Industries we serve
We work with organizations where decisions are high-consequence, documentation is dense, and execution depends on moving from signal to action quickly.
The common bottleneck is rarely strategy. It is the gap between what is written in documents and what gets done in workflows. Our work combines document intelligence with agent automation so teams can review faster, escalate earlier, and make better decisions under pressure.
Capital Allocation & Portfolio Oversight
Where decisions depend on investment memos, lender updates, board packs, and portfolio reporting, agent automation keeps teams ahead of the document flow. We design systems that extract key changes, flag thesis drift, and route exceptions to the right operator before they become surprises.
Real Estate Owners, Developers, and Operators
Leases, offering memoranda, diligence binders, zoning materials, and construction documentation all carry material information, but rarely in one place. We use document intelligence and workflow agents to turn that sprawl into an operational system teams can act on quickly and consistently.
Logistics & Supply Chain Operations
Carrier contracts, rate sheets, shipment exceptions, and compliance records create constant operational drag. We deploy agents that monitor these streams, structure unformatted documents, and escalate only what requires human judgment.
Technology & Operating Teams
For teams managing dense internal documentation and repeated handoffs, we embed agents directly into core workflows. The result is faster retrieval, fewer context-switches, and cleaner execution without increasing headcount.
We optimize for durability.
Most AI consultancies chase model releases. They sell transformation rhetoric. They build systems tuned to the current moment that fracture the instant conditions change.
Fixed embedding pipelines broke with new models
Hardcoded prompt chains broke with expanded context
Agent frameworks became obsolete in months
That is what we design for. Not the current model. The current and every model after it.
See how it works in practice.
We'll walk through our process and show you exactly how we'd approach your specific industry challenges.
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