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AI Agents

Autonomous agents you can put into production

Tool-using LLM agents with RAG grounding, guardrails, and audit trails — designed for accuracy, safety, and the reliability enterprises require.

LLM agentsRAGTool useGuardrails
What you get

Deliverables

Agent architecture

Planner/executor design with scoped tools, memory, and deterministic fallbacks.

Grounded retrieval

RAG over your knowledge so answers are accurate, current, and citable.

Guardrails & evals

Policy checks, output validation, and an evaluation harness that gates releases.

Audit & observability

Every tool call and decision is logged for review, debugging, and compliance.

How we work

From pilot to production in weeks

Diagnostic-first, outcome-accountable. Every engagement opens with a diagnosis and closes on measurable results.

01

Diagnose

A no-cost discovery session and a written readiness report — regardless of whether we proceed.

02

Design

Architecture, data flow, and a measurable success definition agreed before any build.

03

Build

Production-grade systems with security, observability, and audit trails from day one.

04

Operate

Continuous optimization and monitoring, with a senior engineer accountable to outcomes.

Use cases

Where it creates value

Internal copilots

Agents that answer from your docs and take safe, scoped actions.

Support automation

Resolve tickets end to end with escalation when confidence is low.

Research & analysis

Multi-step agents that gather, verify, and synthesize information.

Technology

The stack we build on

ClaudeGPT-4LangGraphpgvectorRedisPydantic
Senior architect on every callFixed-scope diagnostic in 2 weeksNo lock-in — you own the IP

Build your AI advantage.

Tell us where you're stuck. We'll map the fastest credible path to production.

Response within 24h
Every inquiry, acknowledged fast.
Senior architect review
A principal reviews every inquiry.
NDA on request
Confidential from first contact.