Herb Trevathan AI Consulting
AI consulting for production-ready agent systems

Build, repair, monitor, and optimize AI agents that actually deliver.

Herb Trevathan helps businesses establish new AI agents, fix underperforming agents, repair agents in error, add monitoring, and improve efficiency across agent workflows.

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New AI Agents

Architecture, workflows, tooling, and launch guidance.

Repair & Recovery

Fix unstable outputs, broken tools, and failing logic.

Monitoring & Efficiency

Observability, alerting, cost analysis, and improvement.

Herb Trevathan AI consultant

AI consulting services built for real-world operations

Most AI agent failures are not caused by the idea. They come from weak workflows, poor observability, broken tool chains, or inefficient execution. Herb helps correct those issues before they become expensive.

AI Agent Architecture

Design new agents and multi-agent systems with cleaner workflows, tool integrations, and deployment readiness.

AI Agent Repair

Troubleshoot poor outputs, repeated failures, tool errors, hallucinations, and unreliable behavior.

Monitoring

Add logging, diagnostics, alerts, quality checks, and health visibility for production agents.

Optimization

Improve latency, accuracy, cost efficiency, prompt strategy, and execution paths.

Who this consulting is for

  • Companies launching AI agents: establish strong architecture from the start.
  • Teams with underperforming agents: fix poor execution before rebuilding from scratch.
  • Operations leaders: add monitoring and reliability to business-critical workflows.
  • Product and engineering teams: improve efficiency, quality, and system insight.

Engagement focus

System audits

Review architecture, prompts, tools, and execution flow.

Rapid troubleshooting

Target failures, errors, and weak outputs fast.

Monitoring setup

Add observability and operational confidence.

Performance optimization

Reduce cost and improve reliability at scale.

Need help with a new or broken AI agent?

Get direct consulting support for AI agent deployment, repair, observability, and optimization.

Contact Herb