Agentic AI solutions for processes we have built before
Some processes repeat across every business that has them: supplier email triage, three-way match exceptions, claims intake, support deflection. We have built these before, so you get a known pattern adapted to your systems rather than a research project.
No sales script. You talk to the engineers who'd build it.
Our team works a shifted day so you get real-time standups and same-day turnarounds in your time zone, not next-morning replies.
Every line of code, model weight, and prompt is yours from day one. NDAs and clean IP assignment are standard, not an upsell.
You work directly with the engineers building your system. No account managers sitting between you and the people writing code.
We move from scoping to a working system in production in weeks. Most engagements ship something usable inside the first month.
What we build
Concrete systems we ship, tuned to your data and your stack.
Supplier and inbox triage
Classify, extract, check against the order, update the system or escalate the discrepancy. The highest-return agent workflow we see.
Document reconciliation
Three-way match exceptions, claims documents, and certificate checking, where the queue never empties because resolving each case means reading things.
Support deflection and routing
Resolve what is resolvable, and hand the rest to a human with the full context attached rather than making the customer repeat themselves.
Research and enrichment
Multi-source gathering where the next step depends on what the last one found, which is the case agents genuinely suit.
How we work
Scope & evals
We pin down what success means and build the evaluation set before writing the feature, so quality is measured, not guessed.
Build in the open
Weekly demos against real data. You see progress every week and can change direction before it gets expensive.
Ship & instrument
We deploy with logging, cost tracking, and guardrails in place, then tune against production traffic.
Hand off or stay
Take the keys with full docs, or keep us on for iteration. Either way you're never locked in.
Questions, answered
Is this a product we license?
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No. These are patterns we have implemented before, built into your systems and owned by you. You are buying the fact that we already know where these go wrong, not a subscription.
How much faster is a known pattern?
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Typically it removes two to three weeks of design and a good deal of the failure-mode discovery. The integration work into your specific systems is the same either way, and that is the bulk of the schedule.
What if our process is unusual?
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Then it is a custom build and we will say so upfront. Forcing an unusual process into a familiar pattern is how you end up with an agent that handles 60% of your cases.
Which of these has the best return?
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In our experience, unstructured inbound communication, because it is high volume, has an existing escalation path, and has resisted automation for thirty years for reasons that no longer apply.
Let's scope your build.
Tell us what you're trying to ship. We'll tell you honestly whether AI is the right tool and what it would take.