02 Where we stand

Built in the open. Dated, and honest.

A staged view of the build — where we are today, what we are hardening, and the road to launch.

Build Progress — Detailed View

Prototype → Validation → Beta → Launch.

Stage 01 Architecture & Core Engine Testing Ongoing · 62%

Iterative testing of the core engine across civil, criminal, and custody filings to make sure the platform handles real-world document variations smoothly.

Stage 02 Ground-Truth Validation & Stress Tests Upcoming · 0%

Running ground-truth validation against real Supreme Court filings, working toward the launch accuracy target.

Stage 03 Beta Launch Upcoming · 0%

A working beta placed in the hands of design-partner Advocates-on-Record, running real, consented filings pre-submission.

Stage 04 Public Launch Target 15 July 2026*

Public availability for Advocates-on-Record — the expected launch milestone.

* Tough, but not impossible.
Core Engine Hardening

Built on a proprietary dataset of real Supreme Court filings.

Our rule engine is built on a proprietary dataset of over 2,000* SLPs filed in the last 8 years, capturing more than 10,000* unique defect instances. The rule knowledge base is now locked, and the detection engine is validating against real Supreme Court filings — both digital and scanned — across civil, criminal, and custody matters.

0*SLPs

Special Leave Petitions in the proprietary dataset.

0years

Span of filings the dataset draws from.

0*instances

Unique defect instances captured across the dataset.

Active Technical Challenges

The hard, honest work between here and launch.

Estimated target at launch
78–82%*

Estimated accuracy target at launch, measured against ground-truth Supreme Court filings.

The detection engine now runs against real Supreme Court filings — both digital and scanned — while we harden error handling across every detection surface and run ground-truth validation, working toward our 78–82%* accuracy target at launch.

Future Roadmap

From AoR tooling to access at scale.

Phase 1 · B2B SaaS

Advocates-on-Record & lawyers

A subscription model with two tiers for Advocates-on-Record (AoRs) and regular lawyers, with plans to expand horizontally across major High Courts.

Phase 2 · Consumer Freemium

Undertrials & families

Expanding to a high-volume platform serving 4,00,000+ undertrial prisoners and their families, providing free document understanding and clear case summaries.

Phase 3 · Marketplace

Matched on data

Connecting consumers to verified counsel based on objective performance data like bail success rates.

Progress state updated as of 30 June 2026; may not reflect live progress. For real-time updates, reach out to vaibhav@nyave.in.

* Based on our own dataset; actual figures may differ.