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AI & Innovation

Agents go beyond chat — they call your APIs, read your data and carry out multi-step tasks. We design agents with clear boundaries and a human in the loop where it matters.

What we do

The core of this service, in practice.

Tool-using agents connected to your APIs and databases

Customer-support and internal-assistant agents

Guardrails, permissions and human-approval steps

Logging and review tools to inspect agent behaviour

Our approach

Step 01

Map the task

Break a real workflow into steps and decisions.

Step 02

Define tools

Expose safe, well-scoped actions to the agent.

Step 03

Build the loop

Planning, memory and error handling.

Step 04

Test with people

Tune behaviour with real users in the loop.

Technologies

PythonNode.jsLangChainLlamaIndexRedisVector databases

What you receive

  • Agent service
  • Tool integrations
  • Review console
  • Documentation

Tell us what you are working on. We'll get back to you by email to talk through scope and next steps.

or write to info@spedaris.com