We build production AI platforms that change how organizations evaluate proposals, manage regulatory compliance, and make high-stakes decisions — engineered for environments where accuracy and auditability are non-negotiable.
Purpose-built systems for industries where accuracy, compliance, and defensible decisions matter more than novelty.
AI-powered proposal evaluation that transforms how organizations assess bids, contracts, and RFP responses. Automated requirement extraction, side-by-side proposal comparison, scoring consistency checks, and intelligent risk flagging — with a full audit trail behind every recommendation.
Enterprise compliance platform delivering regulation-mapped micro-systems for FDA, USDA, ISO, GFSI, CMMC, and SOC 2. AI-driven workflows, audit-ready documentation, and continuous gap analysis that keeps evidence current between certification cycles.
Built with modern technology
The work behind our platforms — available as focused engagements for teams with problems that don't fit off-the-shelf software.
Extraction, classification, and structured comparison across contracts, RFPs, specifications, and regulatory filings — with citations back to the source text.
Requirements mapped to controls, evidence collected continuously, and audit packages generated on demand instead of assembled in a panic.
Retrieval pipelines, agent workflows, and evaluation harnesses built to run in production — with the monitoring and guardrails that implies.
Production-ready systems, not proof-of-concepts. We build with deployment, monitoring, and handoff in mind from day one.
Real experience in regulated environments — federal, defense, food safety, and manufacturing — so solutions survive contact with your auditors.
We work alongside your team, not around it — so the result fits the workflows people actually use.
Engineers who have shipped and supported systems in environments where getting it wrong has consequences.
Co-Founder
Full-stack engineer and cloud architect specializing in AI/ML systems and intelligent automation. Builds scalable SaaS platforms, distributed systems, and production AI pipelines. AWS and GCP certified.
Co-Founder
Solutions architect with 14+ years leading enterprise development for Fortune 500 companies and federal agencies. CISSP and AWS certified, with deep expertise in DoD systems, DevSecOps, and AI-powered solutions.
Whether you're evaluating proposals, preparing for an audit, or working out where AI actually fits, we'd like to hear the specifics. Tell us what you're dealing with and we'll tell you honestly whether we can help.
We usually reply within one business day.
