Built for the way litigation is actually proved.
DocketIQ transforms pleadings, evidence, witnesses, transactions, damages and discovery into one connected case workspace.
Not another place to store files.
Not another AI chat window.
A litigation intelligence system built to take a matter from pleading to proof.
See the Case.Know where your case stands.
DocketIQ models the matter from the claims down: Counts → Elements → Facts → Evidence → Witnesses → Damages.
Instead of searching through folders and disconnected notes, your team can see what supports each element, what contradicts it and what still needs to be developed.
- Reyes deposition summaryExpected testimonyOpen
- Re-let ledger designationProductionOpen
- Ferreiro declarationWitness statementOpen
Case Readiness
See what is ready. See what isn’t.
Get a live view of evidence completeness, witness readiness, disclosure preparation, damages documentation, authentication and attorney review.
DocketIQ measures the work completed — not whether your case is “good” or “bad.”
Counts & Elements
Build the case the way it has to be proved.
Break every claim into its required elements and connect each element to the factual propositions, evidence and witnesses behind it.
See supported material and contrary material in the same workspace.
Fact Matrix
Turn thousands of case details into the facts that actually matter.
Every material factual proposition becomes its own record.
See the documents supporting it, evidence contradicting it, witnesses who can speak to it, pleading paragraphs asserting it and gaps that remain unresolved.
From Allegation to Proof.Connect every allegation to the record behind it.
DocketIQ preserves the filed pleading exactly as filed and builds the evidentiary structure around it.
An allegation never quietly becomes a “fact” simply because an AI model read it.
Pleading-to-Proof
Trace the case allegation by allegation.
See every pleaded paragraph beside its count and element, supporting evidence, witnesses, contrary evidence, authentication requirements and disclosure position.
One matrix. The entire theory of the case.
27. On January 14, 2025, Defendants removed four scissor lifts from Plaintiff's yard without Plaintiff's consent and without the fifteen days' notice required by § 9.1 of the Lease.
Pleading Intelligence
Let AI read the pleading. Never let it rewrite the record.
DocketIQ ingests filed pleadings paragraph by paragraph, preserving the language exactly as filed.
Its Pleading Agent can propose counts, connections and issues for review — while the original pleading remains untouched.
Master the Evidence.Every document. Connected to why it matters.
The Evidence Vault doesn’t just hold files. It connects evidence to the people, propositions, counts and testimony it affects.
Evidence Vault
A litigation-grade evidence workspace.
Upload documents, emails, spreadsheets, images and other case material into a searchable evidence record.
Files are SHA-256 hashed on arrival, originals remain untouched, and annotations live separately from the underlying document.
Document Intelligence
Open a document and see its role in the case.
Preview the original alongside its metadata, chain of custody, privilege status, confidentiality, annotations, authentication information and every fact, count, person and testimony summary connected to it.
Duplicate Detection
Find the same document hiding in different files.
DocketIQ can identify exact duplicates as well as documents that have been exported, renamed, recompressed, downloaded again or scanned into another format.
Clean the collection without accidentally removing the last surviving copy.
DocketIQ doesn’t just organize what you have.It shows you what you don’t.
The system continuously compares the case you pleaded with the record you’ve actually assembled.
- No custodian for re-let ledgerConfirm Colton Reyes as custodian of KESTREL-000005HighOpenCM
- DMG-002 has no invoicesObtain replacement-hire invoicesHighOpenJP
- Vail email sender unresolvedMatch KESTREL-000006 sender to Dermot VailMediumOpenAH
- Complaint ¶22 unsupportedLink KESTREL-000004 to ¶22MediumOpenCM
Discovery Gaps
Turn missing proof into an actionable worklist.
Surface unsupported allegations, missing evidence, unresolved identities, missing witness confirmation, authentication problems, undocumented damages, missing documents and broken transaction links.
Every gap includes the concrete action needed to close it.
- KESTREL-000005Re-let ledgerReceipts of $383,100, Feb–Jun 2024
- Reyes interviewColton Reyes“Most units went back out by March.”
- KESTREL-000006Vail email“Units sat idle through Q2.”
- Vail dep. 41:6Dermot VailNo re-let before July 2024
Contradiction Detection
Find what cuts the other way before someone else does.
DocketIQ surfaces material that conflicts with a factual proposition without deciding which version is correct.
Supporting evidence and contrary evidence are deliberately given equal visibility.
Witnesses.Know who knows what — and what supports it.
DocketIQ builds a structured knowledge map around every person connected to the matter.
- Repossession of 22 units, Jan 18, 2024KESTREL-000004
- Re-let of units to third partiesKESTREL-000005
- Yard condition and off-rent logsFerreiro interview
Witness Intelligence
See the witness behind the name.
Track what each witness may know, which facts they can address, the evidence involving them, documents they may authenticate, interview questions, expected testimony and disclosure status.
Every knowledge subject can trace back to the source indicating the witness may know it.
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Witness Statements
Let witnesses speak in their own words.
Give witnesses a private account where they can prepare and submit their statement without seeing your case strategy, evidence, pleadings or anyone else’s testimony.
The legal team cannot silently edit their words. Counsel can accept the statement or return it for revision.
Follow the Money.Make complex financial evidence understandable.
DocketIQ brings traditional financial transactions and blockchain movements into the same evidentiary model.
- Kestrel Mountain Supply→Tallgrass Equipment Leasing$0Jan 5, 2024WireKESTREL-000003
- Summit Rentals→Tallgrass Equipment Leasing$0Feb 14, 2024ACHKESTREL-000005
- Big Horn Aggregates→Tallgrass Equipment Leasing$0Mar 11, 2024CheckKESTREL-000005
- Pinecrest Builders→Tallgrass Equipment Leasing$0May 6, 2024ACHKESTREL-000005
- Tallgrass operating→Tallgrass reserve$0Jun 3, 2024InternalUnlinked
Transaction Intelligence
One ledger for the entire money trail.
Track wires, ACH, checks, internal transfers, crypto, tokens, loans, grants, commissions and other movements.
Connect transactions directly to documents, people and counts.
Funds-Flow Chains
Follow the money step by step.
Visualize how funds move between people, companies, banks, exchanges and wallets.
Every hop must be backed by a transaction or document. If support is missing, DocketIQ shows the break instead of filling it with an assumption.
Damages.Don’t just state damages. Build them.
A damages figure is only as useful as the computation and evidence underneath it.
Damages Builder
Build every number from its source.
Create each head of damage, define its theory, enter the inputs behind the computation and attach the supporting material.
DocketIQ will not present an unsupported number as a completed damages figure.
- Prepayment received$0KESTREL-000003
- Rent earned to repossession$0KESTREL-000001 §4.2
- Repossession date—KESTREL-000004
Discovery & Production.Move from case development to production without rebuilding the file.
The same structured case record drives disclosures, privilege review, productions and reporting.
- 1.Parties and counsel
- 2.Individuals with information
- 3.Contact information
- 4.Subjects of information
- 5.Documents and ESI by category
- 6.Custodians
- 7.Document locations
- 8.Damages computation
- 9.Damages supporting documents
- 10.Insurance agreements
- 11.Agreements referenced
- 12.Documents cited in pleadings
- 13.Expert witnesses
- 14.Privilege review
- 15.Certificate of service
Disclosure Readiness
Know exactly what stands between you and a completed disclosure.
Track readiness across people and witnesses, documents and ESI, damages, agreements and documents referenced in the pleadings.
A built-in workflow checks the underlying records rather than relying on someone simply checking a box.
- Mendes notes, re-let callUndetermined
- Equipment leaseunstamped
- Personal guarantyunstamped
- Wire advice, $486,000unstamped
- Repossession noticeunstamped
- Re-let ledgerunstamped
- Hale → Ferreiro emailAttorney-client · logged
- Mendes notes, re-let callWork product · logged
Productions & Bates
Build the production. Stamp it. Preserve the record.
Create production sets, gather responsive documents, record withheld material and reasons, apply Bates numbering and maintain a permanent record of what went out.
DocketIQ blocks production while included material remains privileged or privilege-undetermined.
Ask the Case.Answers grounded in your record.
Ask DocketIQ questions about the matter in plain language.
The Case Assistant works from authorized material in the matter rather than answering case-specific questions from general model knowledge.
123
“…we have two lifts already out on another job…”
Case Assistant
Ask a question. Follow the answer back to the source.
Every factual statement is designed to carry a citation that opens the underlying material.
If the record cannot answer the question, DocketIQ says so — and can identify what information is missing.
Universal Case Search
Search the case, not the folders.
Search people, evidence, pleading language, factual propositions, transactions, counts, damages and publications from one command.
Search results tell you why they matched.
See the Theory.From document to damages — see how the case connects.
Case Theory Graph
See why everything matters.
Explore the relationships connecting people, statements, documents, transactions, factual propositions, elements, counts and damages.
Follow supporting and contrary paths through the record and open any underlying item directly from the graph.
Your Right Hand.One AI interface. An entire litigation team behind it.
Open DocketIQ’s Right Hand from anywhere in the matter.
It knows where you’re working. Open it from a witness and it starts with that witness. Open it from a count and it understands the count. Open it while drafting and it works alongside the document.
Ask a question once.
DocketIQ coordinates the right specialists, searches the case record, checks the evidence, looks for contradictions, verifies the answer and brings the result back to you.
You ask. DocketIQ assembles the team.
Context-Aware Assistant
It already knows where you’re working.
No need to repeatedly explain the case.
The Right Hand carries the context of the matter and the page you’re viewing into the conversation, whether you’re working with a witness, count, document, damages item or draft.
Pop it out when you want the full Case Assistant workspace.
Ask the Team
One question can activate multiple specialists.
- “What supports Element 3?”
- “Find contradictions in Kane’s testimony.”
- “What happened between March 1 and March 15?”
- “What evidence are we still missing?”
The Coordinator determines which specialists should work the question and assembles their findings into one response.
Six-Part Answers
Not just an answer. The record behind it.
Every substantive response can show six things:
- Answer
- The direct response.
- Supporting Evidence
- What supports the conclusion.
- Contradicting Evidence
- What cuts the other way.
- Sources
- The underlying records.
- Limitations
- What DocketIQ could not establish.
- Verification
- Verified · Verified with Warnings · Failed
From Question to Verified Answer
Every answer passes through a governed pipeline.
Question → Coordinator → Specialist Agents → Evidence Check → Deterministic Guards → Independent Review → Verification → Attorney
The model doesn’t get the last word.
You do.
16 Specialists. One Case.Purpose-built agents for litigation.
DocketIQ doesn’t rely on one general-purpose AI trying to do everything.
Specialized agents perform defined jobs across the matter, each operating against the same connected case record.
Matter Intelligence
Turn the filing into a structured case.
Identify parties, counts, elements, people, allegations, dates, admissions, denials, defenses, organizations and relationships — while preserving where each item came from.
An allegation remains an allegation.
Tallgrass took the lifts with no payment default.
Evidence
Ask what proves it.
Find the evidence that supports, contradicts or corroborates a statement and trace every connection back to the record.
- Jan 5, 2024Wire $486,000KESTREL-000003Decl. ¶4
- Feb 3, 2025Lifts takenCompl. ¶19Feb 4, 2025Lifts takenReyes 58:4
- Feb 5, 2025Vail emailKESTREL-000006
- Feb 12, 2025First re-letKESTREL-000005Tr. 71:2
- Jul 14, 2026Reyes deposedTranscript
Timeline
Build chronology from the record.
Extract dates and events from incoming material, connect events to their sources and surface conflicting dates instead of silently choosing one.
“We have two lifts already out on another job, the rest are in the yard.”
“All leased equipment remained in Tallgrass’s yard until March 2025.”
A places two lifts on another job Feb 5, 2025; B says all equipment stayed in the yard until March.
Contradiction
Find the conflict. Show both sides.
DocketIQ can identify potentially conflicting statements and preserve Statement A, Statement B, both sources and why they may conflict.
It surfaces the contradiction.
The attorney determines what it means.
- Vail email · “two lifts already out”KESTREL-000006
- Re-let ledger · first hire Feb 12, 2025KESTREL-000005
- Held under §9.1 course of dealingAnswer ¶12
- Repossession noticeKESTREL-000004
- Yard / GPS logs, Feb 3–12, 2025Not in record
- Reyes · lifts dispatched to renterTr. 64:2
- Re-let customer agreementsNot in record
Claims & Elements
Know what supports every element.
Analyze claims and defenses element by element against supporting evidence, contradicting evidence and what is still missing.
- Case A v. Case BCO Ct. App.Repossession must follow the lease’s notice termsIn AuthorityInsert
- Case C v. Case DColo.Wrongful taking of leased goods as conversion
- Case E v. Case FCO Ct. App.Prepayment and default under equipment leases
Section 9.1 permits repossession only on a payment default continuing 15 days after written notice.✓ Case A v. Case B Tallgrass gave neither.
Legal Research
Research without invented authority.
Search DocketIQ Authority for cases, propositions and supporting law and bring verified citations directly into your work.
A citation isn’t presented as authority unless the underlying authority exists in DocketIQ.
“Written notice and the cure period are conditions precedent to repossession.”
- Source found
- Quote matched
- Pin cite checked
- Proposition checkSupports
Authority Verification
Don’t just find the case. Verify the proposition.
Check quotations, citations and pin cites against stored authority — and determine whether the cited material actually supports the proposition for which it is being offered.
Discovery
Turn evidentiary gaps into discovery.
Start with what the case is missing and develop targeted RFPs, interrogatories, RFAs, subpoenas, deposition questions and interview questions designed to close those gaps.
Kestrel prepaid $486,000 on January 5, 2024. Tallgrass took the lifts on February 3, 2025. Tallgrass had no right to do so. KESTREL-000001 §9.1KESTREL-000003
Drafting
Draft from the case. Not from a blank prompt.
Build work product from structured facts, evidence, legal research and attorney instructions.
Rewrite, research, add authorities and develop arguments without surrendering control of the document.
Kestrel prepaid the full lease term. Vail admitted the taking in writing.1 Tallgrass never gave Kestrel any notice2 before it took the lifts. Re-letting the lifts establishes conversion.3 Summary judgment should enter on Counts 1 and 2.4
Review
Give your draft a skeptical second reader.
Run work product through a senior-litigator-style review designed to surface weak support, overstatement, missing elements and arguments that haven’t been addressed.
- Citations resolve…KESTREL-000003 · wire advice
- Figures match source$486,000 = wire amount
- Independent reviewSecond reader agrees
- LanguageNo overstatement
Verification
Trust — but verify automatically.
AI output passes through DocketIQ’s trust layer and independent review.
Results are clearly labeled: Verified · Verified with Warnings · Failed
And DocketIQ tells you why.
Strategy
Separate evidence from argument.
Build a strengths-and-weaknesses view of the matter while clearly distinguishing: Fact · Evidence · Inference · Possible Argument · Attorney Position · Unknown
DocketIQ helps organize the analysis without pretending an inference is a fact.
- May knowRepossession timing, yard intake4
- StatementsDeposition · Jul 14, 20262
- EvidenceKESTREL-000004, -0000053
- ContradictionsReturn condition vs. intake log1
- Expected testimonyEquipment returned damaged1
- ExhibitsRepossession notice, re-let ledger2
Witness Intelligence
Know the witness before the deposition.
Bring together what a witness may know, statements they’ve made, evidence involving them, contradictions, expected testimony and exhibits into one intelligence profile.
Turn that record into interview questions and deposition outlines.
Damages
Make the math reproducible.
Keep claimed, documented, calculated and estimated damages distinct.
Inputs trace back to their sources and arithmetic is performed deterministically rather than entrusted to an AI model.
- Ferreiro memo to A. HaleMar 3, 2025 · client fileQueued
- Re-let ledgerKESTREL-000005Queued
- Guaranty · VailKESTREL-000002Queued
- Wire adviceKESTREL-000003Queued
Privilege & Sensitivity
AI that understands when to stop.
Surface material that may contain privilege, sensitive personal information or other protected content for human review.
Ethical walls apply to DocketIQ’s AI just as they apply to people.
Ask the Case
The attorney’s front door to all of it.
Ask DocketIQ about the matter in natural language.
Behind that simple conversation is a coordinated system of litigation specialists working against the actual case record.
One interface. Sixteen specialists.
One connected case.
AI with Guardrails.AI that assists the lawyer. It doesn’t become the lawyer.
DocketIQ uses specialized agents with narrow responsibilities rather than giving one unrestricted model control over the matter.
Agents analyze. Agents organize. Agents suggest.
People decide.
- PleadingMap ¶¶ 14–22 to elements8%
- EvidenceIndex KESTREL-00000778%
- TimelinePlace Jan 5, 2024 wire42%
- TransactionsTrace $486,000 prepaymentDone
- DamagesRecompute DMG-0018%
- GapsYard intake log missing78%
- AuthenticationCustodian for -00000542%
Specialized Agents
Different jobs. Different agents. One governed system.
Specialized agents work across pleadings, evidence, witnesses, interviews, testimony, timelines, transactions, damages, contradictions, discovery, disclosures, authentication, gaps and reports.
Each agent operates within a defined role.
Human Review
Nothing silently becomes part of the case.
AI-generated classifications, relationships and observations enter a review queue.
A person reviews each suggestion before it enters the case record.
Accepted. Rejected. Superseded.
The decision remains human.
Deterministic Guards
Important rules aren’t just prompts. They’re enforced in code.
DocketIQ checks critical agent output before it can be shown or stored.
Citations must resolve to actual matter records. Unsupported factual claims aren’t presented as findings. AI cannot turn allegations into established wrongdoing or put unconfirmed words into a witness’s mouth.
Tallgrass re-let the equipment for $383,100 [KESTREL-000005].
- Citation verifiedKESTREL-000005 resolves
- Source existsRe-let ledger in Vault
- Allegation languageNo finding of wrongdoing
- Witness language validatedNo witness quoted
- Human review requiredQueued for A. Hale
Built for the Record.Everything important leaves a trail.
- AHAI question09:20:10Avery Hale ·“What did Tallgrass get for the re-let?”
- CMUpdated FACT-00409:14:31Carla Mendes ·Draft→Reviewed
- CMSigned in09:12:04Carla Mendes ·MFA · new device
Audit Log
Know who changed what — and when.
Changes to the matter are written to an append-only audit log containing the user, time and before-and-after record.
Sign-ins, exports, AI questions, password events and deleted-record tombstones are recorded too.
- Vault-001-003-005-0074
- Search-005-006-0073
- Reports-003-005-0073
- Exports-002-0052
- AI context-003-005-006-0074
Ethical Walls
Screens that apply to the entire system — including AI.
Screen a person from specific documents and those documents disappear from their vault, search, reports and exports.
They are also excluded from material available to DocketIQ’s AI agents.
Reporting.Turn the working case into attorney-ready output.
Generate reports directly from the structured matter: disclosures, damages computations, witness directories, expected testimony, evidence reports, pleading-to-proof matrices, missing-evidence reports, transaction reports, chronologies, privilege logs and production logs.
Export to Word, Excel, CSV or print-ready views without rebuilding the work somewhere else.
- DisclosuresDOCX
- Damages computationDOCXXLSX
- Witness directoryDOCXXLSXCSV
- Expected testimonyDOCX
- Evidence reportDOCXXLSX
- Pleading-to-proof matrixDOCXXLSX
- Missing evidenceDOCXXLSXCSV
- TransactionsXLSXCSV
- ChronologyDOCXXLSXCSV
- Privilege logDOCXXLSXCSV
- Production logXLSXCSV
- Print-ready views
- Reading 42 facts
- Linking 118 exhibits
- Writing 6 sheets
One case. One connected record.
- Pleadings aren’t isolated from evidence.
- Evidence isn’t isolated from witnesses.
- Witnesses aren’t isolated from facts.
- Facts aren’t isolated from elements.
- Damages aren’t isolated from their sources.
- And AI isn’t isolated from human review.
DocketIQ connects the entire litigation record — from pleading to proof.