We architect autonomous AI agents — and the hardware and software stack they run on — to clear the operational choke points that quietly drain your team's hours, margins, and focus.
A full-stack agent practice — model, orchestration, integration, silicon.
Every corporate drag has a root cause — we find it, then ship the right mix of agents, integrations, and hardware to remove it.
Autonomous agents that read, decide, and act across your existing tools — not another dashboard your team has to check.
When the cloud isn't the answer — we spec, build, and deploy the physical layer your agents need to run reliably inside your operations.
Flexible engagements tailored to where you are in your agent journey.
A focused discovery sprint that maps the operational choke points draining hours from your team — and ranks them by ROI.
End-to-end development of a production-grade AI agent: prompt engineering, tool integrations, guardrails, evaluation, and deployment.
Spec, source, and deploy the compute, edge devices, and networking your agents actually need — on-prem, on-floor, or in-vehicle.
Agents aren't a one-shot build. Ongoing tuning, model upgrades, new tool integrations, and monitoring as your business changes.
If any of these sound familiar, an agent can probably help.
Support, sales, and ops inboxes eating hours. An agent reads, categorizes, drafts, and routes — with a human at the top of the loop, not the bottom.
Agents pull from your product catalog, past wins, and pricing rules to draft quotes your team just reviews — not writes from scratch.
Invoices, POs, CRM fields, inventory counts — the places where data has to match but never does. Agents reconcile and flag exceptions.
Cameras + edge compute + agents that see defects, count inventory, or log compliance events in real time — with no cloud round-trip.
Your SOPs, contracts, and Slack history are a dataset. A retrieval agent answers questions in seconds with citations back to the source.
Pull from every system of record, summarize the delta, and push a briefing to the people who actually need it — on schedule, every time.
A proven five-step path — tight scope, tight feedback loops, real production outcomes.
We sit with your team and watch the work. We identify where time, money, and attention are leaking — and whether software, hardware, or both are the right lever.
We scope the agent's job: what it reads, what tools it calls, what decisions it makes, where a human stays in the loop, and where it runs.
We write the agent, wire up the integrations, and — where needed — spec and install the physical hardware it runs on.
Before it touches production, we run evaluations, add guardrails, and pressure-test the edge cases. Agents that ship should already have a track record.
We deploy into your environment, train your team, and stay on to tune, upgrade models, and expand the agent's responsibilities as trust compounds.
Plenty of vendors will sell you a chatbot. We build agent systems that actually run the work — from the model layer down to the metal — and we stay accountable for whether they move the metrics that matter to you.
You work directly with the founder. No account managers, no handoffs, no overseas rewrites. Just a specialist focused on dissolving the specific bottlenecks slowing your business down.
Direct access from first call to final deploy — no translation layer between you and the build.
When an agent needs a camera, an edge box, or an on-prem rig, we handle the physical layer too.
Every agent ships with an evaluation harness. We can tell you — with numbers — how well it does its job.
Models change monthly. Our agents are designed to be upgraded, not rebuilt, as the frontier moves.
Send over the bottleneck — we'll come back with a candid take on whether an agent is the right fix, and what it would take to build.
gabejcrozier@gmail.com
440-636-3644
Mon-Fri: 9:00 AM - 6:00 PM ET