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How it works

Agreement is not truth. The law is, as of a date.

Twenty professionals can agree and still be wrong, especially after a recent notification. So agreement is not where certification ends. Every final answer is checked by our legal desk against the authoritative source, tied to it permanently, dated, and re-versioned when the rule moves.

Rows of law books on a shelf

What the legal desk does

  1. Finds the governing authority: the section, rule, notification, circular or ruling the answer rests on.
  2. Checks it says what we claim: no invented or misread citations.
  3. Checks it is current: not amended, rescinded or overtaken.
  4. Records a valid-as-of date: the period for which the answer holds.
  5. Flags conflicts: where authorities point different ways, the case goes back to adjudication or is marked ambiguous.

No citation, no certification. A case whose answer cannot be tied to an authority is not certified.

Sources we rely on

TypeExamples
StatuteCGST Act, IGST Act, state GST Acts
RulesCGST Rules
Rate and exemption notificationsCentral Tax (Rate) notifications
ClarificationsCBIC circulars and instructions
DecisionsRelevant court and tribunal judgments; advance rulings used with care, as they bind only the parties
Professional guidanceInstitute guidance where it reflects settled practice
The customer's written policyFor configured business processes where no public rule applies, your documented configuration and policy, named in the record

We maintain a dated library of these sources so every certified answer can be traced to the exact version that applied. For GST we rely primarily on official sources published by CBIC and the GST Council.

One case, from first draft to certified answer

Synthetic case written for illustration. The legal desk re-verifies it before any real use.

Case GST-ITC-00417. A manufacturer in Tamil Nadu employs 400 workers at its factory. The Occupational Safety, Health and Working Conditions Code, 2020 requires a canteen where 100 or more workers are ordinarily employed. It hires a registered caterer. Invoice: ₹2,00,000 + 5% GST, ₹10,000. Can the manufacturer claim the ₹10,000 as input tax credit, and how should it be posted?

What happened to it

Illustrative. Years of practice are examples; contributors are shown to customers by anonymous ID only.
StageWhoResult
CreatedCase writer (CA, 9 years)Facts, documents and answer fields; passed machine checks
Solver ACA, 6 yearsBlocked: food and beverages, section 17(5)(b). Confidence 80%
Solver BCA, 11 yearsAllowed: proviso for legally required facilities; Circular 172/04/2022. Confidence 90%
Disagreement foundPlatform (fixed rule)Routed to a third solver
Solver CCA, 8 yearsAllowed: same basis as B. Confidence 85%
ReviewSenior reviewerAgrees with B and C; notes that any cost recovered from workers needs separate treatment
AdjudicationAdjudicator, 15 yearsAllowed, with written reasoning and an edge note
EvidenceLegal deskSection 17(5)(b) and proviso; CBIC Circular 172/04/2022-GST. Valid as of FY 2026–27

The certified record

FieldValue
Certified answerCredit allowed: ₹10,000; post to the input credit account
Legal basisCGST Act s.17(5)(b) proviso; Circular 172/04/2022-GST
Common wrong answer"Blocked credit: food and beverages"
Severity if wrongHigh: credit lost on every such invoice
Agreement2 of 3 solvers, plus review and adjudication
Confidence score92 / 100 (how the confidence score works)
DifficultyHard: a proviso changes the general rule
Valid as ofFY 2026–27 Q3 (October–December 2026)
ContributorsAnonymous IDs only
PoolHeld-out (benchmark)
Version3

Solver A made exactly the mistake most AI systems make. Keeping that answer in the record lets us explain AI failures precisely, and build training data that teaches the difference. Each customer's test uses a slightly different version of the case (320 workers in Karnataka and ₹1,84,500, say) with the same legal point, which keeps packs traceable and fair. How packs stay confidential.

How ambiguity is handled

Some questions have no settled answer: the law is silent, authorities conflict, or qualified professionals reasonably differ. We do not force these into a single answer.

  • Consensus and dissent recorded on the item. The record carries the majority view, the dissenting view, who held each (by anonymous ID) and the reasoning on both sides.
  • Kept out of pass/fail scoring. Ambiguous cases sit in a separate set. They test whether your AI recognises uncertainty and escalates, and they are never counted as failures.
  • Reported separately. Your report lists ambiguous cases on their own, with the positions professionals took.
  • An ambiguity index per topic. Planned. A published measure of how much genuine disagreement each topic carries, so you know where a confident AI answer should worry you.

The GST ambiguity set.

When the law changes

A certified answer is only certified for a period. GST rates, conditions and interpretations change through notifications, circulars, rulings and budget amendments. An answer that was right last quarter can be wrong today, so every record carries a date and every change triggers a revision.

  1. Watch.

    The legal desk tracks new notifications, circulars and significant rulings in each live domain.

  2. Find what is affected.

    Each change is matched to the certified records it touches, by topic and legal basis.

  3. Revise through the full chain.

    Affected records go back through independent solving, review and, where needed, adjudication, with the new authority cited. A rule change never produces a quietly edited answer.

  4. Release a new version.

    The updated record gets a new version number and a new valid-from date. The old version is kept, with its end date and the change reason.

  5. Tell customers.

    Subscribers receive a change note and, where relevant, a targeted re-run on the affected cases with an impact note. Regulatory Regression Service · Continuous evaluation.

Regular refresh

WhatHow often
Rule-change reviewAs changes are issued
Test pool refresh (new cases, retired cases)Every quarter
Full review of a pack's legal basisAt least once a year
Change notes to subscribersWith each refresh

What every record shows about its history

FieldExample
Version3
Valid from1 January 2027
Valid untilCurrent, or the date it was superseded
Change reasonNew circular clarifying the proviso
Previous answerKept in history

For testing, your AI is marked against the law that applies now, and past reports stay explainable against the law that applied then. For training data, you can see which records changed and retrain on current law only. For audit, anyone can trace which answer applied on which date, and why. Evidence.

What it is not

Our certified answers apply the law to synthetic facts for testing and data. They are not tax advice on your own position. Terms of use.

Evidence and currency: questions people ask

Which sources can support a certified answer?+

Statutes, rules, rate and exemption notifications, CBIC circulars and relevant judgments. Advance rulings are used with care, because they bind only the parties. A case whose answer cannot be tied to an authority is not certified.

What if authorities point in different directions?+

The case goes back to adjudication, or is marked ambiguous if the law is genuinely unsettled. Ambiguous cases are never scored as simply right or wrong.

How quickly do you respond to a new GST notification?+

The legal desk reviews affected answers as changes are issued. Our target is to re-certify affected answers within 10 working days. The target is stated in continuous-evaluation contracts; it is not a guarantee.

Can we see earlier versions of an answer?+

Yes. Old versions are kept with their dates, so past reports stay explainable against the law that applied then.

Is the example case on this page real?+

No. It is synthetic, written to illustrate the method, and re-verified by the legal desk before any real use. Years of practice shown are illustrative too.