Fix your AI agents before they cost you more.
Herb Trevathan helps businesses succeed online and in the world by establishing new AI agents, fixing underperforming or broken agents, adding monitoring, and improving efficiency so AI systems actually work in production.
Not every AI issue is a model problem. Many are workflow, prompt, ownership, or monitoring problems.
Why visitors should trust Herb
Business-first
Focus on business outcomes, not AI theater.
Diagnostic approach
Find the highest-value fix before adding more complexity.
Direct access
Visitors talk to Herb, not a generic agency inbox.
“Most AI issues are not model issues. They are workflow, prompt, monitoring, and ownership issues.”
Are you dealing with any of these?
- Your AI gives inconsistent or wrong answers.
- Costs keep rising and no one can explain why.
- The workflow breaks under real usage.
- Your team does not trust the outputs.
- You are not sure whether the problem is the model, prompt, or workflow.
- No one owns the system end to end.
- You need better visibility into failures and performance.
- You want AI to create value, not extra risk.
How Herb works
Diagnose
Use the audit or a direct inquiry to identify whether the real issue is repair, monitoring, optimization, or model choice.
Prioritize
Focus on the highest-value fix first instead of recommending a rebuild by default.
Improve
Guide implementation so the system becomes more reliable, observable, and useful in production.
Typical problem
A business deployed AI into a real workflow, but users stopped trusting it because outputs drifted, costs climbed, and no one had clean visibility into what was failing.
What Herb focuses on
- Find the highest-friction point in the workflow
- Separate model issues from workflow issues
- Add visibility into quality, latency, and spend
- Prioritize the fastest business-value fix first
Start with the fastest next step.
Use the free AI audit to identify whether you likely need repair, monitoring, optimization, or a model-selection conversation.