Put agents on the work that drains your team.
Not a platform you rent. An engineering team that builds agents for your real workflows, wires them into the tools you already run, and hands you the code.
Real systems.
Handed back to you.
Most AI work ends in a pilot no one ships or a tool you can never leave. We do the opposite: build something that runs, and make sure your team can own it.
How we're differentYou keep the keys
The agents, the code, the prompts, the docs, all of it transfers to you. There's no runtime to rent and nothing to be locked out of later.
Shipped, not demoed
We measure success in production, against your data and your edge cases, not in a slide that looks good once and never runs again.
Built to be handed over
We pair with your team and document as we go, so the people who inherit each system can extend it without calling us back.
Meets your stack where it is
We work with the cloud, models, and data layers you've already chosen. No rip-and-replace, no migration tax to get started.
We don't sell packages. We deliver outcomes.
50 production agents across 6 industries, each its own deployable specialist.
Plugs into what you already run.
Any API-accessible system. No rip-and-replace, no migration tax. We wire agents directly into the tools your teams use today.
One conversation.
Every workflow.
The orchestration layer under every agent we ship. Deterministic where it counts, multi-agent by design, human-in-the-loop on the calls that matter, and the code is yours.
Agents that hand off to each other
Specialists pass work between themselves and call shared tools, you describe the outcome, and MASH works out who does what.
Fixed paths where it counts
Deterministic, testable steps on the high-stakes calls; generative help where it just speeds up drafting. A person signs off on anything that matters.
Security you can place anywhere
SOC 2-aligned, fully logged, and deployable in your own cloud or on-prem, nothing crosses a boundary you didn't set.
Built on your stack, owned by you
Talks to the databases, APIs, and environments you already run, and ships as code you keep, no runtime to rent.
Lending decisions in minutes, with the reasoning attached.
Underwriters were reading the same bank statements, tax filings, and bureau pulls by hand for every application. Decisions took days, throughput capped at whatever the team could read in a shift, and two analysts could score the same file differently.
Where a build partner beats a platform subscription or a staffing contract.
Three steps, and the last one is us leaving.
Find the workflow
We sit with your team and look for the task that eats the most hours for the least judgment. That's where the first agent goes, measurable, and unglamorous on purpose.
Build it for real
We engineer the agent against your data and your edge cases, with fixed rules where the stakes are high and a person in the loop wherever a call actually matters.
Hand it over
We document, pair, and transfer the whole thing, code, prompts, and runbooks. When we're done, your team can run and extend it without us.