XPAIRK Intelligence Suite
Five intelligence stacks. No rip-and-replace.
Embedded intelligence for the workflows that drive your business — so your team can structure intake, surface risk, move work forward, and operate with more speed, clarity, and control.
White-Labeled. Yours.
This is not SaaS. Your brand, your domain, your identity. Every screen your clients and team see is yours — fully white-labeled from day one.
Custom Software. Instant Changes.
Purpose-built for your operation — not a generic platform you configure around. Customizations deploy instantly, not in quarterly release cycles.
Own Your Future.
Title agents have built incredible businesses without owning their tech. That changes now. Own your operations, your client experience, and your competitive edge.
Title exam intelligence. The right risks surfaced.
ExamIQ transforms dense title exam files into structured, actionable intelligence. It helps your team identify what matters, organize what needs attention, and review complex files with more consistency, visibility, and speed.
Structured Exam Data
Structure title exam data across document-heavy files — deeds, mortgages, liens, judgments, tax records — so your team reviews with clarity, not clutter.
Faster Issue Surfacing
Surface curative issues faster for examiner review. Findings are confidence-weighted and severity-classified so you know where to focus.
Auditable & Reviewable
Keep findings auditable, reviewable, and tied to the file. Accept, edit, or reject each finding with full traceability.
Title Examination
456 Oak St, Naperville, IL
Unreleased Mortgage — 2018 Refinance
Gap in Chain — Missing Warranty Deed
Property Tax Delinquency — 2024
Easement — Public Utility (Recorded)
Curative Actions
3 items require resolution
Lien Release — 2018 Mortgage
Payoff letter obtained. Release recorded Doc #2024R045891
Corrective Deed — Misspelled Grantee
Affidavit of identity drafted. Awaiting notarization.
Water Certificate — City of Chicago
Request submitted to DWM. Typical turnaround: 5-7 business days.
Clear exceptions. Close faster.
CurativeIQ transforms title exceptions into actionable resolution workflows across Cook and all Collar counties. It generates the exact curative steps needed — lien releases, corrective deeds, affidavits, water certificates — learns from every resolution, and gets smarter with every transaction your team completes.
Auto-Generated Action Plans
Downstream of ExamIQ findings, CurativeIQ creates specific curative steps with templates, deadlines, and responsible parties.
Deadline Tracking
Every curative item gets a deadline with automated escalation. No more searching through emails to check status.
Cook & Collar County Ready
Purpose-built for Illinois: water certificates, transfer tax declarations, MyDec automation, and county-specific zoning clearance across Cook, DuPage, Lake, Will, Kane, and McHenry.
Every order. Structured instantly.
FlowIQ eliminates the intake bottleneck. Emails, PDFs, scanned documents, and phone orders are captured, classified, and routed into structured workflows automatically. No re-keying. No missed orders. No 45-minute manual entry.
Instant Intake
Orders from any channel — email, portal, fax — are parsed, validated, and entered into your pipeline in seconds, not hours.
Smart Classification
Automatically identifies order type (purchase, refi, commercial), extracts parties, property details, and transaction requirements.
Auto-Routing
Orders flow to the right examiner, processor, or closer based on complexity, county, and workload — no manual assignment needed.
Intake Pipeline
Real-time processing
Email w/ PDF attachment from Baird & Warner
Purchase order — 789 Elm, Evanston, IL 60201
All required fields extracted. PIN verified.
Assigned to Cook/Collar county queue — Examiner Pool A
3.1 seconds total
Orchestration Plan
Complex Commercial — Loop, IL
Extended Thinking
> 40-year search package detected. Commercial parcel.
> Multiple entity transfers found. Trust involved.
> Triggering WebIQ for municipal freshness check...
> Parallel dispatch: ExamIQ (underwriting) + WebIQ (zoning)
Full underwriting review
Running
Zoning + municipal lookup
Running
Curative queue (standby)
Waiting
Document classification
Complete
The brain behind the operation.
BossIQ is the master orchestrator. It decomposes complex transactions into parallel workflows, delegates to the right specialist module, and ensures nothing falls through the cracks. Extended Thinking lets it reason through 40-year commercial search packages before making a single delegation.
Extended Thinking
Step-by-step reasoning through complex transactions before delegating. No hallucinated handoffs. Every decision is traceable.
Parallel Orchestration
Dispatches ExamIQ, WebIQ, CurativeIQ, and FlowIQ simultaneously when the transaction warrants it. Faster closings, no bottlenecks.
Strategic Planning
Analyzes transaction complexity, county requirements, and historical patterns to create the optimal workflow plan.
Real-time research. Citation-backed.
WebIQ solves the freshness problem across Cook and all Collar counties. It performs real-time county and municipal lookups — zoning status, code violations, special assessments, water/sewer liens — and returns citation-backed evidence that ExamIQ can act on immediately. Its source library grows automatically every day.
Live Municipal Data
Queries county assessor sites, municipal portals, and recorder databases in real time. No stale caches. No guessing.
Citation Coverage
Every claim comes with a source URL, retrieval timestamp, and confidence score. Unsupported claims are flagged, not hidden.
Conflict Detection
When sources disagree, WebIQ surfaces the conflict with both citations and an insufficient-confidence flag for attorney review.
External Research
Cook County — 789 Elm St
Property tax current through 2025 Q2. No delinquency.
No outstanding water/sewer charges. Last payment 2025-03-15.
Zoned RS-3. No pending zoning applications or variances.
3 recorded documents in last 12 months. Most recent: 2025-01-22.
Living Intelligence
Intelligence that compounds.
Every IQ module is a living system. It learns from corrections, absorbs institutional knowledge, and grows more capable with every transaction — while always keeping the human professional at the center of every decision.
Continuous Learning Loop
How IQ modules grow smarter every day
Transaction
Your team processes a title order
Analysis
IQ modules examine, flag, and recommend
Review
Attorney accepts, edits, or rejects findings
Learning
Corrections feed back into the knowledge layer
Growth
Next transaction benefits from all prior ones
Grows Every Day
Every transaction your team processes makes the system smarter. Training corrections, grading feedback, and real-world outcomes are continuously fed back into the knowledge layer. Day one is the least intelligent these modules will ever be.
Assistants, Never Replacements
IQ modules exist to empower title professionals who have spent decades mastering Illinois real estate law. They surface what matters, flag what’s risky, and draft what’s tedious — but the attorney always makes the call. Your expertise is the product. IQ is the amplifier.
Sanitized & Auditable
Every piece of intelligence is sanitized before it enters the knowledge layer. No PII leaks between clients. No hallucinated citations. Every recommendation is traceable to a source document, training correction, or statutory reference — ready for audit.
Intelligence Reporting
IQ modules report back what they’re learning — precision scores, recall rates, knowledge gaps, emerging patterns across counties. You see exactly how the intelligence is growing and where it needs human guidance to improve.
Built on Decades of Knowledge
Seeded with underwriter manuals, firm playbooks, Illinois statutes, and real exam corrections from experienced title professionals. The knowledge of veterans who’ve seen every nightmare scenario — encoded and compounding.
Cook & Collar County Native
Purpose-built for the counties where you close: Cook, DuPage, Lake, Will, Kane, McHenry, and beyond. County-specific logic for water certificates, transfer taxes, zoning, MyDec, and the attorney-agent model unique to Illinois.
“Title professionals have spent decades learning the nuances of Illinois real estate law. IQ modules don't replace that knowledge — they compound it. Every correction makes the system sharper. Every review makes it more precise. The goal isn't automation that works alone — it's architected intelligencethat works alongside the best in the business.”
Continuous Improvement
Train. Measure. Improve.
Two systems work behind the scenes to make every IQ module measurably better: the Lab trains and grades intelligence, while the X Pipeline simulates real-world scenarios against sanitized, benchmarked industry data.
The Lab
Model training, intelligence measuring, and improvement
Training Loops
Each IQ module runs automated training against synthetic and real scenarios. ExamIQ, CurativeIQ, BossIQ, FlowIQ, and WebIQ each have dedicated training pipelines with scenario seeding, execution, and grading.
Auto-Grading
Every training run is graded against answer keys — precision, recall, F1 scores, risk score calibration, and false positive/negative rates. Results are logged per iteration so you can track improvement over time.
Knowledge Feedback
When modules miss issues or hallucinate findings, corrections are synthesized into new knowledge chunks, embedded, and inserted into the RAG layer. The next run benefits from every past mistake.
Model Health Cards
Every module gets a live health card: F1 score, knowledge chunks, training iterations, learning velocity, confidence calibration, and production readiness status.
X Pipeline
Industry simulation, benchmarking, and calibration
Scenario Simulation
X simulates real-world title scenarios — complex commercial chains, multi-entity trusts, Cook County nightmare cases — against sanitized industry data. Every simulation produces measurable benchmarks.
Sanitized Benchmarking
All industry data passes through the 10-step sanitization pipeline before entering simulations. PII stripped, municipalities generalized, rare categories masked. Clean data in, reliable benchmarks out.
Cross-Module Intelligence
X acts as the shared learning spine — collecting mirrored learning events, case context, and retraining candidates across all IQ modules. Each module retrieves from its own corpus first, then augments with X intelligence.
Drift Detection & Retraining
X monitors model metrics for performance drift. When confidence scores decline or error rates spike, it triggers targeted retraining with the specific scenarios where the module is struggling.
Enterprise Security
Auditable. Governed. Secure.
Title insurance is a regulated industry. Every IQ module output is hashed, audit-trailed, policy-checked, and explainable — from the RAG chunks that informed it to the attorney who reviewed it. No black boxes.
Security Stack
Defense in depth — every layer independently enforced
5-Tier Route Protection
Every API route is classified: public_safe, public_abuse_prone, authenticated_user, self_protected, or admin_only. Unmatched routes default to authenticated. No open endpoints.
Central policy engine with 60+ explicit route rules
Role-Based Access Control
Six granular roles — admin, operator, trainer, agent, viewer, auditor — enforced at the route level. Every forbidden access attempt is logged to the security_events table with user, route, and timestamp.
DB-backed roles with ADMIN_EMAILS fallback
Governance Audit Trail
Every IQ module output generates an immutable audit record: input/output SHA-256 hashes, model ID, RAG context IDs, evidence lineage, confidence score, and attorney review action. Append-only — nothing is ever deleted.
Governance_audit_trail with SHA-256 content hashing
Universal Telemetry
Every API invocation — latency, status, risk scores, finding counts, confidence — is recorded to X_learning_events and X_model_metrics. Stage-aware: training, simulation, and production data are tagged and separated automatically.
Fire-and-forget, non-blocking, multi-tenant aware
Policy-as-Code Engine
Five active governance policies run on every IQ output: minimum confidence threshold, HITL required for commercial, government source required, maximum RAG knowledge age, and evidence required. Blocking failures trigger human review.
Evaluates AuditRecords against registered policies
10-Step Sanitization Pipeline
Every data point passes through a strict 10-step pipeline before entering the intelligence layer: schema validation, enum checks, PII scanning, municipality generalization, k-anonymity masking, range validation, timestamp stamping, payload limits, final PII re-scan, and provenance tagging. Strict mode only — no partial accepts.
sanitizeWorkerReport v1.1.0 — defense-in-depth
Fraud Intelligence Database
Cross-reference every transaction against a comprehensive fraud registry: cases, defendants, properties, entities, documents, statutes, victims, and agencies. Pattern matching across schemes, actors, and badges with real-time cross-referencing alerts.
9 fraud tables + real-time cross-reference API
Attribution-Based Explainability
Every IQ output comes with a plain-English explanation: which RAG knowledge chunks contributed, which documents were cited, and a confidence breakdown (RAG + Evidence + Model). Your attorneys see why the system reached its conclusion — not just what it concluded.
What if disruption didn't come from capital — but from intent?
Title agents in Illinois have built incredible businesses — without owning their tech, their tools, or their true competitive edge. They've succeeded anyway.
Now it's time to change that.
Own your operations.
Own your client experience.
Own your future.
Enterprise-grade intelligence. Fully white-labeled. Seamlessly integrated into everything you already use. Five purpose-built intelligence stacks that layer over your existing systems — no rip-and-replace.
And for the first time — completely underwriter agnostic.