Forensic Analysisfor all written content.
ARCHITECT-Q is a deterministic, audit-grade forensic analysis engine. Every report is evidence-traceable, adversarially challenged, regulatory-compliant, and scored for outcome confidence — engineered for maximal scenario coverage and scientific integrity.
- 0
- Analysis Tiers
- 0+
- Detection Vectors
- 0%
- Auditable Output
- CORE ID
- FS-3D7-AIC
- RESOLUTION
- 0.001mm
- ACCURACY
- 99.99%
- SCAN DEPTH
- 0.02–250
- DATA DENSITY
- 8.7PB/s
- POWER
- 92%
- Core CalibrationOK
- Field StabilizationOK
- Data Link SyncOK
- Scan InitiatedOK
- Integrity CheckOK
Audit-grade forensics for written content
ARCHITECT-Q is a deterministic, audit-grade forensic analysis engine for all written content. Every report is evidence-traceable, adversarially challenged, regulatory-compliant, and scored for outcome confidence — engineered for maximal scenario coverage, scientific integrity, and granular analytics.
Universal Input
Accepts blogs, articles, manuscripts, regulatory docs, and transcripts — any written content, one forensic pipeline.
Forensic Pipeline
Decomposes text into claims, sources, bias signals, and contradictions with full end-to-end traceability.
Compliance & Risk Gating
Every report passes layered compliance, integrity, and ethics audit gates with scenario adversarial testing.
Full-Spectrum Reporting
Live claim tracking, bias heatmaps, entropy graphs, scenario visualizations, and compliance matrices.
No Ambiguous Findings
Every result is scored, error-bounded, and aligned to institutional and regulatory standards.
Outcome Confidence
Maximal scenario coverage and scientific integrity, scored for confidence on every judgment.
Stepwise forensic mechanism chain
Ten deterministic stages carry an artifact from secured intake to a signed, self-repairing report — flow advances left to right, each step emitting its own auditable data summary.
Secure Content Lock
Ingest and hash input for immutable provenance.
PROVENANCEClaim Parsing
Extract every statement and claim, linked to its context.
EXTRACTIONAuthorship Verification
Detect style anomalies, ghostwriting, and authorship drift.
FORENSICSource Trace Table
Bind every claim to its originating source with a traceable evidence trail.
TRACEContradiction / Entropy Audit
Map logical drift, unstable narrative, and contradiction frequency.
ENTROPYBias & Adversarial Scanning
Quantify agenda, framing, and adversarial signals with weighted scenario graphs.
ADVERSARIALCorrection / Lineage Mapping
Extract every edit, correction, and stealth change as a hash-linked log.
LINEAGECompliance Gating
Apply pass/fail overlay for regulatory, accessibility, and institutional standards.
COMPLIANCEReport Output
Live audit tables, bias heatmaps, scenario entropy plots, and compliance matrices.
REPORTINGAuto-Repair Loop
Any error, ambiguity, or contradiction triggers a transparent fix or explicit escalation.
REMEDIATIONEvery claim is bound to its source and full audit trail, so each finding is tamper-evident and replayable from end to end.
Detected bias signals are weighted by their narrative influence and resolved into a single, error-bounded exposure score per document.
Grant-gated forensic report environment
This public page does not run visitor-submitted documents. The preview below shows the report surfaces available only inside the approved Embassy Row Project grant environment.
Aggregate verdict confidence interval
Every claim is flagged. Click a row to expand its audit trail.
Intensity of bias / agenda across document blocks. Hover a cell.
Logical drift / rare-event pathway density across the document.
| Gate | Standard | Score | Result |
|---|---|---|---|
| AUDIT | Audit Replay & Chain of Custody | 96 | PASS |
| INTEGRITY | Integrity & Quality Assurance | 91 | PASS |
| ETHICS | Ethics & Compliance Index | 88 | PASS |
| ADVERSARIAL | Adversarial Stress Pass | 84 | PASS |
From raw text to forensic verdict
Input Artifact
Any text — news, blogs, articles, white papers, reports, manuscripts — ingested as a single forensic artifact.
Initial Screening
3D holographic pass: visual artifact gates, source registration, and private-person redaction.
Scan
Target mapping, hidden thesis extraction, and source integrity baselining.
Tier 2 — Standard
Swarm behavior mapping, sentiment arcs, and chart-axis framing analysis.
Tier 3 — Full Forensic
Intent hypothesis matrix, coordination indicators, and BEC-team adversarial review.
Final Analysis
Scored summary dashboard with classification labels and a final judgment.
What the engine measures
Trajectory, not a snapshot
The engine reconstructs the full emotional arc of an artifact — charting how sentiment is engineered to rise, dip, and resolve, exposing where persuasion pressure is applied.
Sentiment Arc
Tracks emotional trajectory across the full artifact, not just polarity at a point.
Propaganda Detection
Flags manipulation mechanics — framing, loaded language, and rhetorical pressure.
Authenticity Scoring
Source integrity, fabrication signals, and null-hypothesis pass.
Coordination Indicators
Surfaces swarm behavior and coordinated narrative amplification.
Intent Hypothesis
Builds a weighted matrix of plausible authorial and operational intent.
Manipulation Register
Catalogs every detected technique with severity and confidence scores.
Inside the intelligence layer
Each detected claim is scored against every manipulation signal, building a weighted map of probable authorial and operational intent. Brighter cells mark higher confidence; amber marks a dominant vector.
Every source, weighed and ranked
Provenance, corroboration, and recycling are scored into a single integrity index — so a confident claim from a weak source never passes unflagged.
Live scientific overlays mapped to real ARCHITECT-Q metrics
Every curve, dial, gate and branch below is an illustrative visualization of the platform's forensic dimensions — fragility, audit linkage, bias exposure, adversarial resilience, and multi-scenario divergence. The public preview uses a sealed demonstration timeline; operational analysis and audit exports require grant approval.
A sealed preview of how review pressure changes across a document.Anomaliescontradictions, bias, and provenance gaps detectedCoverageshare of the document already auditedAnalytic FragilityA public preview of where framing pressure appears across document sections.Signalframing or affect intensity per sectionWeightsection influence on overall narrativeExposure DialEach finding is linked to review context so public summaries remain traceable without revealing internal methods.Referencecontent fingerprint of the claim blockAudit Trailordered processing and provenance stepsLineageevidence classification and correctionsClaim → Source Linkage⚔ Re-attribute anonymous claim to fabricated authority.
⚔ Insert emotive modifiers to skew arc.
⚔ Mirror identical phrasing across blocks.
⚔ Saturate audit vectors with noise contradictions.
A public preview of how findings move through review gates before release.Fragilitylive analytic fragility levelHeadroommargin (+) or breach (−) vs the gate limitOverlay Gates · Audit / Integrity / EthicsA public preview of how review risk changes across the sealed timeline.Changestep-over-step shift in fragilityUncertaintymeasurement confidence bandRisk Drift TimelineThree escalating tiers
- Visual artifact gates
- Source registration
- Null-hypothesis pass
- Private-person redaction
- Swarm behavior map
- Sentiment arc graph
- Chart-axis framing
- Manipulation register
- Intent hypothesis matrix
- Coordination indicators
- BEC-team adversarial review
- Final scored judgment
| ID | Technique | Mechanism | Severity |
|---|---|---|---|
| 0001 | Loaded Framing | Emotionally charged descriptors steer reader judgment | HIGH |
| 0014 | Selective Omission | Material context withheld to bias the thesis | HIGH |
| 0027 | False Balance | Equal weight to unequal evidence | MED |
| 0039 | Axis Distortion | Chart framing exaggerates magnitude | MED |
| 0052 | Source Laundering | Claim cycled through unverifiable origin | HIGH |
| 0066 | Manufactured Consensus | Coordinated repetition simulates agreement | CRIT |
The summary dashboard
Every run resolves to a single, traceable judgment — each score linked back to the exact evidence, technique, and source that produced it. No black box. Fully auditable.
Compliance overlays & resilience log
Every output passes layered compliance, integrity, and ethics gates plus an adversarial audit before release. No segment ships without clearing all gates.
Immutable provenance record plus a replayable transformation log for every artifact.
Cross-checks claim consistency, source grounding, and framing neutrality before release.
Multi-axis ethics gate covering bias, harm, fairness, and disclosure obligations.
Scenario adversaries probe for evasion, manipulation, and rare-event failure paths.
- Each analytic step is recorded in an immutable audit log.
- Findings export for institutional or legal review (JSON / signed PDF).
- Every score links back to evidence, technique, and source.
- Hash-linked correction lineage preserves full provenance.
Performance gains, risk register deltas, and the update chronology — tracked against a historical resilience score.
- 2024 Q1MILESTONERES 71Audit overlay certifiedChain-of-custody replay accepted for institutional review.
- 2024 Q2UPGRADE PATCHRES 78Fragility engine updateRare-event pathway detection sensitivity +18%.
- 2024 Q3RISK EVENTRES 74Coordination-evasion deltaRisk register updated: swarm-mimicry vector logged and closed.
- 2024 Q4MILESTONERES 83Ethics multi-axis gateFull ethics index promoted to mandatory pre-release gate.
- 2025 Q1UPGRADE PATCHRES 89Adversarial suite expansionAdversarial scenario coverage expanded to 240 stress cases.
- 2025 Q2RISK EVENTRES 86Authorship-drift advisoryRisk delta resolved: ghostwriting heuristics recalibrated.
- 2025 Q3MILESTONERES 94Continuous integrity assuranceQuality gate moved to continuous, per-segment evaluation.
Benchmarked against peer frameworks
All scores are calculated from benchmarked scenario runs and public case testbeds — measured head-to-head against representative peer frameworks across six forensic dimensions.
| Dimension | ARCHITECT-Q | Peer A | Peer B | Peer C |
|---|---|---|---|---|
| Mechanism Rigor | 98 | 92 | 90 | 91 |
| Audit Trace | 99 | 90 | 85 | 86 |
| Adversarial Resilience | 95 | 89 | 90 | 91 |
| Novel Scenario Detection | 97 | 88 | 84 | 85 |
| Output Confidence | 97.5% | 95% | 94% | 95% |
| Coverage | 100% | 90% | 90% | 92% |
Highlighted cells indicate the leading score per dimension. Evidence: benchmarked scenario runs and public case testbeds.
Credentialed platform guidance preview
Section-by-section onboarding, troubleshooting logic, role-based operator guides, and API documentation are shown as read-only previews. Operational actions require approved grant credentials.
- Accepted artifacts: blogs, articles, manuscripts, regulatory docs, transcripts, plain text.
- Paste raw text or upload — the engine hashes input on intake for immutable provenance.
- Max segment length auto-chunks; each chunk keeps its own provenance hash.
Protected sandbox interface preview
The public site shows representative API structure and response surfaces only. Submitting requests, generating artifacts, and retrieving certificates are restricted to approved Embassy Row Project grant recipients.
Approved-environment preview. Public submission is disabled.
Approved grant access is required to submit protected requests.
Updatable, data-driven review surfaces
Every visual is data-driven and embedded for executive, team, or regulatory review — filter, sort, and read the same audit evidence from any angle.
| ID | CLAIM | TYPE | STATUS | CONF |
|---|---|---|---|---|
| C-01 | Policy will reduce costs by 30% | FACTUAL | PASS | 0.92 |
| C-02 | Officials privately admit failure | ATTRIBUTED | FLAG | 0.41 |
| C-03 | Unprecedented public outrage | RHETORICAL | FLAG | 0.33 |
| C-04 | Report cites three studies | FACTUAL | PASS | 0.81 |
| C-05 | Experts warn of collapse | ATTRIBUTED | REVIEW | 0.58 |
| C-06 | Everyone agrees the plan works | RHETORICAL | FAIL | 0.18 |
| C-07 | Budget figures verified by audit | FACTUAL | PASS | 0.95 |
| C-08 | Sources close to the matter | ATTRIBUTED | REVIEW | 0.49 |
| Loaded lang. | Framing | Omission | Emotive | Source skew | |
|---|---|---|---|---|---|
| Lede | 0.3 | 0.5 | 0.2 | 0.4 | 0.1 |
| Body 1 | 0.6 | 0.7 | 0.4 | 0.5 | 0.3 |
| Body 2 | 0.4 | 0.5 | 0.6 | 0.3 | 0.5 |
| Quote | 0.8 | 0.6 | 0.3 | 0.9 | 0.7 |
| Analysis | 0.7 | 0.9 | 0.7 | 0.8 | 0.6 |
| Close | 0.5 | 0.6 | 0.4 | 0.7 | 0.5 |
Guided remediation, escalation, and adversarial event tracking
A modular decision tree routes every concern or failure point toward remediation or escalation. Edge-case submissions enter an event registry for operator review and protocol adaptation, and every escalation auto-exports its rationale with stamped audit evidence.
What concern are you reporting?
Select the closest failure point to enter the remediation tree.
Edge-case submissions, operator reviews, and escalations recorded here. Escalations auto-export rationale and stamped audit evidence.
- 1Signal flagged
- 2Red-team confirmed
- 3Review control strengthened
- 4Corpus rechecked
Date-stamped changelog with governance trends and traceable rationale
A sortable, date-stamped record of every platform update, module change, audit-rule patch, and resilience shift. Each entry links directly to its rationale, compliance impact, and affected workflows, charted against historical performance trends.
Red-team review confirmed an amplification probe required stronger review controls. Sensitivity was raised inside the protected environment.
Audit · Ethics re-certified
97 / 100
Put any text through the forensic engine.
ARCHITECT-Q is not a public tool. Credentialed access is issued privately to vetted NGOs, research institutes, and think tanks after grant review by the Embassy Row Project.