Every industry has its own data shape, regulatory perimeter, decision velocity, and risk surface. We bring the architecture; we tune it to the operating environment you actually live in.
From compliance and KYC pipelines to research copilots, deal-room intelligence, and trading-desk infrastructure — built to satisfy regulators, not just demos.
Engagements deployed inside private VPCs with full audit logging, role-aware retrieval, and model routing tuned to regulatory data residency. We pair frontier models with deterministic policy layers so every decision has a traceable lineage.
Knowledge systems, drafting copilots, and matter intelligence for legal, accounting, audit, and management consulting practices.
A senior partner's reasoning patterns, encoded as retrieval, prompts, and tools — accessible to every associate. Document and matter histories become live institutional memory rather than dormant archives.
HIPAA-grade documentation, intake, and workflow systems for clinics, health systems, and digital health operators.
PHI-safe pipelines with redaction, identity-aware retrieval, and clinical evaluation suites built alongside subject-matter clinicians. We build for the day a regulator asks how the system arrived at an output.
Forecasting, exception handling, and dispatch intelligence for freight, last-mile, warehousing, and fulfillment operators.
Operational AI that closes the loop — surfacing the exception, proposing a decision, executing the action across TMS / WMS / carrier APIs, and learning from the outcome. Built for the warehouse floor, not the boardroom.
Document review, deal flow, leasing operations, and tenant experience automation for brokerage, investment, and management firms.
From OM screening to lease abstraction to tenant correspondence — operational surfaces that compress the deal cycle from weeks to days. Integrated with the property management stack you already operate.
Merchandising copilots, customer intelligence, and post-purchase ops for retailers, marketplaces, and DTC brands.
Intelligence that operates at the cadence of consumer behavior — pricing, copy, catalog, and customer ops surfaces wired into your commerce stack with live evaluation and feedback loops.
Predictive operations, document automation, and field intelligence for utilities, energy producers, and infrastructure operators.
High-stakes operating environments need conservative AI: deterministic policy layers, human-in-the-loop checkpoints, and offline-capable interfaces for field crews. We design for the realities of the asset, not the cleanliness of the demo.
Embedded AI features, copilots, and infrastructure for software companies that need to ship intelligent products — not just integrate someone else's.
For SaaS teams who want to own the AI layer — not rent it. We build the architecture, the evaluation system, and the cost engineering required to make AI features durable economic primitives in your product.