Unified Query Engine
A federated query layer connecting fragmented data silos into a single, auditable source of truth.
Projects
Independent tools, experiments, and reference systems — distinct from client case studies.
From Sanity CMSA federated query layer connecting fragmented data silos into a single, auditable source of truth.
An AI-driven platform automating document classification, risk discovery, and compliance tracking for M&A due diligence, with a visual, consumer-grade review experience.
Financial middleware digitizing the construction project lifecycle from quote to settlement, with milestone-based escrow and idempotent payment processing.
A self-hosted AI teammate that turns scattered engineering logs, tickets, docs, and meetings into instant, private answers, plus deployment-risk gating and noise-to-signal triage.
A browser-based coding lab platform for courses: cloud IDEs per assignment, AI-assisted grading and feedback, integrity checks, and grade sync into the LMS schools already use.
A legal drafting platform that helps prepare lawsuit and response documents in structured, review-ready formats using multi-model AI.
An AI-assisted technical hiring platform unifying assessment, proctoring, and ATS handoff into one structured pipeline.
A governed, multi-model AI knowledge platform giving regulated enterprises citation-backed answers across 125+ models, with no vendor lock-in.
An AI-native operating system: autonomous agents that plan work from plain language, act through a user's own browser and terminal, and collaborate with each other, governed end to end.
Case studies vs projects
Client engagement outcomes live on Case Studies. This page is for work the team owns or shares publicly.
Systems, not just chat
Book a 20-minute discovery call — we'll tell you honestly whether AI is the right tool for what you're trying to solve.