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Courtroom Drafting & Precedent Intelligence

Autonomous Legal & Courtroom Agents

High-precision litigation drafting engines and precedent retrieval co-pilots: drafting NCLT applications, interlocutory petitions, case law analysis, argument probability scoring, and cross-examination preparation.

Search Precedents Vault ↗ Launch Pipie-IDE
Sec 7, 9, 10
NCLT Petition Drafter
Landmark
SC & NCLAT Rulings Grounded
1–100
Argument Strength Scoring
Counter-Gen
Rebuttal & Defense Engine

Court Litigation & Drafting Pipeline

Systematic transition from evidentiary facts to bench-ready filings and court arguments.

NCLT & High Court Bench Ready
Phase 01
Fact & Debt Ingestion
Chronological event extraction, default date verification, and Article 137 Limitation Act period determination.
Phase 02
Precedent Discovery
Dense vector RAG search across 3,681 Supreme Court rulings and 13,877 NCLAT orders with ratio extraction.
Phase 03
Pleading Drafting
Automated synthesis of Section 7/9 company petitions, interlocutory applications, affidavits, and vakalatnamas.
Phase 04
Rebuttal & Hearing Prep
Opposing counsel objection anticipation, witness examination question banks, and bench brief compilation.
Legal Agent Roster

Autonomous Courtroom & Advocacy Engines

Specialized subagents for legal research, petition drafting, argument testing, and courtroom strategy.

Pleadings Drafter NCLT Forms 1–5

NCLT Petition & Document Drafter

Drafts comprehensive Section 7 (Financial Creditor), Section 9 (Operational Creditor), and Section 10 company petitions. Includes interlocutory applications (IAs) for urgent stay, moratorium enforcement, and exclusion of time.

/draft sec7-petition Bench Format
Case Law Search SC & NCLAT Vault

Precedent Researcher Agent

Searches landmark decided judgments using sovereign dense vectors and cross-encoder rerankers. Extracts binding ratio decidendi, distinguishes contrary authorities, and drafts structured legal opinions with paragraph-level citations.

/precedent-search Ratio Extractor
Merits Evaluator Risk 1–100

Case Strength & Vulnerability Evaluator

Assesses the evidentiary merits of proposed claims or defenses. Scores legal argument viability (1–100), isolates jurisdictional flaws, limitation vulnerabilities, and pre-existing dispute risks under Section 9(5)(ii)(d).

/strength-score Risk Matrix
Advocacy Engine Rebuttals

Counter-Argument Generator

Simulates opposing counsel objections and formulates tactical counter-rebuttals. Analyzes written submissions of respondents, identifies legal fallacies, and drafts point-by-point rejoinders for court hearings.

/counter-gen Hearing Rebuttal
Evidence Matrix Cross-Exam

Witness & Deposition Preparer

Builds proof-to-fact alignment matrices matching each witness statement to supporting documentary exhibits. Compiles tailored cross-examination question sequences based on conflicting deposition transcripts.

/witness-prep Deposition Audit
Judicial Analytics Court Orders

Court Order & Directive Analyzer

Decodes complex interim and final orders from NCLT benches and appellate tribunals. Extracts compliance deadlines, operative directives, monetary liabilities, and flags grounds for statutory appeal under Section 61.

/analyse-order Appeal Screener
PIPIE-IDE • Legal Agent Execution
Air-Gapped Precedent RAG 
$ haya agent run legal/precedent --query "acknowledgement of debt in balance sheet section 18 limitation act IBC"
[+] Accessing Vault 2: Judicial Precedents (Precedent Corpus Loaded)...
[*] Embeddings: LexVector™ dense neural retrieval... 25 candidates shortlisted.
[*] Reranker: PrecisionGate™ Neural Cross-Encoder scoring top 5 matches...
[1] Laxmi Pat Surana v. Union Bank of India (2021) 8 SCC 481 [Relevance: 0.982]
    "Held: Section 18 of the Limitation Act applies to IBC proceedings. Balance sheet entry signed by CD extends limitation."
[2] Asset Reconstruction Company (India) Ltd. v. Bishal Jaiswal (2021) 6 SCC 366 [Relevance: 0.974]
    "Held: Entries in books of account and balance sheets constitute valid acknowledgment under Section 18."
[SUCCESS] Precedent brief drafted with 3 Supreme Court citations and verbatim ratios.
[EXPORT] Generated: artifacts/opinions/LIMITATION_SEC18_LEGAL_MEMO.md