Discovery & audit
Stack, data, workflows, and constraints. You leave with a readiness view and a short list of first systems worth building.
Operations
Managed AI Operations
We run what we build. 24/7 monitoring, prompt optimization, model routing, security guardrails, and continuous improvement.
24/7 MonitoringModel RoutingOngoing Optimization
Initiate ProjectAI Systems Need Care After Launch
Launching an AI system is the beginning, not the end. Models drift, prompts become stale, new models outperform old ones, usage patterns shift, and edge cases emerge in production. Without active management, your AI degrades over time. Quietly losing accuracy, increasing costs, and eroding user trust. Our Managed AI Operations service is the ongoing care your AI systems need to stay sharp, secure, and cost-effective. We monitor, optimize, update, and improve. So your AI investments compound rather than decay.
24/7 Monitoring & Incident Response
Our operations team monitors your AI systems around the clock. We track response quality, latency, error rates, cost per interaction, model drift, and user satisfaction. When anomalies occur. A spike in hallucinations, a latency degradation, a cost overrun. Our team responds immediately with root-cause analysis and remediation. You get a dedicated operations dashboard showing real-time system health, plus monthly performance reports with optimization recommendations.
Continuous Prompt & Model Optimization
AI isn't set-it-and-forget-it. We continuously refine prompts to improve output quality, test new model versions as they're released (Claude, GPT, Gemini updates), adjust model routing to optimize cost-to-quality ratios, and implement A/B tests to measure improvements. What worked at launch may not be optimal six months later. Our team ensures your AI systems always use the best available approach. Not the approach that was best when you launched.
Security, Compliance & Governance
AI systems introduce unique security and compliance challenges. We manage data privacy (PII detection and redaction), access controls, audit logging, model behavior governance, bias monitoring, and regulatory compliance (GDPR, HIPAA, SOC 2, AI Act). For regulated industries, we maintain documentation and evidence for audits. Your AI systems don't just work well. They work safely, compliantly, and defensibly.
How we engageWeek 1–2 Week 2–3 Week 3–8 Optional, ongoing
Engagement model
The same four-phase path on every service lander. Scope and price are quoted after discovery. The bands below already appear on the site FAQ. We do not invent a new price list per page.
Strategy & roadmap
Phased plan, success metrics, and an ROI model for the first initiative. You approve scope before we write production code.
Build & deploy
One production system in your environment: integrations, evals, guardrails, and team training. First sprints often land in 2–6 weeks when the workflow is narrow.
Operate & optimize
Managed AI Operations if you want us to monitor, update models, and keep costs honest after go-live.
Focused projects$10K–$50K
Transformation programs$100K+
Managed AI OperationsFrom $3,000/month
Exact scope is quoted after a discovery call. No surprise invoices.
Initiate ProjectWhat You Get
- 24/7 system monitoring with automated alerting
- Dedicated operations dashboard with real-time metrics
- Prompt engineering and optimization (ongoing)
- Model version management and routing optimization
- Security monitoring and compliance governance
- Monthly performance reports and optimization roadmap
- Incident response with defined SLAs
- Quarterly AI strategy reviews and capability upgrades
Expected Outcomes
- Accuracy and cost tracked after launch, not only on demo day
- Prompt and model updates as new versions ship
- Alerts when quality, latency, or spend drifts
- A monthly report with the next optimization, not a vanity dashboard
- Operations owned by a team that already knows the system
FAQ
Managed AI Ops: Common Questions
What does managed AI operations cost?
Pricing is based on the complexity and scale of your AI systems. Most engagements range from $3,000–$15,000/month depending on the number of systems, models, integrations, and required SLAs. We provide custom quotes after assessing your environment.
Can you manage AI systems you didn't build?
Yes. While many clients transition from our build services to managed operations, we also take over management of AI systems built by other teams or vendors. We conduct a systems audit and onboarding process to assume operational responsibility.
What happens if there's an AI incident or failure?
Our monitoring detects issues in real time. Based on severity, we respond within defined SLAs (minutes for critical, hours for standard). We perform root-cause analysis, implement fixes, and provide post-incident reports. For critical systems, we maintain fallback procedures to ensure business continuity.
Florida
Serving Florida with Managed AI Ops
Remote-first full-stack AI for Miami, Fort Lauderdale, Tampa Bay, and the South Florida corridor. One partner from roadmap to production ops. First sprints typically run 2-6 weeks.
Contact
Initiate a Project
Tell us what you're building: automation, marketing, software, or full-stack transformation. Florida operators in Miami, Fort Lauderdale, Tampa, and South Florida included. We respond within one business day.
Direct line[email protected]
Response time
Under 24 hours
Florida service area
Signal status
Accepting new engagements