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Custom AI Agents

Autonomous agents that do real work — not just demos.

Tool useMulti-stepYour data
Built by Waystoweb
The overview

We build AI agents that go far beyond a chat box. They break a goal into steps, call your APIs and internal tools, pull in the right context from your data, and carry work through to the finish — with humans in the loop wherever it matters.

What you get

Everything bundled into this service.

Goal-driven reasoning

Agents that plan, decide the next best action and adapt when things change.

Real tool & API access

Wired into your systems so the agent can actually do things, not just talk.

Grounded in your data

Retrieval over your docs and databases, so answers are specific and correct.

Guardrails & oversight

Approval steps, limits and full logging keep you firmly in control.

How we work

From kickoff to launch

1

Map the workflow

We find the highest-leverage task and define exactly what 'done' means.

2

Design the agent

Choose the model, tools and memory, and write a sharp evaluation set.

3

Build & evaluate

Iterate against real cases until the agent is reliable, not just impressive.

4

Ship & improve

Deploy with monitoring, then tune on real usage and edge cases.

24/7
Always working
10×
Faster workflows
Human
In the loop
Tools & technologies we reach for
ClaudeOpenAILangGraphVector DBPython
Good questions

Frequently asked

Yes. We keep your data in your environment, use providers with no-training guarantees, and never expose it beyond what the task needs.

Agents answer from your own data via retrieval, with checks and confidence thresholds — and they hand off to a human when unsure.

Whatever fits the job and budget — typically Claude or GPT-class models, chosen per task during the design phase.

Ready to build it?

Let's talk through your custom ai agents project and map a plan that fits your budget and timeline.

Start your project