AI & Automation
Not just chat. AI agents that read your data, use your tools and complete multi-step tasks, with clear limits on what they may do alone and when a person must approve.
The short version
Chatbots answer questions. Agents do work: they look up a customer, check stock, draft a quote, update the CRM, send a follow-up and report back. That makes them powerful, and it means they need careful design.
We build agents around one well-defined job, give them only the tools and data that job requires, and add checks: limits on actions, human approval steps, logging of every decision and tests that run before each change. The result is automation you can trust in production.
What's included
Capabilities
The difference between a demo and a dependable agent is engineering discipline.
Agents call your CRM, databases, calendars and internal APIs to complete tasks.
Action limits, input validation and refusal rules for anything out of scope.
Approvals for refunds, large quotes, outbound messages or any action you choose.
Test sets catch regressions before prompt or model changes go live.
Every step, tool call and cost is logged for review and debugging.
Run on managed platforms, your cloud, or self-hosted n8n.
How it works
We choose one task with clear inputs, outputs and value.
Define what the agent may read, write and decide alone.
Build the agent with a test set that measures accuracy and safety.
Start with human review, then reduce it as accuracy is proven.
Compare
| AI agent | Chatbot | Rule-based automation | |
|---|---|---|---|
| Handles messy inputs | Yes | Yes | No |
| Takes actions in your systems | Yes, multi-step | Limited | Yes, fixed steps |
| Adapts to new situations | Within its guardrails | Conversation only | No |
| Predictability | High with evals and limits | Medium | Very high |
| Best for | Judgment-heavy, multi-step tasks | Q&A and simple requests | Repetitive, structured tasks |
Best fit
Popular in
No rip-and-replace. We integrate with what you already run.
FAQ
Straight answers to what buyers ask us most. Don't see yours? Ask on a free call.
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Taking projects for next month
Book a free 30-minute strategy call. We'll map the agents, automations and integrations worth building first, and tell you honestly what isn't.