Production AI for defense and enterprise
We build AI systems
that ship. In 90 days.
Thesis
We build the AI systems that institutions depend on, across classified, federal, and regulated-enterprise environments, from inside compliance, on real data, on time.
Most AI pilots fail for predictable reasons: they're built in sandboxes, on synthetic data, by teams that have never lived inside a compliance boundary. We build the other kind. Every engagement ships to production on real data, inside your environment, under your constraints. If it doesn't run, you don't pay.
01 / The Platform
Five capabilities. One engineering firm.
Automate multi-step workflows, from intake to system of record.
/0.1Search and cite across document corpora no human can read.
/0.2Unify scattered data into infrastructure your team owns.
/0.3Flag anomalies before they become incidents.
/0.4Deploy intelligence to the tactical edge, without the cloud.
/0.5
Most clients adopt two or three. The firm is sized to own them end-to-end, from raw data to production interface.
Impact Studies
Work that shipped.
Defense / U.S. Army
50,000 users. Eleven weeks to production.
Federal / Cross-Agency
800,000 documents. Sourced answers in seconds.
Federal / Civilian
Cloud migration that cleared ATO in a single cycle.
Enterprise / Fortune 10 Healthcare
Claims throughput up. Headcount flat.
Small & Mid-Business
One workflow. One quarter. One operator freed.
The firm
Engineers only.
Senior only.
Built to ship.
OptiSyn is a specialist firm by design. We take three engagements per quarter. That constraint keeps the principal engineer in every project and keeps the work honest. When we leave, you own the system completely.
Voices
What operators say after we leave.
U.S. Army Enterprise Program
“They delivered a production system in eleven weeks that our previous vendor couldn't ship in eighteen months. They built for our real data from day one.”
Federal Intelligence Agency
“Analysts went from spending hours searching documents to getting sourced answers in seconds. It changed how our team operates.”
Fortune 10 Healthcare
“They understood our compliance requirements before we had to explain them. That alone saved us months on the ATO timeline.”
Defense Prime (subcontracted)
“OptiSyn stood up the analytics layer we were supposed to deliver ourselves. On budget. On schedule. Under our clearance umbrella.”
Federal Civilian Agency
“We had three vendors on our roadmap. After their assessment, we picked one. Ours shipped in a quarter.”
Enterprise Financial Services
“The model and the monitoring came in the same engagement. We didn't have to hire an MLOps team afterwards.”
U.S. Army Enterprise Program
“They delivered a production system in eleven weeks that our previous vendor couldn't ship in eighteen months. They built for our real data from day one.”
Federal Intelligence Agency
“Analysts went from spending hours searching documents to getting sourced answers in seconds. It changed how our team operates.”
Fortune 10 Healthcare
“They understood our compliance requirements before we had to explain them. That alone saved us months on the ATO timeline.”
Defense Prime (subcontracted)
“OptiSyn stood up the analytics layer we were supposed to deliver ourselves. On budget. On schedule. Under our clearance umbrella.”
Federal Civilian Agency
“We had three vendors on our roadmap. After their assessment, we picked one. Ours shipped in a quarter.”
Enterprise Financial Services
“The model and the monitoring came in the same engagement. We didn't have to hire an MLOps team afterwards.”
How we work
Four models. Pick the one that fits.
The 90-Day Build
One high-pain workflow. One production AI system. Scoped, built, deployed, and running in 90 days. Includes 30-day post-launch support. If it doesn't run, you don't pay.
Best fit: Federal programs or enterprise teams ready to ship.
Scope itThe 45-Day Operator Sprint
One workflow. One production system. Flat fee, right-sized for growing businesses without an MLOps team. Ships or it's free, same guarantee. Scaled for a 10-to-500-person company.
Best fit: SMB operators drowning in tickets, quoting, intake, or docs.
Scope itThe Embedded Sprint
Our engineers embed with your team for 60 to 90 days. We build alongside your people, upskill as we go, and leave you with a system and a team that can maintain it.
Best fit: You have a team. They need direction and velocity.
Scope itThe Strategic Assessment
A two-week deep dive into your data, infrastructure, and workflows. You get a prioritized roadmap with ROI estimates. Not a 200-page deck.
Best fit: You have five ideas. You need to know which one to fund.
Scope itFixed scope. Fixed timeline. No retainers. No scope creep.