About
Built for companies doing real work.
Arctos Field AI exists for founder-led and operator-led companies whose internal systems were built around real deadlines, real customers, and real constraints, not around the AI tools now available.
Greg Berberian
Space hardware discipline, applied to AI systems that compound.
- 7+ years turning ambiguous technical problems into reliable hardware, workflows, and decision systems.
- Spacecraft mechanisms and advanced manufacturing: deployable satellite hardware, radar antennas, solar arrays, propulsion modules, sensors, test systems, and precision assemblies.
- Hardware taken from concept through build, integration, qualification, and on-orbit operation, including deployment mechanisms with a 100% on-orbit success record.
Greg's edge is translating that engineering discipline into AI-native tools for real operational work. He thinks in systems: ontologies, process maps, data models, decision loops, failure modes, and the hidden structure inside messy expert workflows. He uses AI to capture tribal knowledge, retrieve prior work, automate repetitive judgment, and turn scattered business context into operating intelligence that persists, adapts, and compounds over time.
- Starts from the operating loop, not the model demo: where decisions, documents, follow-up, approvals, and handoffs actually slow people down.
- Builds with approved company context and human-review gates, so outputs can be trusted before they touch customers.
- Applies hard-tech systems judgment to AI: boundaries, failure modes, verification, and ownership matter as much as prompts.
- Ships bounded first builds, then expands only where the system saves real operator time.
Bias
Useful beats impressive.
The first win is rarely a giant autonomous system. It is usually a sharp internal tool, a better follow-up loop, a source-grounded draft, a decision register, or a private assistant that knows the company well enough to reduce coordination load for the people already carrying the work.
Next
Start with one useful operating loop.
One overlooked operating loop, one bounded system, one honest continuation decision.