AI that works. And keeps working.
SFM.biz runs, monitors, and maintains your AI — the day-to-day operation, governance, and tuning that keep agents performing and safe, long after launch.
Most AI gets built and left to drift. We treat it the way you'd treat any system your business depends on: watched, maintained, and answerable to someone.
Don't gamble on the flash. Rely on the experience.
SFM.biz provides managed AI services: running, monitoring, and maintaining AI systems on an ongoing basis so they keep performing and stay governed after launch. Services include managed agents, continuous governance and monitoring, optimization and tuning, managed AI visibility, hardware setup and maintenance, and cloud or on-premise hosting of agentic systems. We also meet with your team on a standing cadence to find the next workload worth handing to AI. Part of the Cox ROI Advisory network, backed by 20+ years of enterprise technology experience. For custom builds you own outright, see SFM.ai.
Your AI, run by people who've done this before.
Seven managed services, delivered as an ongoing relationship, not a one-time project.
Managed AI Agents
We run and maintain your agents day to day — monitoring, upkeep, and the fixes that keep them working, so your team doesn't have to babysit them.
More → 02Governance & Monitoring
Continuous oversight: audit-trail review, scheduled red-team checks, and incident response. Governance as a standing practice, not a launch checkbox.
More → 03Optimization & Tuning
AI drifts as your data and needs change. We keep models and agents performing, and improving, instead of quietly degrading in the background.
More → 04Managed AI Visibility
Ongoing citation engineering so your business stays found and cited by AI answer engines as they, and your market, keep shifting.
More → 05Hardware Setup & Maintenance
Provisioning, configuring, and maintaining the servers and GPUs that run AI on-premise — the physical layer, handled and kept healthy.
More → 06Cloud or On-Prem Managed Agentics
We arrange and run the hosting — cloud or fully on-premise — for your managed agentic systems, matched to your control and compliance needs.
More →We don't stop at what you're running today.
On a standing cadence, we meet with your team to find the next workload worth handing to AI — so your people spend less time on repetitive work and more time running the business and growing revenue. Improvement is a standing job, not a one-time audit.
Governance isn't a launch checkbox. It's a standing job.
Agents rarely fail loudly. They silently degrade as data shifts and permissions sprawl — and the only alternative to a managed practice is having your own people babysit them in real time.
An agent that was safe at launch doesn't stay safe on its own. Data shifts, prompts change, new attacks appear, and permissions quietly sprawl. The failures that made headlines in 2026 weren't launch-day problems — they were systems no one was still watching. Managed governance is how the risk stays handled:
- Standing audit review — someone actually reads the logs of what your agents did.
- Scheduled red-team checks — we re-test against new injection techniques as they emerge.
- Permission hygiene — access is reviewed and pared back, not left to sprawl.
- Incident response — when something looks wrong, there's a person and a plan, not a scramble.
The discipline we build with is the discipline we manage with.
“This is an exceptionally disciplined, enterprise-grade build.”
Asked to evaluate our own platform, Google's Gemini called SFM.ai “a masterclass in modern site architecture” — “a fast, accessible, and heavily semantic” system, and a “masterfully constructed digital footprint.” We hold what we manage to the same standard.
A steady engagement, not a project that ends.
Assess
We review what you're running today, where the risk sits, and what's drifting.
Take the wheel
We assume day-to-day operation, monitoring, and governance of the systems in scope.
Optimize
We tune, harden, and improve on a standing cadence as your needs change.
Report
You get a clear read on what ran, what was caught, and what improved.
Ongoing, and priced that way.
Monitoring, governance review, and upkeep for a defined set of agents or systems.
Full day-to-day operation, optimization, and incident response across your AI stack.
Multi-system management, tailored SLAs, and reporting, scoped to what you run.
Managed engagements are priced to what you run and the coverage you need, set during the initial assessment.
Let's keep your AI working.
A short conversation about what you're running, where it's drifting, and what it would take to have someone steady on the wheel.
Don't gamble on the flash. Rely on the experience.