Custom AI, built for how your business actually works.
We don't sell software seats or one-size-fits-all tools. We develop agents tailored to your workflows and built into your systems — then stay on to keep them running as your business changes.
Built around your business
Every engagement starts from your actual workflows and data — not a generic template you bend yourself to fit.
Embedded in your systems
Agents connect into your CRM, ERP, PSA, or DMS through MCP, so they work inside the tools your team already runs on.
A partnership, not a handoff
We don't ship and disappear. We stay on to keep accuracy high and grow the solution alongside you.
Examples of the work
What developing a solution looks like.
Every project is custom, but the shape is often familiar. Here are a few of the problems we develop solutions for — and what building one into your business actually involves.
Finance & insurance · Law firms
Document intake & processing
Applications, claims, contracts, and case files arrive as email and PDF, and your team spends its days collecting, checking, and re-keying them — the single biggest time sink in a document-heavy business.
See how this fits your industryWhat a solution like this does
- Reads, classifies, and extracts the data from your documents automatically
- Flags exceptions — missing items, risk, conflicts — for a human to review
- Files everything into your system of record, so nothing lives in an inbox
How we build it
We train it on your document types and your rules, and wire it into your CRM, AMS, LOS, or DMS through MCP — so it works inside the systems your team already uses, not as one more tab to check.
MSPs & IT services
Service-desk & internal support
Tier-1 tickets — password resets, status checks, the same known issues — burn the hours your best people should spend on real work, and the answer is usually buried in an old ticket or one senior tech's head.
See how this fits your industryWhat a solution like this does
- Triages, deduplicates, and resolves routine tickets against your runbooks
- Answers from your past tickets, docs, and configs — with citations
- Hands anything it can't solve to a person, with the full context attached
How we build it
Built into your PSA/RMM (ConnectWise, Autotask, HaloPSA) through MCP, and — for MSPs — deployable under your own brand, so it becomes part of what you offer your clients.
Manufacturing & logistics
Quote & order intake
RFQs, purchase orders, and order changes arrive as emails and PDFs that someone has to re-key into the ERP — slow, error-prone, and dependent on staff that's hard to hire and keep.
See how this fits your industryWhat a solution like this does
- Reads RFQs and POs and pulls out the line items, quantities, and terms
- Prices and validates each one against your business rules
- Stages it in your ERP for a quick human approval — never blind transcription
How we build it
The value is in the fit: we build it around your part numbers, customer-specific pricing, and order logic, integrated into your ERP/WMS/EDI flows. Nothing off-the-shelf knows your business this well.
These are just starting points. The first conversation is about your business — we figure out together where a custom solution earns its keep, and what it would take to build it.
How we work together
From your workflows to a working solution.
Understand the work
We start by learning how your business actually runs — the workflows, the systems, where time and money leak. No two businesses are the same, so nothing is templated until we've seen yours.
Design the solution
We map the highest-leverage place to start and design an agent around it — what it does, where a human stays in the loop, and how it lives inside the tools you already use.
Build it into your systems
We build it custom and wire it into your systems of record through MCP. You see it working against your real data, with a review queue from day one — not a demo on fake inputs.
Partner for the long run
Software that isn't maintained gets ripped out. We stay on as an ongoing partner — monitoring, tuning accuracy, and expanding what the agent handles as your business grows.
Every engagement is scoped to your project — a build, and an ongoing partnership to keep it running. We'll walk you through exactly what that looks like for your business on the first call.
Let's find what's worth building first.
Tell us about your business and book a free 30-minute strategy call. We'll map the highest-leverage place to start — no pitch.
Book a strategy call