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← Solutions

HAZELJS

Solution

AI system integration

Connect AI agents to existing APIs, databases, and business systems with HumanBee engineering.

Business problem

What breaks today

Agents without integrations cannot deliver business outcomes.

Audience

Who it is for

Enterprises connecting agents to established software estates.

Approach

How we solve it

Custom integration engineering against documented APIs — scoped honestly.

Skillgate can curate which APIs become capabilities; tools remain TypeScript.

Architecture

Example path

  1. 01

    Identity & auth

  2. 02

    API adapters

  3. 03

    Agent tools

  4. 04

    Error & compensation paths

Governance & operations

Treat write APIs as privileged tools with authorization and HITL when needed.

Implementation

Engagement steps

  1. 01API inventory
  2. 02Auth design
  3. 03Pilot connector
  4. 04Harden
  5. 05Expand

FAQ

Common questions

Do you ship universal CRM connectors?
No. Integrations are custom unless you already have reusable internal libraries.

HumanBee × HazelJS

Ready to build your first production AI agent?

Talk with HumanBee — preferred consulting partner of HazelJS. Consulting is optional; the framework stays open source.