Construction Technology · FinTech SaaS

From a 3-day manual review to a 4-minute AI assessment.

PrequalIQ — an AI subcontractor prequalification platform with document intelligence, automated financial analysis, and risk scoring. A 12-week MVP, delivered on schedule.

AnonymizedVerified outcomesProduction system

From a 3-day manual review to a 4-minute AI assessment.

The challenge

What they were up against.

Manual review of subcontractor financial packages took 3+ days each. A typical project required reviewing 40+ sub packages — weeks of analyst time before a contract could be awarded.

What we built

The system we shipped.

Document intelligence layer

Multi-format ingestion (PDF, DOCX, Excel, scans), OCR via Azure Form Recognizer + AWS Textract, document classification, and field extraction with confidence scoring.

Financial analysis engine

25+ financial ratios calculated automatically, multi-period trend analysis, bonding-capacity estimation, and peer benchmarking.

Risk scoring

Normalized 0–100 score with tier classification, top-3 risk factors with weighting, and automatic exception flagging into an underwriter queue.

Results

Outcomes, verified from production.

3 days → 4 min

Review time per package

15×

Volume one analyst can manage

100%

Standardized scoring (no analyst variance)

94%

High-risk flagging accuracy

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Results we've delivered. Clients we can't name.

Let's build your next production system.

Every outcome above is real, verified from a live system. Tell us what you're trying to ship and we'll map the fastest path there.

Integrity. Urgency. Ownership.

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40+ US businesses served · 65+ engineers · Zero long-term lock-in