Custom-built AI tools,
on a foundation that's already built.

Workflow Discovery

Kickoff engagement

Before anyone writes code, we sit with the people who do the work and map it end to end — the numbers, the judgment calls, and the tools your team already relies on. You leave with a clearly scoped first tool and the metrics to know it's working.

What you get

• Stakeholder interviews with the operators, not just leadership
• Workflow map with the LLM / deterministic split called out
• Wrap points around your existing systems of record
• Scoped first-tool proposal with success metrics

Custom Tool Build

Fixed scope, your own space

A custom AI tool built around a single workflow of yours, delivered under your own brand in a space that's entirely your own — with only the tools you've chosen to license, and nothing built from scratch just to get you set up.

What you get

• Production tool on your branded subdomain
• Your own WorkOS organization with SAML SSO / MFA options
• Per-tool licensing and seat management
• Live in dev and production environments

Platform-in-a-Box

Inherited by every tool

Every new tool arrives fully equipped from day one — secure sign-in, its own licensing, private data, your own AI costs, and a complete record of everything it does — with nothing rebuilt to add it. Your first tool pays for the foundation; every one after that costs a fraction of the first.

What you get

• WorkOS AuthKit with per-organization SAML / MFA
• Row-scoped Postgres behind a single tenancy seam
• Per-(org, tool) Anthropic API keys, encrypted at rest
• Superuser console for seats, entitlements, and usage

Pre-Built Tool Licensing

Up and running in days

License a tool we've already built and run it fully separate from every other client — no rebuild, no re-integration. It's the same proven product, with its own usage and costs tracked to you.

What you get

• LOI-to-Model Autopilot (commercial real estate)
• Assessment Defense Engine (property tax protests)
• Credit Report and Bank Statement Analysis (finance)
• Tenant-Rep CRM (Clients / Deals / Locations)

Data & Access Posture

Baked into every tool

Privacy here isn't a promise on a slide — it's enforced in the code. Your original files are read in the moment and never stored, access stays shut until you open it, and nothing on the record can be quietly altered after the fact.

What you get

• In-memory parsing; raw bytes never written to disk
• Financial values never appear in logs
• Three-stage gate: identity, seat, tool entitlement
• Immutable audit log for privileged mutations

Deterministic Math Layer

The thing that makes it usable

The AI never touches the numbers. It reads your documents and turns them into clean, organized data — flagging where each figure came from and how confident it is — while a separate calculation engine handles every calculation from there. The result is always exact, always traceable, and the AI can't invent a number, because it never does the arithmetic.

What you get

• Tool-use with guaranteed schemas for structured extraction
• Source snippet + confidence grade for every extracted field
• Explicit hallucination guards where a recompute is possible
• Human-in-the-loop validation surface, not a black box