A legal-reasoning workspace for quasi-judicial work.

The bottleneck isn't the law. It's the writing.

A drafting co-pilot for adjudicators. It reads the record, drafts the order and verifies every citation. The adjudicator decides.

Shalini Rao’s desk

Good afternoon, Shalini

You have 3 cases awaiting your review and 1 draft in progress.

3

Awaiting your review

1

Draft in progress

14

Open adjudications

41

Orders filed this year

Start something

The launch film

One order, twenty minutes.

The problem

Sixteen years. No order.

A show cause notice issued in May 2008 was never adjudicated. Hearings were fixed four times across thirteen years. In October 2024 the Bombay High Court quashed it for delay the department could not explain.

  1. 2008Show cause notice issued on 16 May; replies filed; hearings fixed, none effective
  2. 2011A hearing fixed again in December; still no effective hearing
  3. 2017A hearing fixed again on 24 February, nine years on
  4. 2021A hearing fixed again on 25 February; no video link was provided
  5. 2024Quashed by the Bombay High Court on 24 October for inordinate, unexplained delay

Paresh H. Mehta v. Union of India, WP 14213 of 2023, Bombay High Court, 24 October 2024

In the High Court of Judicature at Bombay

Civil Appellate Jurisdiction

Writ Petition No. 14213 of 2023

Paresh H. Mehta, sole proprietor, M/s P. H. Mehta and Co. … Petitioner

versus

The Union of India and others … Respondents

Coram: M.S. Sonak & Jitendra Jain, JJ.24 October 2024

3. The Petition challenges the show cause notice dated 16 May 2008, pending adjudication before the Respondents for the last fifteen years.

8. Nothing was done on the notice for the next five years. On 24 February 2017, almost nine years after its issue, another hearing was scheduled. On 25 February 2021 another was scheduled; a video link was requested and none was provided.

16. The delay is inordinate and, moreover, unexplained. The affidavit filed by the Respondents does not explain it.

21. Accordingly, we quash and set aside the impugned show cause notice dated 16 May 2008 and restrain the Respondents from proceeding further based on it.

The problem, quantified

2.37lakh crore

GST evasion detected in FY 2023-24.

Source · DGGI Annual Report 2023-24

Detection has outrun adjudication. Every order that cannot be written in time becomes an appeal.

cases awaiting adjudication on adjudicators' desks
20,576
cases awaiting adjudication on adjudicators' desks
DAKSH, State of Tribunals 2025
appeals pending across tax tribunals
4.83 lakh
appeals pending across tax tribunals
GSTAT launch coverage, 2025
spent per case on drafting and corrections
10 to 12hours
spent per case on drafting and corrections
Field estimate

The product

One document,
four capabilities.

  1. 01

    Draft

    Legally-reasoned orders composed section by section, in the adjudicator's own voice, every circular and precedent cited and verified.

  2. 02

    Refine

    Change any section in plain language; every edit is the adjudicator's call.

  3. 03

    Ask the Law

    Put a question to the statute book and the case files; get a grounded, cited answer, every claim traced to source.

  4. 04

    Vault

    Every case, notice, and order in one encrypted, on-prem, searchable, audit-ready repository.

The product

  1. 01

    Draft

    Legally-reasoned orders composed section by section, in the adjudicator's own voice, every circular and precedent cited and verified.

  2. 02

    Refine

    Change any section in plain language; every edit is the adjudicator's call.

  3. 03

    Ask the Law

    Put a question to the statute book and the case files; get a grounded, cited answer, every claim traced to source.

  4. 04

    Vault

    Every case, notice, and order in one encrypted, on-prem, searchable, audit-ready repository.

Legally-reasoned orders composed section by section, in the adjudicator's own voice, every circular and precedent cited and verified.

The benchmark

Measured against the adjudicator.

Not invented examples. Orders real adjudicators have already signed are the answer key.

20minutes

to a complete draft order.

By hand: days to weeks.

The signed orderThe draft
  • Governing sectionSection 74=Section 74
  • Extended periodInvoked=Invoked
  • PenaltyEqual penalty · ₹ 26,78,400=Equal penalty · ₹ 26,78,400
  • Demand confirmed₹ 26,78,400=₹ 26,78,400
  • Operative decisionConfirmed=Confirmed, every run

One case from the corpus, anonymized. The same five lines hold on every case scored.

Fail-safe

When the system is not sure, it does not make things up. It puts the adjudicator back in charge, surfaces its reasoning, and works the question through with the adjudicator to the final answer.

It under-confirms rather than inventing a demand, so nothing ultra vires reaches a signature.

Figures are from the current evaluation corpus of real adjudicated cases scored against their signed orders; the corpus and per-dimension results grow each cycle. Taxpayer particulars in benchmark files are handled under strict confidentiality on Indian infrastructure.

Authority stays with the officer.The AI proposes; the officer decides,section by section, signature by signature.

Every citation verified before it enters the draft. Hallucinated citations are a legal liability, not a feature.

  • On-prem

    Runs on the department's own machine. Identities never leave the building.

  • Data privacy

    Encrypted at rest, audit-logged, and searchable only from inside the department's network.

  • DPDP-aligned

    Built to the Digital Personal Data Protection Act. A third-party certification audit is planned.

Add-onAn anonymization layer replaces names, GSTINs and PANs with tokens before any file leaves the machine.See how it works

Built for the people who uphold the law.