01
Governed Intake
The system only accepts attributable written content. Every artifact is registered with a verifiable fingerprint, establishing an unbroken chain of custody from the moment it enters.
ARCHITECT-Q Use Cases
ARCHITECT-Q Use Cases
One Framework. Ten Intelligence Verticals. One Hundred High-Value Services.
ARCHITECT-Q converts high-stakes documents into evidence-ranked, contradiction-tested, red-team-validated, legally controlled, audit-ready intelligence products.
Built for lawsuits, articles, contracts, reports, transcripts, filings, policies, investigations, public records, and sensitive evidence packets.
- Evidence-ranked
- Contradiction-tested
- Red-team-validated
- Release-gated
- Audit-ready
Inputs → Forensic Workflow → Governed Outputs
01 / Inputs
Source Documents
- Lawsuits
- Articles
- Contracts
- Reports
- Transcripts
- Filings
- Policies
- Investigations
- Evidence packets
02 / Forensic Workflow
Governed Analysis
- Provenance validation
- P0 to P5 evidence banding
- Claim extraction
- Mechanism-chain mapping
- C0 to C5 contradiction scoring
- Red-team gauntlet
- Recursive repair
- Redaction
- Release gate
- Audit manifest
03 / Governed Outputs
Intelligence Products
- Claim ledger
- Contradiction register
- Forensic report
- Public-proof rebuttal
- Compliance pack
- Authority-submission dossier
- Board memo
- Audit trail
- Knowledge block
How ARCHITECT-Q Works
A governed forensic workflow for high-stakes documents.
- 01
Intake
Ingest lawsuits, articles, contracts, reports, transcripts, filings, policies, investigations, and evidence packets.
Source material is registered, hashed, and queued without altering the original artifact.
- 02
Evidence Governance
Validate provenance, classify sources, and assign P0 to P5 evidence bands.
Each source carries a provenance record and a band that governs how its claims may be used downstream.
- 03
Forensic Analysis
Extract claims, map mechanisms, detect contradictions, score risk, and identify missing proof.
Claims are ledgered, mechanism chains are mapped, and contradictions are scored C0 to C5.
- 04
Red-Team Review
Stress-test for bias, omission, manipulation, legal risk, privacy risk, unsupported inference, and source weakness.
An adversarial pass challenges every conclusion before any output is permitted to leave the system.
- 05
Controlled Output
Generate counsel-ready, board-ready, public-proof, authority-submission, or audit-ready deliverables.
A release gate verifies redaction, evidence bands, and audit lineage before delivery.
The Forensic Operating System
How Every Service Works
Every service in the catalog runs on the same engine. ARCHITECT-Q is not a summarizer. It is a fail-closed, zero-trust governance perimeter for written content.
02
Evidence Taxonomy
Source credibility is scored deterministically and ranked from primary and canonical down to speculative. Temporal decay and cross-source corroboration automatically modulate every weight.
03
Atomic Claim Extraction
Documents are not summarized. They are shattered into atomic claims, and every assertion is extracted, cited, and tracked against the evidence that supports or weakens it.
04
Multi-Axis Analysis
Every document is interrogated across seven dimensions at once: authorship and stylometry, evidence source, citation span, contradiction scan, bias and risk exposure, scenario boundary, and correction lineage.
05
Four-Verdict Claim Governance
Every extracted claim receives a reproducible ruling: Approved, Conditional, Needs Proof, or Prohibited. Nothing is treated as fact until the evidence permits it.
06
Contradiction Engine
Claim-to-claim conflicts and fact-drift are detected and quantified as scenario entropy. High entropy automatically triggers a compliance lock before any output is generated.
07
Adversarial Red-Teaming
Synthetic threat vectors and manipulation patterns are injected to stress-test the analytic chain before any conclusion is permitted to leave the system.
08
Audit Chain and Provenance
Every analytic event, correction, and output is logged in a tamper-evident record, ensuring perfect forensic replayability of how each conclusion was reached.
Ten High-Value Intelligence Verticals
Each vertical converts complex source material into structured, evidence-governed deliverables.
01
Claim LedgerDeposition PrepEvidence Map
Litigation Intelligence and Lawsuit Material Analysis
Convert pleadings, exhibits, transcripts, discovery, and filings into claim-ledgered, contradiction-tested litigation intelligence.
- Target audience
- Law firms, plaintiffs, defense teams, litigation funders, investigators, corporate counsel.
- Trigger
- Receipt of a complex complaint, a document dump, or an impending deposition where finding the evidentiary gaps is critical.
- Key deliverables
- Claim ledger, contradiction register, exhibit map, deposition prep package, settlement leverage memo.
02
Propaganda DetectionSource AuditPublic Rebuttal
Investigative Journalism, Media Bias and Propaganda Forensics
Audit articles and media narratives for source quality, framing, omissions, manipulation, and public-proof response readiness.
- Target audience
- Reputation-defense firms, PR crisis teams, public figures, executives, NGOs, legal teams, media watchdogs.
- Trigger
- Publication of a hostile article, the launch of a smear campaign, or the need to pre-verify a high-risk investigative piece.
- Key deliverables
- Article forensic report, manipulation map, source audit, contradiction register, public-proof rebuttal.
03
GRC ReviewControl FailuresAudit Pack
Corporate Compliance, Governance and Internal Audit
Transform policies, reports, controls, investigations, and internal records into audit-ready compliance intelligence.
- Target audience
- Compliance departments, boards, GRC teams, auditors, risk officers, regulated enterprises.
- Trigger
- Regulatory scrutiny, an internal whistleblower report, or a routine audit of corporate controls.
- Key deliverables
- Compliance gap report, audit workpaper pack, remediation tracker, board risk memo.
04
Sanctions DossierAsset TrackerAML Review
Financial Crime, Sanctions, Fraud and Asset-Pathway Intelligence
Map fraud allegations, sanctions indicators, asset pathways, beneficial ownership, and regulatory submission readiness.
- Target audience
- AML teams, law firms, investigative firms, compliance vendors, regulators, NGOs, financial institutions.
- Trigger
- Suspicious activity reports, sanctions list updates, or complex fraud allegations requiring evidentiary unwinding.
- Key deliverables
- Sanctions dossier, asset pathway map, fraud proof map, regulatory referral package.
05
Rights EvidenceRedactionAuthority Packet
Civil Rights, Human Rights and NGO Evidence Systems
Organize sensitive evidence, testimony, reports, transcripts, and public records into survivor-safe, authority-ready case packets.
- Target audience
- NGOs, civil-rights groups, legal clinics, advocacy networks, humanitarian organizations.
- Trigger
- Mass casualty events, systemic abuse allegations, or the need to submit evidence to an international body.
- Key deliverables
- Public-proof report, authority submission packet, survivor-safe evidence map, harm and remedy matrix.
06
OversightProcurementPublic Records
Public Sector, Government Oversight and Regulatory Review
Analyze agency reports, procurement materials, public records, and oversight documents for evidence gaps and accountability risks.
- Target audience
- Inspectors general, oversight bodies, agencies, public-sector contractors, policy groups.
- Trigger
- Publication of a major agency report, a procurement dispute, or a mandate to audit program failures.
- Key deliverables
- Oversight report, procurement risk map, public-record contradiction register, audit-defense package.
07
Crisis Fact BaseNarrative MapBoard Memo
Enterprise Risk, Crisis Response and Reputation Defense
Build verified fact bases, rebuttal packages, stakeholder briefings, and board-level crisis intelligence.
- Target audience
- CEOs, founders, PR firms, crisis teams, public figures, investor relations, boards.
- Trigger
- A sudden PR crisis, a short-seller attack, or a viral social media narrative threatening brand equity.
- Key deliverables
- Crisis fact base, public-proof rebuttal, adversarial narrative map, board crisis memo.
08
Policy Red-TeamGap AnalysisGovernance
Policy Analysis, Legislative Review and AI-Assisted Governance
Decompose policies, compare jurisdictions, red-team rules, and generate governance-ready recommendations.
- Target audience
- Think tanks, agencies, boards, universities, compliance teams, policy shops, public-interest groups.
- Trigger
- Drafting new legislation, responding to a request for public comment, or overhauling institutional governance.
- Key deliverables
- Policy red-team report, regulatory gap memo, governance decision matrix, policy update package.
09
Research IntegrityCitation AuditReplicability
Scientific, Academic and Research Integrity Review
Audit research claims, citations, methods, conflicts, replicability, and retraction-risk indicators.
- Target audience
- Universities, journals, funders, grant reviewers, research labs, scientific publishers.
- Trigger
- Peer review of a breakthrough paper, an investigation of research misconduct, or evaluation of a major grant proposal.
- Key deliverables
- Research integrity audit, replicability report, peer-review support pack, citation integrity map.
10
Contract RiskProcurementObligation Matrix
Contract, Procurement and Commercial Document Intelligence
Extract obligations, contradictions, risks, deadlines, vendor claims, and dispute-readiness from commercial documents.
- Target audience
- Legal departments, procurement teams, vendors, enterprises, government contractors, private equity.
- Trigger
- M&A due diligence, vendor onboarding, or preparation for a commercial breach-of-contract dispute.
- Key deliverables
- Obligation matrix, contradiction audit, negotiation issue list, procurement risk map, dispute-readiness package.
Use Case Radar
Ten verticals. Ten services each. One governed core.
One Hundred Services Built From One Forensic Workflow
Each service turns documents into structured outputs with evidence bands, contradiction scoring, red-team review, release control, and audit lineage.
Complaint Forensic Audit
Extracts every allegation, cause of action, party, remedy demand, factual dependency, and unsupported assertion.
Output Complaint claim ledger
Claim LedgerAnswer and Defense Contradiction Review
Compares denials, admissions, and affirmative defenses against exhibits, emails, public records, and prior statements.
Output Defense contradiction register
Contradiction EngineClaim-Element Proof Matrix
Maps each legal claim to required legal elements and supporting evidence.
Output Element-by-element proof matrix
Evidence BandingExhibit-to-Allegation Mapping
Links every exhibit to the allegations it supports, weakens, or contradicts.
Output Exhibit-to-claim evidence map
Evidence BandingDeposition Prep Engine
Creates witness-specific question trees, impeachment traps, exhibit references, and contradiction-based follow-ups.
Output Deposition prep packet
Claim LedgerMotion Opposition Support
Identifies disputed facts, weak assumptions, missing evidence, and record-supported counterarguments.
Output Motion opposition issue map
Contradiction EngineTimeline and Event Reconstruction
Builds a master litigation chronology from filings, emails, texts, transcripts, contracts, and public records.
Output Forensic case chronology
Audit ChainDamages Proof-Gap Audit
Identifies missing payroll, tax, medical, valuation, contract, lost-profit, mitigation, or expert evidence.
Output Damages evidence gap report
Evidence BandingSettlement Leverage Memo
Scores strongest facts, weakest facts, contradiction exposure, trial risk, and negotiation leverage.
Output Settlement leverage memo
Red-Team ReviewCounsel-Review Case Intelligence Report
Produces a litigation-ready report with claim ledger, evidence bands, contradictions, chronology, risk flags, and next actions.
Output Counsel-review litigation intelligence report
Release GateArticle Forensic Audit
Breaks a news article into claims, sources, assumptions, omissions, framing devices, and unsupported inferences.
Output Article claim and source ledger
Claim LedgerPropaganda Steering Detection
Identifies emotional priming, villain framing, repetition, moral loading, selective sequencing, and psychological pressure.
Output Narrative steering report
Red-Team ReviewSource-Laundering Analysis
Detects when anonymous, conflicted, weak, or recycled sources are rhetorically upgraded into apparent facts.
Output Source integrity audit
Evidence BandingJournalist Misconduct-Risk Review
Flags undisclosed conflict indicators, source coordination, timing anomalies, beneficiary alignment, and repeated target patterns.
Output Journalistic misconduct-risk memo
Red-Team ReviewOmission and Asymmetry Report
Identifies excluded counter-evidence, buried responses, ignored context, and unequal skepticism toward opposing sources.
Output Omission and asymmetry register
Contradiction EngineHeadline-to-Evidence Audit
Compares headline implications against the evidence actually provided inside the article.
Output Headline evidence mismatch report
Contradiction EngineDefamation-Risk Review
Flags unsupported accusations, guilt language, intent claims, motive speculation, and legally dangerous overstatement.
Output Defamation-risk screen
Red-Team ReviewNarrative Network Comparison
Compares article language against lawsuits, PR memos, political talking points, short-seller reports, or competitor narratives.
Output Narrative origin and echo map
Audit ChainPublic-Proof Rebuttal Package
Produces a source-bound, legally cautious response suitable for counsel or communications review.
Output Public-proof rebuttal draft
Release GateMedia Reliability Scorecard
Scores evidence strength, contradiction severity, source independence, steering density, omission risk, and public-proof eligibility.
Output Media reliability scorecard
Evidence BandingCompliance Document Audit
Reviews policies, procedures, reports, and manuals for contradictions, gaps, outdated language, and weak controls.
Output Compliance document audit
Contradiction EngineRegulatory Crosswalk Mapping
Maps internal documents to GDPR, HIPAA, SOC 2, ISO 27001, ISO 42001, NIST, SEC, FINRA, FCA, or sector standards.
Output Regulatory crosswalk matrix
Audit ChainInternal Investigation Structuring
Converts allegations, interview notes, emails, logs, and evidence into a structured investigative record.
Output Internal investigation case file
Claim LedgerBoard Risk Intelligence Memo
Converts complex compliance findings into executive-level exposure, accountability, and remediation summaries.
Output Board-ready risk memo
Release GateControl Failure Analysis
Identifies where policy, training, monitoring, access control, approvals, or documentation failed.
Output Control failure root-cause report
Red-Team ReviewWhistleblower Claim Triage
Evidence-bands whistleblower claims, classifies urgency, detects retaliation risk, and recommends escalation.
Output Whistleblower triage report
Evidence BandingAudit Trail Reconstruction
Rebuilds event lineage from emails, tickets, logs, approvals, policy edits, and system activity.
Output Audit trail reconstruction map
Audit ChainPolicy-as-Code Readiness
Converts compliance requirements into rule logic, approval gates, exception handling, and auditable workflow controls.
Output Policy-as-code implementation brief
Release GateRemediation Action Tracker
Generates corrective action plans tied to evidence, owners, deadlines, proof requirements, and closure criteria.
Output Remediation tracker
Audit ChainThird-Party Audit Workpaper Pack
Produces auditor-ready evidence bundles, control maps, traceable findings, and compliance manifests.
Output External audit workpaper pack
Release GateFraud Allegation Proof Map
Separates verified facts, reported allegations, inferred claims, speculative claims, and prohibited claims.
Output Fraud allegation proof map
Evidence BandingSanctions Dossier Builder
Assembles lawful, public-source, evidence-banded dossiers for counsel, compliance, or authority review.
Output Sanctions dossier
Release GateAsset Pathway Tracker
Maps assets, entities, beneficial owners, jurisdictions, transfers, intermediaries, and regulatory touchpoints.
Output Asset pathway map
Audit ChainShell-Company Evidence Graph
Links entities, officers, addresses, filings, transactions, nominee indicators, and public records.
Output Shell-company evidence graph
Audit ChainAML Narrative Audit
Tests suspicious activity narratives for evidence sufficiency, contradictions, unsupported leaps, and missing source support.
Output AML narrative audit
Contradiction EngineBeneficial Ownership Review
Identifies ownership gaps, inconsistencies, hidden relationships, circular control, and unverified claims.
Output Beneficial ownership risk report
Evidence BandingRegulatory Referral Package
Creates authority-submission-ready summaries with claim ledgers, evidence bands, audit chains, and jurisdiction routing.
Output Regulatory referral package
Release GateCross-Jurisdiction Risk Matrix
Maps OFAC, EU, UK, UN, SEC, FCA, FinCEN, BaFin, and other authority pathways.
Output Jurisdiction risk matrix
Audit ChainFinancial Red-Flag Detection
Identifies concealment patterns, asset movement anomalies, documentation irregularities, and evasion indicators.
Output Financial red-flag report
Red-Team ReviewFinancial Misconduct Intelligence Report
Produces a legally cautious, source-bound report for investigators, compliance teams, counsel, boards, or regulators.
Output Financial misconduct intelligence report
Release GateRights-Violation Evidence Map
Organizes testimony, video transcripts, police reports, court records, medical records, and public records by claim.
Output Rights evidence map
Evidence BandingVictim and Survivor Consent Framework
Tracks consent, privacy status, redaction requirements, safe-share eligibility, and withdrawal conditions.
Output Consent and privacy register
Release GatePublic-Proof Rights Report
Produces redacted, evidence-bound reports for NGOs, legal teams, media, or advocacy organizations.
Output Public-proof rights report
Release GateAuthority-Submission Package
Prepares structured submissions for regulators, ombudsmen, agencies, courts, treaty bodies, or international organizations.
Output Authority submission packet
Release GateIncident Chronology Reconstruction
Builds timelines from bodycam transcripts, witness statements, dispatch records, calls, reports, emails, and filings.
Output Incident chronology
Audit ChainPattern-of-Practice Analysis
Detects repeated conduct across cases, actors, agencies, departments, geographies, or time periods.
Output Pattern-of-practice report
Audit ChainWitness Contradiction Review
Compares testimony against records, timestamps, video transcripts, other witnesses, and official statements.
Output Witness contradiction register
Contradiction EngineHarm and Remedy Matrix
Maps alleged violation, supporting evidence, remedy pathway, required proof, and submission destination.
Output Harm and remedy matrix
Evidence BandingRedaction and Safety Review
Removes PII, survivor-sensitive details, retaliation-risk content, and unsafe public disclosures.
Output Redaction and safety report
Release GateNGO Knowledge-Block Library
Converts sanitized patterns into reusable templates for future cases, partner organizations, and training systems.
Output Reusable NGO knowledge block
Audit ChainAgency Report Audit
Analyzes public reports, oversight findings, inspector general documents, committee reports, and agency memos.
Output Agency report audit
Claim LedgerProcurement Integrity Review
Detects bid irregularities, vendor conflicts, scoring inconsistencies, improper criteria, and documentation gaps.
Output Procurement integrity report
Red-Team ReviewPolicy Compliance Review
Compares agency action against statutes, regulations, policies, procedures, and stated mandates.
Output Policy compliance review
Contradiction EnginePublic-Record Contradiction Analysis
Compares public statements against filings, minutes, hearings, FOIA records, budget data, and official records.
Output Public-record contradiction register
Contradiction EngineInspector-General Evidence Pack
Creates claim ledgers, evidence maps, contradiction registers, timelines, and investigation summaries.
Output Inspector-general evidence pack
Release GateMisconduct Referral Readiness
Structures referral materials for counsel, oversight bodies, agencies, or competent authorities.
Output Misconduct referral packet
Release GateRegulatory Horizon Monitoring
Tracks rule changes and identifies documents, cases, or outputs affected by new requirements.
Output Regulatory horizon impact alert
Audit ChainProgram Failure Root-Cause Analysis
Maps governance, funding, implementation, oversight, reporting, and accountability breakdowns.
Output Program failure root-cause report
Red-Team ReviewPublic Transparency Report
Generates redacted, source-bound, public-facing reports with evidence status and risk caveats.
Output Public transparency report
Release GateAudit-Defense Package
Documents how conclusions were reached, what evidence was used, what was excluded, and why.
Output Audit-defense package
Audit ChainReputational Attack Analysis
Audits hostile articles, lawsuits, reports, campaigns, and social narratives for evidence quality and manipulation.
Output Reputational attack forensic report
Red-Team ReviewVerified Crisis Fact Base
Builds a fact ledger separating confirmed facts, allegations, speculation, unknowns, and prohibited claims.
Output Verified crisis fact base
Evidence BandingPublic Response Generator
Produces legally cautious, source-bound draft responses for counsel, executives, or communications teams.
Output Counsel-review public response draft
Release GateMisinformation Rebuttal Package
Identifies false claims, contradictions, omissions, source conflicts, and corrective evidence.
Output Misinformation rebuttal package
Contradiction EngineStakeholder Briefing System
Generates executive, board, investor, employee, regulator, and public versions from the same governed evidence base.
Output Stakeholder briefing suite
Release GateAdversarial Narrative Map
Tracks who benefits, what claims repeat, which sources amplify, and where language originated.
Output Adversarial narrative map
Audit ChainLegal-Risk Communications Audit
Reviews statements for defamation, privacy, privilege, retaliation, securities, or employment-law risk.
Output Legal-risk communications audit
Red-Team ReviewIncident Response Chronology
Builds timelines of allegation, publication, response, evidence, stakeholder reaction, and remediation.
Output Incident response chronology
Audit ChainReputation Recovery Evidence Pack
Organizes corrections, documents, proof points, timelines, rebuttals, and safe public messaging.
Output Reputation recovery evidence pack
Evidence BandingBoard-Level Crisis Report
Delivers risk posture, evidence strength, unresolved issues, communications risk, and strategic next actions.
Output Board crisis intelligence report
Release GatePolicy Document Decomposition
Breaks policies into obligations, prohibitions, definitions, enforcement clauses, exceptions, and ambiguity points.
Output Policy decomposition map
Claim LedgerCross-Jurisdiction Comparison
Compares laws, regulations, standards, and institutional policies across countries, states, agencies, or sectors.
Output Cross-jurisdiction comparison matrix
Audit ChainRegulatory Gap Analysis
Identifies missing clauses, ambiguity, enforcement weaknesses, compliance conflicts, and obsolete language.
Output Regulatory gap analysis
Contradiction EnginePolicy Red-Team Review
Stress-tests policy language for loopholes, abuse potential, ambiguity, implementation failure, or adversarial exploitation.
Output Policy red-team report
Red-Team ReviewLegislative Impact Matrix
Maps affected parties, changed obligations, operational burden, evidence basis, and foreseeable risks.
Output Legislative impact matrix
Evidence BandingPolicy Update Recommendation Engine
Generates source-bound policy revisions tied to statutes, standards, institutional goals, and risk controls.
Output Policy update recommendation pack
Release GateCompliance Overlay Creation
Converts policy requirements into controls, approval gates, audit rules, workflow states, and evidence requirements.
Output Compliance overlay blueprint
Release GatePublic Comment Analysis
Analyzes public comments, stakeholder feedback, recurring themes, influence patterns, contradictions, and missing issues.
Output Public comment synthesis report
Contradiction EngineGovernance Decision Memo
Produces board-ready or agency-ready policy briefings with evidence bands, options, tradeoffs, and risk grades.
Output Governance decision memo
Release GatePolicy Knowledge-Block Library
Turns validated policy patterns into reusable governance templates for future use.
Output Reusable policy knowledge block
Audit ChainResearch Paper Claim Extraction
Breaks papers into hypotheses, methods, findings, limitations, causal claims, and unsupported statements.
Output Research claim ledger
Claim LedgerEvidence Hierarchy Review
Classifies evidence by original data, peer review, replication, citation quality, sample quality, and inference strength.
Output Evidence hierarchy map
Evidence BandingMethodology Contradiction Audit
Detects mismatch between methods, data, statistics, conclusions, and stated limitations.
Output Methodology contradiction report
Contradiction EngineCitation Integrity Analysis
Identifies weak citations, circular citations, missing primary sources, misrepresented sources, and outdated references.
Output Citation integrity audit
Audit ChainReplicability Risk Report
Flags missing data, unclear methods, unreported parameters, non-reproducible procedures, and statistical opacity.
Output Replicability risk report
Red-Team ReviewGrant Application Review
Maps claims, novelty, feasibility, evidence, risk, implementation path, and compliance readiness.
Output Grant application review memo
Evidence BandingConflict-of-Interest Detection
Identifies funding, institutional, author, commercial, or undisclosed relationship risks.
Output Conflict-of-interest risk report
Red-Team ReviewPeer-Review Support Pack
Generates structured reviewer notes, claim ledgers, evidence gaps, contradiction points, and revision recommendations.
Output Peer-review support pack
Release GateRetraction-Risk Screening
Flags overclaiming, data inconsistency, image or data concerns, ethics gaps, and unsupported causal statements.
Output Retraction-risk screen
Red-Team ReviewResearch Synthesis Report
Compares multiple papers and ranks findings by evidence strength, reliability, novelty, and replication support.
Output Research synthesis report
Release GateContract Clause Extraction
Identifies obligations, rights, deadlines, remedies, indemnities, termination clauses, confidentiality, IP, and dispute terms.
Output Contract clause map
Claim LedgerClause Contradiction Audit
Detects conflicting terms across sections, exhibits, amendments, schedules, side letters, and incorporated documents.
Output Clause contradiction audit
Contradiction EngineObligation Matrix
Maps who must do what, by when, under what condition, with what consequence.
Output Obligation matrix
Audit ChainContract Risk Scoring
Scores liability, indemnity, payment, confidentiality, IP, termination, warranties, governing law, and dispute exposure.
Output Contract risk scorecard
Evidence BandingProcurement Document Review
Analyzes RFPs, bids, scoring sheets, vendor submissions, evaluation memos, and award rationales.
Output Procurement document review
Claim LedgerVendor Integrity Audit
Compares vendor claims against certifications, public records, sanctions lists, past performance, litigation, and conflicts.
Output Vendor integrity audit
Red-Team ReviewNegotiation Issue List
Generates prioritized redlines and negotiation targets based on risk, leverage, and business value.
Output Negotiation issue list
Red-Team ReviewCompliance Crosswalk
Maps contract obligations to regulations, insurance, audit, reporting, cybersecurity, privacy, and internal policy requirements.
Output Contract compliance crosswalk
Audit ChainDispute-Readiness Package
Extracts breach allegations, supporting documents, defenses, notice history, cure periods, and damages evidence.
Output Dispute-readiness package
Release GateExecutive Contract Summary
Produces business-readable summaries with obligations, risk flags, deadlines, financial exposure, and recommended actions.
Output Executive contract summary
Release GateThe 10 Flagship Intelligence Products
Ranked by demand, value, and immediate use across high-stakes teams.
01
Litigation Claim and Contradiction Audit
Direct legal value with immediate use in case review, deposition prep, settlement strategy, and motion support.
02
Media and Propaganda Forensic Audit
High demand for reputation defense, public figures, companies, NGOs, legal teams, and media accountability.
03
Crisis Fact Base and Public-Proof Rebuttal
Urgent, high-value service for companies, founders, executives, and public figures under attack.
04
Compliance Document Audit
Repeatable enterprise service for regulated organizations, boards, auditors, and compliance teams.
05
Sanctions and Asset Pathway Dossier
Specialized, high-ticket service for financial crime, sanctions review, and authority-facing work.
06
Civil-Rights Evidence Packet
High-impact service for NGOs, legal clinics, advocacy groups, and public-interest work.
07
Procurement Integrity Review
Valuable for government contracting, enterprise vendor review, public-sector oversight, and bid challenges.
08
Contract Contradiction and Obligation Matrix
Practical enterprise service with immediate legal and commercial value.
09
Research Integrity Audit
Useful for universities, journals, funders, reviewers, and scientific organizations.
10
Policy Red-Team Review
Strong fit for think tanks, agencies, boards, institutions, and regulated industries.
Service Packaging
Four engagement models, from rapid triage to ongoing platform access.
Tier 1
Rapid Forensic Snapshot
24 to 48 hours
Outputs
Executive summary, evidence score, top contradictions, risk flags, next actions.
Ideal for
Crisis teams, legal triage, journalists, executives.
Tier 2
Full Forensic Intelligence Report
3 to 7 days
Outputs
Claim ledger, evidence bands, contradiction register, timeline, red-team findings, risk assessment, public-proof eligibility.
Ideal for
Litigation, compliance, media forensics, internal investigations.
Tier 3
Authority, Counsel or Board-Ready Package
1 to 3 weeks
Outputs
Audit-ready dossier, exhibits map, legal risk memo, compliance risk memo, redaction log, release-gate review, submission-ready package.
Ideal for
Regulators, boards, law firms, NGOs, government oversight, sanctions, compliance.
Tier 4
Platform and Retainer Model
Ongoing
Outputs
Continuous monitoring, document ingestion, rolling claim ledger, contradiction alerts, evidence library, knowledge blocks, governance dashboard.
Ideal for
Enterprises, law firms, NGOs, public-sector agencies, high-risk founders, reputation-defense firms.
What ARCHITECT-Q Produces
Every engagement ends in governed deliverables with a status tag and a defined audience.
Executive intelligence summary
A concise read of evidence strength, contradictions, and next actions.
Audience Executives, boards, counsel.
Typical use Fast decision-making on a high-stakes document set.
Claim ledger
Every assertion extracted, attributed, and linked to its support.
Audience Legal teams, investigators, analysts.
Typical use Claim-by-claim review and impeachment preparation.
Evidence map
Sources mapped to the claims they support, weaken, or contradict.
Audience Litigation teams, auditors, NGOs.
Typical use Tracing how each conclusion is grounded in source material.
Contradiction register
Conflicts scored across the full document set with severity bands.
Audience Counsel, compliance, oversight bodies.
Typical use Surfacing inconsistencies that change case or risk posture.
Timeline reconstruction
A master chronology built from filings, messages, and records.
Audience Investigators, litigation teams, oversight.
Typical use Establishing sequence, causation, and notice history.
Mechanism-chain graph
A mapped chain of how a claim or event leads to its consequence.
Audience Analysts, policy teams, counsel.
Typical use Showing the reasoning path behind a conclusion.
Red-team findings
Adversarial review of bias, omission, manipulation, and weak sourcing.
Audience Boards, counsel, communications teams.
Typical use Pressure-testing conclusions before release.
Legal risk report
Defamation, privacy, privilege, and liability exposure flagged by claim.
Audience Counsel, executives, communications teams.
Typical use Reviewing statements before public or filed use.
Compliance risk report
Gaps, control failures, and regulatory exposure mapped to standards.
Audience Compliance teams, auditors, boards.
Typical use Audit preparation and remediation planning.
Public-proof rebuttal
A source-bound, legally cautious response prepared for review.
Audience Public figures, NGOs, executives, legal teams.
Typical use Responding to hostile narratives with verified evidence.
Authority-submission package
Structured materials prepared for regulators, agencies, or courts.
Audience Compliance teams, NGOs, investigators.
Typical use Submitting evidence-governed findings to authorities.
Redaction and privacy log
A record of removed PII, sensitive detail, and unsafe disclosures.
Audience NGOs, legal clinics, compliance teams.
Typical use Demonstrating survivor-safe and lawful handling.
Audit manifest
A lineage record of evidence used, excluded, and why.
Audience Auditors, oversight bodies, boards.
Typical use Defending how every conclusion was reached.
Board-ready memo
Risk posture, evidence strength, and strategic next actions.
Audience Boards, executives, investor relations.
Typical use Briefing leadership on a high-stakes matter.
Counsel-review report
A litigation-ready report with claims, bands, contradictions, and flags.
Audience Law firms, corporate counsel, litigation funders.
Typical use Case strategy, deposition prep, and motion support.
Knowledge block
A sanitized, reusable pattern template for future matters.
Audience NGOs, enterprises, research teams.
Typical use Standardizing analysis across recurring case types.
Standard Deliverable Outputs
Regardless of the vertical, every ARCHITECT-Q run yields a complete, reproducible forensic record.
01
Human-Readable Narrative Report
Legally cautious, source-bound, and tailored to its intended audience.
02
Claim Governance Map
A visual ledger of every Approved, Conditional, Needs Proof, and Prohibited claim.
03
Contradiction Graph and Timeline
A chronological mapping of fact-drift and the exact points where claims conflict.
04
Bias Exposure Radar
A multi-axis chart scoring political, geographic, racial, and socioeconomic framing.
05
Compliance Scorecard
A pass, warn, or fail matrix aligned to NIST AI RMF, ISO 42001, and the EU AI Act.
06
Machine-Readable JSON
Fully structured data for downstream dashboarding and enterprise integration.
Commercial Differentiation
Five Pillars of Differentiation
Against standard AI tools, the commercial value rests on five best-in-class pillars.
01
Multi-Axis Forensics
Seven credibility dimensions analyzed simultaneously, not a single relevance score.
02
Deterministic Scoring
Reproducible, repeatable metrics rather than opaque, one-shot AI opinion.
03
Fail-Closed Governance
Nothing releases without first passing red-team and compliance gates.
04
Cryptographic Provenance
A tamper-evident, replayable chain of analysis behind every conclusion.
05
Standards-Native
Maps out of the box to NIST AI RMF, ISO 42001, EU AI Act, and OWASP GenAI.
Built for High-Stakes Teams
What each team uploads, what ARCHITECT-Q analyzes, and what they receive.
Law firms
- Uploads
- Pleadings, exhibits, discovery, transcripts, and filings.
- Analyzes
- Claim elements, exhibit linkage, contradictions, and damages gaps.
- Receives
- Claim ledger, contradiction register, and deposition prep packet.
Compliance teams
- Uploads
- Policies, controls, internal investigations, and audit records.
- Analyzes
- Control failures, regulatory gaps, and outdated language.
- Receives
- Compliance gap report, remediation tracker, and audit workpaper pack.
Boards
- Uploads
- Risk reports, investigation findings, and crisis materials.
- Analyzes
- Exposure, accountability, evidence strength, and unresolved risk.
- Receives
- Board-ready risk memo and strategic next actions.
Public-sector agencies
- Uploads
- Agency reports, procurement records, and oversight documents.
- Analyzes
- Evidence gaps, procurement irregularities, and accountability risk.
- Receives
- Oversight report, procurement risk map, and audit-defense package.
NGOs
- Uploads
- Testimony, transcripts, public records, and survivor-sensitive material.
- Analyzes
- Claim evidence, pattern of practice, and redaction requirements.
- Receives
- Public-proof report, authority submission packet, and harm matrix.
Crisis teams
- Uploads
- Hostile articles, lawsuits, campaigns, and social narratives.
- Analyzes
- Evidence quality, manipulation, omissions, and corrective proof.
- Receives
- Verified crisis fact base and public-proof rebuttal package.
Financial crime teams
- Uploads
- Fraud allegations, sanctions indicators, and transaction records.
- Analyzes
- Asset pathways, beneficial ownership, and evidence sufficiency.
- Receives
- Sanctions dossier, asset pathway map, and regulatory referral package.
Policy groups
- Uploads
- Laws, regulations, public comments, and governance documents.
- Analyzes
- Obligations, gaps, loopholes, and cross-jurisdiction conflicts.
- Receives
- Policy red-team report, gap memo, and governance decision matrix.
Research institutions
- Uploads
- Papers, grant applications, citations, and research reports.
- Analyzes
- Claim support, method contradictions, and replicability risk.
- Receives
- Research integrity audit, citation map, and peer-review support pack.
Procurement teams
- Uploads
- Contracts, RFPs, bids, vendor submissions, and amendments.
- Analyzes
- Obligations, clause contradictions, deadlines, and vendor claims.
- Receives
- Obligation matrix, contradiction audit, and procurement risk map.
Turn High-Stakes Documents Into Defensible Intelligence.
Deploy ARCHITECT-Q across litigation, media forensics, compliance, financial crime, civil rights, government oversight, crisis response, policy, research integrity, and commercial document intelligence.