Use Cases

AI that fits how your business actually works.

The same capabilities look different depending on who you are. Here's how AI and automation play out across the kinds of businesses we work with.

Charleston marsh representing AI applied across different industries

SaaS & software companies

AI for SaaS Companies

Ship AI features your users actually want, add intelligent automation to your product, and modernise your stack, with senior engineering that understands SaaS.

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Professional services firms

AI for Professional Services

Automate document-heavy work, answer client and staff questions instantly, and free your experts to do higher-value work, without risking accuracy.

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Operations-heavy businesses

AI for Operations & Back Office

Cut the manual, repetitive work that slows operations down. We automate workflows, connect your systems and add the monitoring to keep it reliable.

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See the patterns in action.

The same techniques behind these use cases, running right here. Open one and cycle through the rest.

Chatbots

Grounded Support Chatbot

A support assistant that answers only from a company's real facts, and politely refuses to invent anything. The cure for hallucination.

Try it here

Agents

Multi-Step AI Agent

Give it a goal and watch it plan, then carry out the work step by step, the pattern behind real automation.

Try it here

Structured output

AI Data Extraction

Paste messy text, an email, form or transcript, and get clean, structured data back. The backbone of document automation.

Try it here

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Get in touch

Don't see your exact fit? Tell us about it.

Most businesses have the same few problems wearing different clothes. A short email and we'll tell you honestly whether we can help.