We Don't Just Find Problems — We Generate the Fixes
After evaluation, you get structured training assets that fix the specific failures we found. Download as ZIP, plug into your agent, re-evaluate to verify.
Included in Deep Eval · $349 · 90-day re-eval included
What's in the ZIP
Six file types, each targeting a different failure mode. Every file is generated from your agent's specific failures — not generic advice.
Updated Skill Files
Corrected persona rules, workflow steps, and boundary definitions targeting each failure pattern.
Guardrail Rules
Specific triggers and responses for compliance violations, legal threats, fraud, and policy boundaries.
Routing Rules
Decision logic for when to escalate, deflect, or handle directly — built from failure patterns.
I/O Schemas
Expected input formats and output structures for tool calls, API interactions, and data retrieval.
Example Conversation Pairs
Correct response examples for every failed scenario — showing exactly what the agent should have said.
How It Works
Evaluation
Simulation identifies specific failures — exact scenarios, turns, and reasons why responses were wrong.
Asset Generation
Our system generates corrective files targeting each failure: guardrail, corrected workflow, example pair.
Download & Apply
Download the ZIP and drop files into your agent's configuration directory. Compatible with Claude Code, Custom GPTs, and most frameworks.
Re-Evaluate
Re-run at 90 days (included) to verify fixes worked and catch regressions. Close the loop: test → fix → verify.
Without vs. With Training Assets
Frequently asked questions
What format are training assets in?
Markdown (.md) skill files, YAML (.yaml) guardrail definitions, JSON (.json) routing rules and I/O schemas, and plain text example conversation pairs. All formats are compatible with Claude Code, Custom GPTs, and most AI agent frameworks.
Can I edit the generated assets?
Yes. Training assets are plain text files you can edit, extend, and customize. They're a starting point — generated from your specific failures — that you refine based on your domain expertise.
How much do agents typically improve after applying training assets?
Most agents improve 15-30 points on the readiness score after applying training assets and re-evaluating. The improvement depends on how many failures were fixable through configuration vs requiring code changes.
Are training assets included in every plan?
Training assets are included in the Deep Eval plan ($349). Standard Eval ($149) includes failure analysis showing what broke and why, but not the generated fixes. Free Discovery includes the readiness score only.
What is the re-evaluation at 90 days?
Deep Eval includes one re-evaluation at 90 days. After you apply the training assets, we run the same scenarios again to verify the fixes worked and catch any regressions. This closes the feedback loop: test → fix → verify.