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PRAMAANLitigation record intelligence
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Master the record.
Own the room.

Pramaan validates the record between discovery and drafting. Every claim sourced. You walk in already knowing.

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From file to case recordDocuments/Chronology/Contradictions/Evidence/Admissions/Briefs
The case record

Everything you need to argue from the record.

Chronology, contradictions, evidence, admissions, drafting prep, and an audit trail - all tied back to source.

01

Forensic chronology

Every event reconstructed from the record - date, document, page, paragraph.

02

Contradiction map

Conflicting dates, amounts, and positions - surfaced before opposing counsel finds them.

03

Evidence map

Every claim, checked against source. Weak claims graded. Claims without proof flagged.

04

Admission routing

Admissions found across proceedings, routed to the matter where they decide the case.

Admission
Delivery acknowledged- Deposition, Day 2
Admission
Receipt referenced- Reply affidavit, ¶ 41
Admission
Goods recorded as received- Hearing note, Day 4
Issue 02Receipt of goods
05

Drafting brief

Start drafting from a validated record. Chronology, contradictions, admissions, and gaps - assembled.

06

Audit trail

Every source link, decision, approval, and export. The record of how the record was built.

14:02:31Indexed source bundle
14:02:48Flagged conflict
14:03:02Routed admission
14:03:21Approved chronology event
14:04:08Exported drafting brief
The AI proof problem

Generation got cheap.
Proof got scarce.

AI can generate filings, summaries, and citations in seconds. Litigation is still won on what can be proved from the record.

EXH-01
01 /

Record volume

Complex matters now produce more pleadings, exhibits, correspondence, transcripts, and financial records than teams can manually hold in their heads.

EXH-02
02 /

Synthetic noise

AI can produce confident drafts, summaries, and citations. Some will be wrong. Some will be invented. The risk moves from generation to verification.

EXH-03The answer
03 /

Source-linked control

When every claim returns to source, counsel controls what moves forward.

Every finding Pramaan surfaces is welded to the page, paragraph, and document it came from. Nothing enters the record on confidence alone.

No hallucinations. No invented citations. No black box.

AI reads the record. Counsel decides what enters it. Every finding returns to source.

The workspace

Work the record.
Resolve the issue.

Pramaan keeps the filing, contradiction, source material, reviewer notes, and decision path in one workspace.

Pramaan matter overview - Whitcombe v. Meridian Edutech, contradiction surfaced
01 /

Filing in context

Review the document where the issue appears.

02 /

Contradiction surfaced

Pleaded case and source material, side by side.

03 /

Decision path preserved

Resolve, route, or mark ready - audit trail intact.

Agent orchestration

AI specialists per task.
Coordinated like a firm.

Pramaan agents work the way a litigation firm works. Specialists per task. Coordinated outputs. One validated record.

Agent MiraBuilding chronology
Source checked

Found dated events and linked them to source.

Event added from ¶ 14.
Event added from EXH-14.
Sequence checked against pleading dates.
Handoff →Agent Nova
Agent NovaChecking contradictions
Working

Found conflicting positions across the record.

¶ 14 conflicts with ¶ 17.
CR-014 opened for senior review.
Severity marked for counsel.
Handoff →Agent Sora
Agent TheoDrafting from source
Queued

Pulled approved findings into the brief.

¶ 14 pulled into reply affidavit draft.
¶ 17 admission used as anchor citation.
¶ 22 source link carried into footnote.
Handoff →Agent Lyra
CM-04· Counter-memorial
Page 22 of 41
Arbitration submission · Receipt of goodsMatter M-2024-0182

Counter-memorial

¶ 14 · Date · Contradiction“Prior position recorded in pleading.”
¶ 17 · Admission“Later statement conflicts with prior position.”
¶ 22 · Source link“Source exhibit supports the claim.”
Audit · 6 agents collaborated on this page·17 markups·Source checked
14:03:21
Agent SoraRouting admissions
Source checked

Found admissions and routed them to issues.

Admission routed to Issue 02.
Related statement cross-checked.
Review state updated for counsel.
Handoff →Agent Atlas
Agent AtlasLinking evidence
Source checked

Linked claims to supporting sources.

Exhibit support found for ¶ 22.
Claim marked supported.
Weak link flagged on ¶ 11.
Handoff →Agent Theo
Agent LyraWriting the audit trail
Counsel review

Logged every markup and decision.

Source links recorded.
Agent actions logged.
Export state tracked.
Ready for counsel review →
Use cases

Built for records that decide the case.

Pramaan is for matters where the record is too large, too fragmented, or too risky to trust to memory.

  1. 01 /

    Commercial arbitration

    Connect contracts, pleadings, witness statements, exhibits, and hearing prep in one source-linked record.

  2. 02 /

    High-value litigation

    Track positions, contradictions, admissions, and evidence across pleadings, replies, and correspondence.

  3. 03 /

    Regulatory disputes

    Connect notices, responses, orders, financial records, and compliance material to the issues they affect.

  4. 04 /

    Tax and financial records

    Map ledgers, invoices, statements, filings, and explanations back to claims and admissions.

  5. 05 /

    Cross-border matters

    Work across forums, document sets, languages, and procedural history without losing the proof trail.

Security

Security is not a feature.
It is the condition for using AI on litigation records.

Pramaan keeps each firm, matter, user, source link, review decision, and export inside a controlled record system.

  • Firm-isolated workspaces
  • Matter-level access control
  • India-hosted matter storage
  • Private cloud / VPC deployment
  • Audit log on every decision
  • Encryption in transit and at rest
  • Single sign-on (Google)

Matter records are stored in India-hosted systems for the live India service. AI inference is disclosed separately and may use approved global processors.

Latest thinking

The record is hard to hold.
We write about how we hold it.

Notes on litigation, evidence, and the philosophy behind Pramaan — plus the engineering that keeps them true.

Engineering
AI ENGINEERING · 8 MIN READ

AI is too eager. Don't ship what the team can't explain.

Agents made writing code cheap and understanding it expensive. How we rebuilt our engineering around comprehension: the harness, the trace, the walkthrough

Research
PRICING · 5 MIN READ

Pages, not tokens: the day a lawyer fixed our pricing

A senior partner asked us 'what is a token?' and our best answer was a fuel metaphor. He was being polite. The confusion was ours to fix, because we were forcing our language on people we exist to serve.

Research
PROVENANCE · 6 MIN READ

The matter remembers

If your proof survives, the attack moves to your process: who touched this record, and when, and can you prove it? A matter must keep its own memory, written without an eraser, or every answer becomes an argument.

All research notes →All engineering posts →
Ready when the record matters

Bring the matter.
Walk in already knowing.

Pramaan is built for litigation records too large to hold in memory and too important to trust to summaries.

Book a private walkthrough