How a build runs

    Three steps. You can stop after any of them.

    1. 01

      The call

      Twenty minutes, free. We map the one workflow and tell you whether a build makes sense.

    2. 02

      Discovery

      Two weeks, one fixed fee. You get the process map, a written spec, and a fixed-price quote. All of it is yours to keep, wherever you take it. The fee is credited against the build if you go ahead.

    3. 03

      The build

      Fixed scope, fixed price, fixed date. The senior engineers from the call do the work.

    Most firms take the call, run discovery, and decide with the prototype in hand.

    01

    Start small: fixed scope, fixed price, fixed date.

    One workflow, about three weeks, a price you know up front. No open-ended project.

    02

    Discovery first, and you keep it.

    Two weeks, a fixed fee: the process map, a prototype on your own documents, a spec, and a fixed quote. Yours whether or not you build with us. Credited against the build if you do.

    03

    Nothing changes about how you run.

    It sits on top of your current systems. Your team keeps working exactly as they do.

    You stay in control.

    The assistant handles the routine; your people approve anything that matters. You set the line.

    Senior hands, not a science project.

    We built these exact workflows at enterprise scale for regulated industries. You get that experience without the big-integrator price tag, and you talk directly to the senior people building it.

    Your data stays yours.

    Your files and your clients' data stay in your control. NDA before we start, always.

    What we actually build

    Under the hood, an Artomai assistant is a layer of AI agents wired into the systems you already know: document intake and classification, data extraction and verification, drafting, routing, and the integrations and dashboards that hold it all together. We bring the same workflow-automation, system-integration, and data capabilities we built at enterprise scale, sized for a firm like yours.

    The engineering behind the speed

    We build the way the leading AI labs build.

    Artomai is an AI-native engineering practice. The tooling and methods below are why we deliver in weeks what platform integrators quote in quarters, and why the result holds up under regulated, audit-bound work.

    See a gated agent running live: try the quote assistant demo
    01

    Agent orchestration

    Our systems are multi-agent by design: an orchestrator supervising specialized subagents, parallel fan-out for high-volume document processing, adversarial verification passes for accuracy, and deterministic pipelines where the work demands repeatability. Human approval gates are engineered in, not bolted on.

    02

    Agentic engineering

    We develop with coding agents (Claude Code and Codex) run in parallel under senior engineering direction, with automated review and test loops. It is the same method the frontier AI labs use internally, and it is why our build timelines read like typos to firms quoting the traditional way.

    03

    Model strategy

    Model-agnostic and benchmarked, not brand-loyal. We route each task to the model that earns it: frontier models for judgment and drafting, fast models for high-volume extraction and classification, with structured outputs and tool use holding the pipeline together. When the models improve, your system improves with them.

    04

    Grounded in your data

    Retrieval-augmented generation, context engineering, and MCP-based integrations ground every agent in your documents and systems of record. Agents cite what they read. Nothing is answered from thin air.

    05

    Evals, guardrails, observability

    Every workflow ships with an evaluation suite, confidence thresholds, and guardrails, so agents know when not to act. Full audit trails and observability come standard, because we built for compliance-heavy work first.

    06

    Security and data boundaries

    Least-privilege access to your systems, your data kept in your control, NDA before we look at a single file. AI does not change our security posture; it inherits it.

    Book a call.

    We map the workflow costing your team the most time and say whether a build makes sense, whether or not you work with us.

    Discovery in two weeks · NDA on request · You keep everything