Let machines handle the noise
AI-powered ops that detect anomalies, auto-remediate, and surface only what matters. Custom MCP servers, intelligent agents, and automation that actually works.
[agent] Anomaly detected: API latency +340%
[agent] Root cause: connection pool exhaustion
[agent] Remediation: scaling pool 32 → 128
✓ Applied automatically
[agent] Latency normalized in 12s
[agent] Incident report filed → #INC-4821
[mcp] Context synced to Claude workspace
Self-healed — no human intervention needed
Automation Increase
Accuracy Rate
Intelligent Monitoring
What we build
From custom MCP servers to self-healing agents — AI that works alongside your engineering team.
Custom MCP Servers
Tailored Model Context Protocol servers that integrate AI into your existing systems. Connect Claude, GPT, and other models to your actual data.
AI Agent Development
Intelligent agents that automate complex tasks, make decisions, and interact with your systems autonomously. Built to learn and improve.
Intelligent Automation
AI-driven ops that detect anomalies, auto-remediate known issues, and surface only what actually matters to your team.
Predictive Analytics
Machine learning that predicts failures before they happen. Capacity planning, performance forecasting, and deployment risk analysis.
AI Security Operations
Threat detection and vulnerability assessment powered by AI. Continuous monitoring that catches what rule-based systems miss.
AI Integration & Training
We embed AI into your workflow and train your team to use it. No shelfware — tools that developers actually adopt.
How we deliver
From discovery to continuous improvement — AI solutions that get smarter over time.
Discover
Map your workflows, data sources, and operational pain points to find where AI creates the most value.
Design
Architect AI solutions — MCP servers, agents, or automation — tailored to your stack and team.
Build
Develop, test, and iterate. Every AI component is validated against real production scenarios.
Deploy
Roll out to production with monitoring, fallbacks, and human-in-the-loop safeguards.
Improve
Continuous feedback loops. Models retrained, prompts refined, and automations tuned as your needs evolve.
Discover
Map your workflows, data sources, and operational pain points to find where AI creates the most value.
Design
Architect AI solutions — MCP servers, agents, or automation — tailored to your stack and team.
Build
Develop, test, and iterate. Every AI component is validated against real production scenarios.
Deploy
Roll out to production with monitoring, fallbacks, and human-in-the-loop safeguards.
Improve
Continuous feedback loops. Models retrained, prompts refined, and automations tuned as your needs evolve.
Infrastructure we integrate
AI solutions built on top of the infrastructure tools your team already trusts.
Ready for AI-powered ops?
Get an AI readiness assessment and automation roadmap from our AIOps engineers.
Response within 24 hours. No commitment.