Public beta / Quality ledger

Quality is part of the data.

Reported values, calculated fields, documented gaps and known limitations remain visible instead of being reduced to a single confidence score. Field-level provenance currently covers selected accounting fields and source-backed annual-report data, not every market-data field.

11 companies 105 FY periods with flags 15 periods with warnings/review 125 detailed findings

01

Current public quality view

Quality snapshot by company

Choose a company to see its latest published quality status, flags and findings, drawn from 122 annual quality summaries and 125 detailed findings.

Latest FY status across 11 companies: 5 High confidence3 Verified3 Available with notes

Bachem Holding AG BANB.SW

Quality section on the company page

Latest FY: FY2025
Quality status: High confidence
Flags, latest FY: 0
FY periods with flags: 6
Detailed findings: 0

No issues detected.

Latest FY context: official company source annual report PDF; reported free cash flow missing for all years; reported capex missing where not reported; FY2025 reported capex preserved if present; reported and calculated FCF kept separate; reported and calculated capex kept separate; Bachem 1:5 share split between FY2021 and FY2022; no manual split adjustment; no yfinance or external market/FX data used

Annual quality by fiscal year

FY2025 High confidence Info 0 · Warnings 0 · Review 0 · Critical 0 No issues detected.
FY2024 High confidence Info 0 · Warnings 0 · Review 0 · Critical 0 No issues detected.
FY2023 High confidence Info 0 · Warnings 0 · Review 0 · Critical 0 No issues detected.
FY2022 High confidence Info 0 · Warnings 0 · Review 0 · Critical 0 No issues detected.
FY2021 High confidence Info 0 · Warnings 0 · Review 0 · Critical 0 No issues detected.
FY2020 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Documented source caveat; no data quality error.
FY2019 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Documented source caveat; no data quality error.
FY2018 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Documented source caveat; no data quality error.
FY2017 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Documented source caveat; no data quality error.
FY2016 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Documented source caveat; no data quality error.
FY2015 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Documented source caveat; no data quality error.

Detailed findings (0)

No separate detailed findings are published; the annual quality summaries above remain the quality record.

Barry Callebaut AG BARN.SW

Quality section on the company page

Latest FY: FY2025
Quality status: Verified
Flags, latest FY: 0
FY periods with flags: 9
Detailed findings: 1

Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.

Latest FY context: BARN.SW is Barry Callebaut AG. Annual fundamentals are available in the public beta. EBITDA is shown only where reported or confidently sourced. Market data and valuation ratios are not currently available in the public beta and remain blank rather than estimated. This is a market-data limitation, not a company quality judgment. calculated capex is stored as a cash outflow; calculated free cash flow = operating cash flow + calculated capex.

Annual quality by fiscal year

FY2025 Verified Info 0 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2024 Verified Info 0 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2023 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2022 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2021 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2020 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2019 Available with notes Info 1 · Warnings 1 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2018 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2017 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2016 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.
FY2015 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Annual fundamentals are available; selected fields remain blank where source or market data is unavailable.

Detailed findings (1)

FY2015-2025 INFO Market data unavailable in public beta BARN.SW is Barry Callebaut AG. Annual fundamentals are available in the public beta. EBITDA is available only for years where it is reported or confidently sourced. Market data and valuation ratios are not currently available in the public beta for BARN.SW; missing valuation values are intentionally left blank rather than estimated. This is a market-data limitation, not a company quality judgment.

DKSH Holding AG DKSH.SW

Quality section on the company page

Latest FY: FY2025
Quality status: High confidence
Flags, latest FY: 3
FY periods with flags: 11
Detailed findings: 31

Audited legacy cash-sign correction; derived leverage values were recalculated.

Latest FY context: capex basis confirmed (cash-flow statement capex); FCF basis confirmed (reported)

Annual quality by fiscal year

FY2025 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Audited legacy cash-sign correction; derived leverage values were recalculated.
FY2024 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Audited legacy cash-sign correction; derived leverage values were recalculated.
FY2023 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Audited legacy cash-sign correction; derived leverage values were recalculated.
FY2022 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Audited legacy cash-sign correction; derived leverage values were recalculated.
FY2021 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Audited legacy cash-sign correction; derived leverage values were recalculated.
FY2020 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 Audited legacy cash-sign correction; derived leverage values were recalculated.
FY2019 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2018 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Some values are calculated rather than directly reported.
FY2017 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2016 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2015 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.

Detailed findings (31)

FY2025 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt and enterprise value were recalculated. A negative net debt value denotes net cash.
FY2025 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2025 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2024 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt and enterprise value were recalculated. A negative net debt value denotes net cash.
FY2024 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2024 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2023 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt and enterprise value were recalculated. A negative net debt value denotes net cash.
FY2023 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2023 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2022 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt and enterprise value were recalculated.
FY2022 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2022 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2021 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt and enterprise value were recalculated. A negative net debt value denotes net cash.
FY2021 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2021 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2020 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt and enterprise value were recalculated. A negative net debt value denotes net cash.
FY2020 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2019 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2019 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2019 INFO Audited FY2019 cash correction FY2019 consolidated cash and all directly dependent leverage/valuation values were corrected from the official annual report.
FY2018 INFO Informational note Free cash flow was not reported directly by the company. It has been calculated as operating cash flow minus capital expenditure.
FY2018 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2018 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2017 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2017 INFO Deterministic net-debt precision normalization The displayed and financial amount is unchanged; only binary precision residue was removed.
FY2016 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2016 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2015 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2015 INFO Audited DPS footnote correction The final digit 2 was a footnote marker, not part of the proposed dividend amount; same-currency yield was recalculated.
FY2015-2025 INFO EBITDA provenance classification corrected Canonical EBITDA is reproducible from official statement inputs and is classified as calculated, not issuer-reported.
FY2015-2016 INFO Total-debt provenance classification corrected FY2015–FY2016 total debt is deterministically calculated from two non-overlapping official borrowings subtotals.

Geberit AG GEBN.SW

Quality section on the company page

Latest FY: FY2025
Quality status: High confidence
Flags, latest FY: 2
FY periods with flags: 11
Detailed findings: 31

No warnings or review items; informational notes are documented.

Latest FY context: capex basis confirmed (cash-flow statement capex); FCF basis confirmed (reported); FCF calculated added (calculated from operating cash flow plus capex)

Annual quality by fiscal year

FY2025 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2024 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2023 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2022 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2021 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2020 High confidence Info 4 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2019 High confidence Info 4 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2018 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2017 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2016 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2015 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.

Detailed findings (31)

FY2025 INFO FY2025 total debt corrected Official total debt is 1,354.8 MCHF; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2025 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2024 INFO FY2024 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2024 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2023 INFO FY2023 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2023 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2022 INFO FY2022 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2022 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2021 INFO FY2021 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2021 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2020 INFO FY2020 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2020 INFO FY2020 reported free cash flow corrected Reported free cash flow and only its directly dependent margin and price multiple were corrected deterministically.
FY2020 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2020 INFO FY2020 calculated CAPEX corrected Calculated CAPEX and its calculated-FCF derivatives were corrected deterministically; issuer-reported FCF remains separate and unchanged.
FY2019 INFO FY2019 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2019 INFO FY2019 reported free cash flow corrected Reported free cash flow and only its directly dependent margin and price multiple were corrected deterministically.
FY2019 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2019 INFO FY2019 calculated CAPEX corrected Calculated CAPEX and its calculated-FCF derivatives were corrected deterministically; issuer-reported FCF remains separate and unchanged.
FY2018 INFO FY2018 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2018 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2017 INFO FY2017 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2017 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2017 INFO EBITDA provenance classification corrected Canonical EBITDA is reproducible from two official statutory inputs and is classified as calculated; the adjusted issuer KPI is not substituted.
FY2016 INFO FY2016 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2016 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2016 INFO EBITDA provenance classification corrected Canonical EBITDA is reproducible from two official statutory inputs and is classified as calculated; the adjusted issuer KPI is not substituted.
FY2015 INFO FY2015 total debt corrected Official short- and long-term debt were used; net debt, debt-to-equity, enterprise value and EV multiples were recalculated deterministically.
FY2015 INFO Deterministic ratio precision normalization Unchanged validated inputs reproduce each ratio with Decimal ROUND_HALF_UP to at most six decimal places.
FY2015 INFO EBITDA provenance classification corrected Canonical EBITDA is reproducible from two official statutory inputs and is classified as calculated; the adjusted issuer KPI is not substituted.
FY2015-2025 INFO Free cash flow definition note Calculated capex is stored as a cash outflow in the public beta. Reported and calculated free cash flow may differ where company-reported FCF follows a different definition, including lease-related cash flow treatment in 2019-2020.
FYALL INFO Free cash flow definition note Calculated capex is stored as a cash outflow in the public beta. Reported and calculated free cash flow may differ where company-reported FCF follows a different definition, including lease-related cash flow treatment in 2019-2020.

Klingelnberg AG KLIN.SW

Quality section on the company page

Latest FY: FY2026
Quality status: Available with notes
Flags, latest FY: 2
FY periods with flags: 12
Detailed findings: 0

Published row with documented source limitations.

Latest FY context: reported capex, year-end share price, and market capitalisation are documented missing; EBITDA and reported FCF are issuer APMs; dividend per share is an explicit CHF zero. Dividend payout ratio is blank because dividend per share uses market currency CHF/share while EPS uses reporting currency EUR/share; no FX rate was invented or applied.

Annual quality by fiscal year

FY2026 Available with notes Info 1 · Warnings 1 · Review 0 · Critical 0 Published row with documented source limitations.
FY2025 Available with notes Info 1 · Warnings 1 · Review 0 · Critical 0 Published row with documented source limitations.
FY2024 Available with notes Info 1 · Warnings 1 · Review 0 · Critical 0 Published row with documented source limitations.
FY2023 Available with notes Info 1 · Warnings 1 · Review 0 · Critical 0 Published row with documented source limitations.
FY2022 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Published row with documented source limitations.
FY2021 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Published row with documented source limitations.
FY2020 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Published row with documented source limitations.
FY2019 Available with notes Info 1 · Warnings 1 · Review 0 · Critical 0 Published row with documented source limitations.
FY2018 Available with notes Info 1 · Warnings 1 · Review 0 · Critical 0 Official FY2018 consolidated statements recovered; calculated fields and remaining blanks are explicit.
FY2017 Documented missing Info 1 · Warnings 0 · Review 0 · Critical 0 Documented-missing public placeholder; no value is published for this field or period.
FY2016 Documented missing Info 1 · Warnings 0 · Review 0 · Critical 0 Documented-missing public placeholder; no value is published for this field or period.
FY2015 Documented missing Info 1 · Warnings 0 · Review 0 · Critical 0 Documented-missing public placeholder; no value is published for this field or period.

Detailed findings (0)

No separate detailed findings are published; the annual quality summaries above remain the quality record.

PolyPeptide Group AG PPGN.SW

Quality section on the company page

Latest FY: FY2025
Quality status: Available with notes
Flags, latest FY: 1
FY periods with flags: 11
Detailed findings: 0

Validated annual row with documented source limitations.

Latest FY context: Same-year consolidated current-year columns; statement/APM pages 169, 171-172, 175-176, 197, and 241; dividend proposal page 15. Reported and calculated capex/FCF remain separate.

Annual quality by fiscal year

FY2025 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Validated annual row with documented source limitations.
FY2024 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Validated annual row with documented source limitations.
FY2023 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Validated annual row with documented source limitations.
FY2022 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Validated annual row with documented source limitations.
FY2021 Available with notes Info 1 · Warnings 1 · Review 0 · Critical 0 Validated annual row with documented source limitations.
FY2020 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Validated annual row with documented source limitations.
FY2019 Available with notes Info 1 · Warnings 0 · Review 0 · Critical 0 Validated annual row with documented source limitations.
FY2018 Documented missing Info 1 · Warnings 0 · Review 0 · Critical 0 Documented-missing public placeholder; no value is published for this field or period.
FY2017 Documented missing Info 1 · Warnings 0 · Review 0 · Critical 0 Documented-missing public placeholder; no value is published for this field or period.
FY2016 Documented missing Info 1 · Warnings 0 · Review 0 · Critical 0 Documented-missing public placeholder; no value is published for this field or period.
FY2015 Documented missing Info 1 · Warnings 0 · Review 0 · Critical 0 Documented-missing public placeholder; no value is published for this field or period.

Detailed findings (0)

No separate detailed findings are published; the annual quality summaries above remain the quality record.

Swisscom AG SCMN.SW

Quality section on the company page

Latest FY: FY2025
Quality status: High confidence
Flags, latest FY: 3
FY periods with flags: 11
Detailed findings: 29

Some values are calculated rather than directly reported.

Latest FY context: capex basis confirmed (cash-flow statement capex); FCF basis confirmed (calculated from operating cash flow plus capex); FCF calculated added (calculated from operating cash flow plus capex)

Annual quality by fiscal year

FY2025 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Some values are calculated rather than directly reported.
FY2024 High confidence Info 1 · Warnings 0 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.
FY2023 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.
FY2022 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.
FY2021 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations. Some values are calculated rather than directly reported.
FY2020 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations. Some values are calculated rather than directly reported.
FY2019 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations. Some values are calculated rather than directly reported.
FY2018 High confidence Info 4 · Warnings 0 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.
FY2017 High confidence Info 1 · Warnings 1 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.
FY2016 High confidence Info 1 · Warnings 1 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.
FY2015 High confidence Info 1 · Warnings 1 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.

Detailed findings (29)

FY2025 INFO Audited FY2025 Group-scope correction Group OCF, reported CAPEX and reported FCF are kept distinct from calculated cash-flow CAPEX and calculated FCF.
FY2025 INFO Deterministic ratio precision normalization The unchanged validated financial inputs reproduce the ratio using Decimal ROUND_HALF_UP to at most six decimal places.
FY2025 INFO FY2025 proposed dividend correction FY2025 DPS now represents the proposed own-year dividend; the directly dependent CHF/CHF dividend yield was recalculated without FX conversion.
FY2024 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt, enterprise value and EV multiples were recalculated.
FY2024 INFO Large balance-sheet expansion (Vodafone Italia acquisition 2024) Large debt increase reflects Vodafone Italia acquisition financing. Not a data quality issue; note for users comparing cross-year metrics.
FY2023 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt, enterprise value and EV multiples were recalculated.
FY2023 INFO Deterministic ratio precision normalization The unchanged validated financial inputs reproduce the ratio using Decimal ROUND_HALF_UP to at most six decimal places.
FY2022 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt, enterprise value and EV multiples were recalculated.
FY2022 INFO Deterministic ratio precision normalization The unchanged validated financial inputs reproduce the ratio using Decimal ROUND_HALF_UP to at most six decimal places.
FY2021 INFO Informational note Free cash flow was not reported directly by the company. It has been calculated as operating cash flow minus capital expenditure.
FY2021 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt, enterprise value and EV multiples were recalculated.
FY2021 INFO Deterministic ratio precision normalization The unchanged validated financial inputs reproduce the ratio using Decimal ROUND_HALF_UP to at most six decimal places.
FY2020 INFO Informational note Free cash flow was not reported directly by the company. It has been calculated as operating cash flow minus capital expenditure.
FY2020 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt, enterprise value and EV multiples were recalculated.
FY2020 INFO Deterministic ratio precision normalization The unchanged validated financial inputs reproduce the ratio using Decimal ROUND_HALF_UP to at most six decimal places.
FY2019 INFO Informational note Free cash flow was not reported directly by the company. It has been calculated as operating cash flow minus capital expenditure.
FY2019 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt, enterprise value and EV multiples were recalculated.
FY2018 INFO Audited legacy correction Cash sign corrected from a legacy extraction error; net debt, enterprise value and EV multiples were recalculated.
FY2018 INFO Audited consolidated-scope correction The own-year consolidated cash-flow value replaces a legacy value taken from a different period or scope.
FY2018 INFO Audited FY2018 prior-year pickup correction FY2018 total assets now use the own-year consolidated value; the directly dependent equity ratio was recalculated.
FY2018 INFO Deterministic ratio precision normalization The unchanged validated financial inputs reproduce the ratio using Decimal ROUND_HALF_UP to at most six decimal places.
FY2017 WARNING Acceptable limitation Capital expenditure was not extracted for this year. Free cash flow calculation from operating cash flow is therefore unavailable.
FY2017 INFO Audited consolidated-scope correction The own-year consolidated cash-flow value replaces a legacy value taken from a different period or scope.
FY2016 WARNING Acceptable limitation Capital expenditure was not extracted for this year. Free cash flow calculation from operating cash flow is therefore unavailable.
FY2016 INFO Deterministic ratio precision normalization The unchanged validated financial inputs reproduce the ratio using Decimal ROUND_HALF_UP to at most six decimal places.
FY2015 WARNING Acceptable limitation Capital expenditure was not extracted for this year. Free cash flow calculation from operating cash flow is therefore unavailable.
FY2015 INFO Deterministic ratio precision normalization The unchanged validated financial inputs reproduce the ratio using Decimal ROUND_HALF_UP to at most six decimal places.
FY2015-2025 INFO Calculated capex availability Calculated capex is unavailable for 2015-2017 in the public beta; calculated free cash flow is therefore not shown for those years. Reported free cash flow remains shown where available. From 2018 onward, calculated capex is stored as a cash outflow and calculated free cash flow follows the public beta formula. Reported and calculated free cash flow are kept separate where definitions differ.
FYALL INFO Sign convention corrected capex_calculated sign corrected from positive to negative (cash outflow convention) for 6 years (2019-2024). 2015-2017 remain blank because capex data is unavailable. 2018 and 2025 were already negative. free_cash_flow_calculated is populated as OCF + capex_calculated for all years with capex data (2018-2025). price_to_calculated_fcf is populated in valuation_ratios for 2018-2025. This is a public beta data-basis note, not a company quality judgment.

Sika AG SIKA.SW

Quality section on the company page

Latest FY: FY2025
Quality status: High confidence
Flags, latest FY: 2
FY periods with flags: 11
Detailed findings: 33

No warnings or review items; informational notes are documented.

Latest FY context: capex basis confirmed (cash-flow statement capex); FCF basis confirmed (reported)

Annual quality by fiscal year

FY2025 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2024 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2023 High confidence Info 5 · Warnings 1 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.
FY2022 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2021 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2020 High confidence Info 2 · Warnings 0 · Review 0 · Critical 0 No warnings or review items; informational notes are documented.
FY2019 High confidence Info 2 · Warnings 1 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.
FY2018 High confidence Info 2 · Warnings 2 · Review 0 · Critical 0 Some values are calculated or have acceptable limitations.
FY2017 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Some values are calculated rather than directly reported.
FY2016 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Some values are calculated rather than directly reported.
FY2015 High confidence Info 3 · Warnings 0 · Review 0 · Critical 0 Some values are calculated rather than directly reported.

Detailed findings (33)

FY2025 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2025 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2024 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2024 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2023 WARNING FCF definition difference — acquisition year Sika's reported FCF is negative due to significant M&A cash outflows included in investing per Sika's FCF definition. Conventional FCF estimate is in free_cash_flow_calculated. Delta ~3259 CHF M. Source: Sika Annual Report FY2023.
FY2023 INFO FY2023 reported FCF restated comparative The canonical FY2023 reported FCF uses the later-restated comparative; this selection is specific to SIKA FY2023 and is not a general policy change.
FY2023 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2023 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2023 INFO FY2023 operating cash flow restated comparative The canonical FY2023 operating cash flow uses the later-restated comparative; this selection is specific to SIKA FY2023 and is not a general policy change.
FY2023 INFO FY2023 total assets restated comparative The canonical FY2023 total assets uses Sika's later-restated comparative; the own-year value remains documented.
FY2022 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2022 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2021 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2021 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2020 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2020 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2019 WARNING FCF definition difference — acquisition year Sika's reported FCF is negative due to the Parex acquisition settlement (CHF ~1.75B cash outflow in investing). Conventional FCF estimate is in free_cash_flow_calculated. Delta ~1751 CHF M. Source: Sika Annual Report FY2019 FCF table p.137.
FY2019 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2019 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2018 WARNING FCF definition difference — acquisition year Sika's reported FCF reflects the Parex Group acquisition (large investing outflow). Conventional FCF (OCF minus PPE capex) is available in free_cash_flow_calculated. Delta ~472 CHF M. Source: Sika Annual Report FY2018 Note 25.
FY2018 WARNING P/FCF ratio unusually large — FCF definition difference The price-to-free-cash-flow ratio is unusually large for FY2018 because Sika's reported FCF reflects the Parex Group acquisition outflow. See free_cash_flow record for details. price_to_calculated_fcf uses conventional FCF and is more representative.
FY2018 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2018 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2017 INFO Informational note P/E ratio and dividend yield are intentionally blank for these years. Pre-split per-share figures are not comparable with split-adjusted market prices.
FY2017 WARNING FCF definition difference — acquisition year Sika's reported FCF includes acquisition-related cash outflows per Sika's published FCF definition (OCF + total investing). Conventional FCF (OCF minus PPE capex) is available in free_cash_flow_calculated. Delta ~319 CHF M. Source: Sika Annual Report FY2017 Note 28.
FY2017 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2017 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2016 INFO Informational note P/E ratio and dividend yield are intentionally blank for these years. Pre-split per-share figures are not comparable with split-adjusted market prices.
FY2016 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2016 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.
FY2015 INFO Informational note P/E ratio and dividend yield are intentionally blank for these years. Pre-split per-share figures are not comparable with split-adjusted market prices.
FY2015 INFO Deterministic arithmetic precision normalization Net debt uses one-decimal input precision and margins use Decimal ROUND_HALF_UP to six decimals.
FY2015 INFO Total debt reported-total classification The unchanged total debt is directly evidenced by the issuer's Financial liabilities total.

Compare all 11 companies at a glance

Ticker	Company	Latest FY	Status	Flags	FY periods with flags	Detailed findings
BANB.SW	Bachem Holding AG	2025	High confidence	0	6	0
BARN.SW	Barry Callebaut AG	2025	Verified	0	9	1
DKSH.SW	DKSH Holding AG	2025	High confidence	3	11	31
GEBN.SW	Geberit AG	2025	High confidence	2	11	31
KLIN.SW	Klingelnberg AG	2026	Available with notes	2	12	0
LONN.SW	Lonza Group Ltd	2025	Available with notes	1	11	0
MIKN.SW	Mikron Holding AG	2025	Verified	0	9	0
PPGN.SW	PolyPeptide Group AG	2025	Available with notes	1	11	0
SCMN.SW	Swisscom AG	2025	High confidence	3	11	29
SFZN.SW	Siegfried Holding AG	2025	Verified	0	3	0
SIKA.SW	Sika AG	2025	High confidence	2	11	33

Verified means the annual row passed the documented row-level product workflow: all fields required by that row's quality controls were validated, with no missing, review, warning or critical item recorded. It does not mean every product field is in scope or that every displayed value has field-level Evidence.

High confidence means the current quality rules found no review or critical flag. It is a confidence classification, not proof of documented row validation or field-level Evidence.

Available means the row is published. Available with notes and Documented missing keep limitations and unavailable values explicit.

Quality status describes dataset completeness and traceability, not the quality or attractiveness of the underlying company. Detailed findings count rows in the public quality report; the summary can still document reporting-basis context when that count is zero.

02

Annotated examples

How limitations appear in practice

Real examples from the public preview show how usable values, calculations and gaps are documented.

U

Reported / usable with note

Negative cash values

Some companies report negative cash due to overdraft netting or cash pooling. These values are used as reported and flagged, not corrected.

C

Calculated

Calculated free cash flow

When a company does not report FCF directly, it remains marked as calculated. Its Evidence panel separately identifies internal graph validation, public calculation replay, and public source-chain coverage; an input absent from the public preview is not presented as a public input.

—

Documented missing

Missing capex data

When capital expenditure is unavailable, FCF cannot be calculated and both fields remain blank rather than being estimated.

N

Comparable with note

Per-share comparability

Pre-stock-split per-share figures may not be directly comparable across years. A public note records the split event.

03

Working rules

Quality principles

01

Source documents

Annual reports and company disclosures form the primary evidence base for annual and interim data rows.

02

Reported vs calculated

Reported fields remain separate from calculated fields such as margins, FCF and valuation ratios.

03

Missing values

Unavailable values remain blank and documented. Gaps are not estimated or interpolated.

04

Currency separation

Reporting and market currencies are tracked separately so their different roles remain explicit.

05

Interim reporting

Q1 and H1 coverage varies by company; a sales update is not treated as a full P&L release.

06

Conditional valuation

P/E and EV/EBITDA appear only when market data, currency context and accounting inputs support them.

07

Source tracking

Source URLs and status fields connect annual rows to company disclosures or archived official reports.

08

Provenance scope

Field-level provenance covers selected accounting fields and source-backed annual-report data. Market-data fields do not yet all carry field-level provenance.

04

Scope and limitations

Use quality context with the data

Market-data fields should be independently re-verified before valuation use where stated. Missing inputs remain blank, and valuation ratios are withheld when their required context is unavailable.

The complete methodology and known package limitations remain published alongside the dataset. Quality documentation is product evidence, not an investment opinion.

Read Methodology Open limitations.md

Quality is part of the data.

Bachem Holding AG BANB.SW

Annual quality by fiscal year

Detailed findings (0)

Barry Callebaut AG BARN.SW

Annual quality by fiscal year

Detailed findings (1)

DKSH Holding AG DKSH.SW

Annual quality by fiscal year

Detailed findings (31)

Geberit AG GEBN.SW

Annual quality by fiscal year

Detailed findings (31)

Klingelnberg AG KLIN.SW

Annual quality by fiscal year

Detailed findings (0)

Lonza Group Ltd LONN.SW

Annual quality by fiscal year

Detailed findings (0)

Mikron Holding AG MIKN.SW

Annual quality by fiscal year

Detailed findings (0)

PolyPeptide Group AG PPGN.SW

Annual quality by fiscal year

Detailed findings (0)

Swisscom AG SCMN.SW

Annual quality by fiscal year

Detailed findings (29)

Siegfried Holding AG SFZN.SW

Annual quality by fiscal year

Detailed findings (0)

Sika AG SIKA.SW

Annual quality by fiscal year

Detailed findings (33)

Negative cash values

Calculated free cash flow

Missing capex data

Per-share comparability

Source documents

Reported vs calculated

Missing values

Currency separation

Interim reporting

Conditional valuation

Source tracking

Provenance scope