AI Agents & Copilots (pilot‑to‑production)

Task‑oriented AI agents that plan, act, and coordinate across tools to complete work—from research and content ops to data enrichment and back‑office tasks—built with guardrails, observability, and human‑in‑the‑loop where needed.

What We Deliver

  • Agent design: goals, toolset, memory, and decision policy
  • Connectors to apps/APIs, RPA, web, and data stores
  • Guardrails, safety checks, and approval steps
  • Telemetry, evals, and performance dashboards
  • Pilot → production hardening and operations

Example Agents

Research & Briefing Agent

Collect, de‑duplicate, and summarize sources; compile a brief with citations and open questions.

  • Multi‑step plans with source tracking and freshness checks
  • Retrieval‑augmented synthesis and hallucination defenses
  • One‑click export to Docs/Slides or email

Back‑Office Automation Agent

Enrich records, draft messages, update systems, and file artifacts with approvals where needed.

  • Integrates CRM/ERP, email, file stores, and forms
  • Policy checks on data writes; review queues for exceptions
  • Metrics: tasks completed, cycle time, accuracy

Architecture & Operations

  • Planner/Executor separation with interpretable traces
  • Tool adapters, secrets, and environment isolation
  • Memory design: episodic, semantic, and project context
  • Evals, synthetic tests, and rollout controls
  • Observability: logs, events, prompts, and outcomes

Ready to pilot an agent?

We’ll scope a focused use case, stand up the stack, and harden for production with the right guardrails.