AI agents that work in real systems—not demos
We design agent workflows that are observable, controllable, and secure—integrated into your products and operations with production-grade reliability.
Production-grade capabilities
Every agent system we build includes the infrastructure needed for real-world deployment.
Agent Orchestration
Tool use, multi-step workflows, and approval gates that keep humans in control.
Retrieval & Grounding
RAG pipelines, vector indexing, and evaluation frameworks for accurate responses.
Guardrails & Safety
Policy checks, safe tool execution, sandboxing, and content filtering.
Observability
Traces, cost monitoring, latency tracking, and failure-mode analysis.
Human-in-the-Loop
Escalation paths, audit trails, and operator dashboards for oversight.
Model Strategy
Latency, cost, and governance tradeoffs tailored to your constraints.
Typical use cases
We've deployed agent systems across support, operations, engineering, and compliance workflows.
- Customer support automation with intelligent escalation
- Internal copilots for engineering, IT, or sales operations
- Document processing and compliance workflow automation
- Automated QA, test generation, and release verification
- Knowledge base Q&A with source attribution
- Data extraction and structured output generation
What you'll receive
Every engagement includes these core deliverables, tailored to your specific needs.
Architecture & Threat Model
Comprehensive design with security considerations baked in from day one.
Working MVP
Functional agent system deployed in your stack, not a demo environment.
Evaluation Harness
Automated testing framework with success metrics and regression detection.
Runbooks & Dashboards
Operational documentation and monitoring for your team to maintain.
Why Logicos for AI agents?
We move beyond fragile demos to production systems. Our agents are designed with strict guardrails, cost monitoring, and human-in-the-loop controls from day one.
- Security-first architecture with threat modeling
- Observable systems with comprehensive logging
- Cost controls and usage governance
- Graceful degradation and fallback strategies
Start with a 60-minute agent feasibility session
You'll get a recommended workflow shape, risks, evaluation plan, and an MVP scope—no commitment required.