Agent Capability Build — make your agents competent, not just installed
Most deployed AI agents are generic — they work, but they do not know your business, your edge cases or your standards. I audit what each agent can actually do, write the skills and workflows that encode how your business operates, integrate them with your tools, and test the result against real scenarios before handing over documentation your team can maintain.
Businesses that deployed AI agents and found them generic, unreliable on edge cases, or unable to follow business-specific standards.
Fixed-fee engagement against an agreed scope, priced after the diagnostic call. No hourly billing.
build agent infrastructure — no control planes, no registries, no custom model training; sell one-off skills without integration or testing.
What you get
Tangible outputs and system enhancements delivered during the engagement.
A thorough review assessing current agent behaviors, tool access, and failure modes across your existing setups.
Custom skills and deterministic instruction logic built to match your operational standards and edge-case rules.
Secure, reliable connectors binding agent capabilities directly into your software stack and APIs.
Concrete scenario evaluation suites that verify accuracy and rule adherence before live deployment.
Clear operational manuals and maintenance specifications designed for your internal team to manage.
How it works
A structured five-step methodology to refine and validate agent capabilities.
Capability gap assessment
Mapping existing agent behavior against business demands to identify where outputs degrade or break.
Skill and workflow authoring
Drafting instructions, prompt structures, and operational boundaries tailored to your business rules.
Tool and integration configuration
Connecting agent capabilities to database endpoints, CRMs, and internal communication systems.
Testing against real scenarios
Running stress-tests against edge cases and historical failure logs to validate reliability.
Handover documentation
Delivering complete documentation, test scripts, and system diagrams for seamless internal ownership.
Frequently asked questions
Common questions about scope, platforms, and expectations.
Explore related case studies & background
See practical implementations and active production environments.
Ready to make your agents competent?
Book a brief diagnostic conversation to discuss your deployed agents and operational goals.