Margin protection
The Review Desk That Surfaced $221,915.70 in Missed Margin
$221,915.70 surfaced across $3,442,234.02 of bids reviewed, 34 jobs, zero errors escaping past human review.
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Portfolio
Case studies.
Every case shows where the system stops and accountable judgment begins.
Systems architecture
A Private Operating Environment That Keeps Sensitive Work Local and Still Reaches Frontier Models
A private, persistent operating environment for document intelligence, memory, task execution, voice, and multi-model review.
Read case study ↗Validation and control
A Validation Gate That Pulled a Failing Pricing Path Before It Touched a Live Quote
A pricing path that failed validation was removed before it could touch a live quote.
Read case study ↗Workflow automation
The Quote-Assembly Product That Eliminated About 50 Hours a Week of Manual Document Work
A raw vendor export became a structured, ERP-ready quotation in one validated pass. Roughly 50 hours per week of manual document work eliminated.
Read case study ↗AI systems engineering
Dependency-Aware Orchestration That Delivered 2.3× End-to-End Throughput
A dependency-aware orchestration layer that treats a task as a dependency graph, measured at 2.3x realized end-to-end throughput.
Read case study ↗Privacy and routing
A Fail-to-Local Router Where No Request Reaches a Cloud Model Without Passing One Code Path
A fail-to-local router where no request reaches a cloud model without passing through one code path.
Read case study ↗Adversarial review
An Adversarial Review Gate That Caught 4 Leaks Across 5 Drafts Before Sign-Off
An adversarial agent has to clear every draft before a human ever signs off; it caught 4 leaks across 5 drafts.
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