ChatGPT & Custom GPTs
System prompts, instructions, knowledge files, action schemas, evaluation harness.
Capability
AI Behavioral Training for your tools.
Train ChatGPT, Custom GPTs, Claude, Copilot, Gemini, AI website builders, and custom agents to follow your rules — then stay on to keep them aligned as models change.
What’s included.
Every AI training engagement gets
- Behavior specs: objective, protected values, constraints, verification, acceptance
- Guardrails: system prompts, tool schemas, output validators, refusal policies
- Evaluation: test cases, golden sets, automated eval pipeline, regression alerts
- Multi-tool coverage: ChatGPT, GPTs, Claude, Projects, Copilot, Gemini, custom
- Ongoing support: monthly eval runs, model-update impact reports, spec updates
- Team enablement: prompt library, context templates, review checklists
Training areas
- Content generation (blog, product, email, social)
- Code generation & review
- Data extraction & classification
- Customer support responses
- Sales outreach & follow-up
- Internal knowledge retrieval
- Translation & localization
The method
Direct. Verify. Correct. Repeat.
Spec
We co-author behavior specs with you — what "correct" looks like, with evidence.
Train
System prompts, tool definitions, few-shot examples, validators deployed to each tool.
Evaluate
Automated eval pipeline runs golden sets. Failures returned for correction before ship.
Monitor
Monthly re-eval on model updates. Drift detected = spec update + re-train + re-eval.
Tools we train
Your stack, behavior-aligned.
Claude & Projects
System prompts, project instructions, tool use, evaluation harness.
Microsoft Copilot
Copilot Studio, custom plugins, graph connectors, prompt library.
Google Gemini
System instructions, function calling, grounding, evaluation.
AI Website Builders
Framer, Webflow AI, Wix ADI, custom — behavior specs for generated content.
Custom Agents
LangChain, LangGraph, AutoGen, custom — behavior specs, eval, guardrails.
AI that follows your rules?
Start with your situation. We’ll spec the behavior and train the tools.