Put AI to work in your business, the safe way.
We build and run AI agents that take real work off your team's plate, with the guardrails, security, and support to keep them reliable.
Everyone has an AI demo. Almost nobody has it running on Monday.
If any of these sound familiar, you're in the right place.
Your AI demo doesn't survive real data
Works in demos, breaks with real data. No guardrails, no evaluation framework, no fallback strategy.
Costs you can't predict
Token costs spike, GPU utilization is 15%, nobody knows which model to use where.
Bots that don't work together
Siloed bots that can't coordinate. No orchestration layer, no shared memory, no handoff protocol.
Everything held together with scripts
LangChain scripts in notebooks, no CI/CD for prompts, no versioning, no monitoring.
Deploys that break on Fridays
Manual deploys, tribal knowledge, no infrastructure-as-code, and a CI/CD pipeline that breaks every Friday.
Clients asking for certifications you don't have
No SOC 2, no ISO 27001, no incident response plan. Clients are asking for certifications you can't provide.
Four steps from “we should use AI” to “AI runs this for us.”
Most companies don't need another chatbot. They need everyday work rebuilt around AI, with people where judgment matters. We walk you through that change, one step at a time.
Assess
2 weeksWe map your workflows and data, and find where AI pays off and where it doesn't. You get a clear, ranked plan.
Pilot
4 to 8 weeksOne agent, one real process, live and measured, with guardrails from day one. Go or no-go on evidence.
Scale
About a quarterPlatform, integrations, security, and monitoring. Roll out across teams without losing control.
Own
OngoingWe train your people and hand over the keys. Stay on with us for support if you want to.
What changes
- Customer support
- Before: 3-day replies
- After: Triage in 20 minutes, humans on the hard ones
- Operations
- Before: Tribal knowledge
- After: Agents run the playbook, people approve
- Reporting
- Before: Weekly, by hand
- After: Always current, ask in plain English
Typical outcomes from engagements like these, not promises for yours.
What we build for you
You don't need another AI demo. You need people who've shipped AI to production, run the infrastructure behind it, and passed the security audits.
Agent Development
“We built a chatbot. Now we need real agents.”
Custom multi-agent systems, RAG pipelines, tool-using agents, and workflow automation. We take your AI from prototype to production-grade — reliable, tested, and monitored.
Agent Infrastructure
“Our GPU cluster is a money pit.”
Model serving at scale, vector database architecture, GPU orchestration, and agent deployment pipelines. Right-sized infrastructure for your actual workload, not a vendor's wish list.
AI Operations
“We have no idea if our agents are working.”
Observability for AI systems, evaluation frameworks, guardrails, cost tracking, A/B testing for prompts, and drift detection. Know what your agents are doing and why.
AI Transformation
“We know AI matters but don't know where to start.”
Assess, pilot, scale, own. A step-by-step program that brings your whole business into the age of AI, described above.
DevOps & SRE
“Our deploys are manual and everything breaks on Friday.”
CI/CD pipelines, infrastructure-as-code, Kubernetes orchestration, SLOs, incident management, and AI-powered observability. We build the platform your team and agents run on — reliable, automated, and self-healing.
Security & Compliance
“We need SOC 2 but don't know where to start.”
SOC 2, ISO 27001, and HIPAA certification readiness. Security audits, vulnerability management, zero-trust architecture, and AI-assisted threat detection. We get you certified and keep you secure.
From first call to production, in weeks.
Discover
Audit your AI stack, infrastructure, and security posture. Identify gaps in reliability, compliance, and automation.
Architect
Design agent systems, CI/CD pipelines, and security frameworks. Pick the right models, tools, and infrastructure.
Build
Develop agents, automate infrastructure, harden security, and prepare for compliance certifications.
Deploy
Production rollout with monitoring, guardrails, rollback, and security controls baked in.
Operate
Ongoing optimization, SRE practices, cost management, compliance maintenance, and team enablement.
The tools behind the work
We pick what fits your team and budget, not what a vendor wants to sell you.
Agent Frameworks
Models
Vector & Data
Infrastructure
Cloud
Observability
DevOps & IaC
SRE & Monitoring
Security & Compliance
Not another vendor. Your engineering team.
OpFect was started by engineers who've lived through production outages, failed audits, and AI demos that never made it to production. We combine hands-on DevOps and reliability experience with AI engineering to build systems that are dependable, secure, and compliant.
We work as part of your team. No account managers, no middlemen. From getting your SOC 2 to putting AI agents safely into production, you talk directly to the people doing the work.
We've debugged the AI at 3 AM
Our team has built and operated AI agent systems in production. We don't give theoretical advice — we tune the prompts, fix the retrieval pipeline, and debug the agent loops alongside your team.
Opinionated about AI, not religious
Not every problem needs GPT-4, and not every solution needs agents. We'll recommend what works based on real-world experience — sometimes that's a fine-tuned small model, sometimes it's a simple RAG pipeline.
We leave your team able to run it
Every engagement includes knowledge transfer. We're not here to create dependency. When we're done, your team understands the agent architecture, can iterate on prompts, and operates the system independently.
Security and compliance built in, not bolted on
We've guided clients through SOC 2 Type II, ISO 27001, and HIPAA certifications. Security isn't an afterthought — it's embedded in every pipeline, every deployment, and every agent we build.
Tell us what keeps you up at night.
No forms with 15 fields. Just a conversation with engineers, whether it's AI that doesn't work yet, infrastructure that doesn't scale, or an audit you're not ready for.
- A free 30-minute review of where you are with AI, infrastructure, or security
- No commitment, no sales deck
- We usually reply the same business day
contact@opfect.com