AI agents
An agent for one repeated job, done end to end and handed back for your approval.
Email · invoices · orders · scheduling
Agents handle the routine. Your people keep the decisions, and their time goes to the work that matters.
Invoices to enter. Supplier emails to answer. Order numbers copied from one screen into another. The same question from a customer, answered by hand for the tenth time.
None of it is hard. All of it takes the hours you meant to spend on the work only you can do.
So hand it over.
Chapter III · The handover
Chapter III · The handover
The agents we build read the email, find the invoice, enter it, file it and draft the reply. Anything unusual comes back to you to decide.
We build retrieval systems that search your own files from inside your own account. Every request passes an access check, every answer cites where it came from, and every step is logged.
We also research how AI systems get attacked and how private data leaks out of them, so the defences in your system come from our own work, not a checklist.
Every order, invoice, email and customer record you have kept is a record of what works and what does not. Most of it sits in spreadsheets and old systems nobody has time to read.
We build a private AI chat on top of it. Ask a question in plain words and it answers from your own records: a short explanation, a chart when numbers help, and a suggestion for what to do next. It runs on your data, inside your account, like everything else we build.
23×more likely to clearly beat competitors at winning new customers
19×more likely to reach above-average profitability
Companies that use their customer data intensively, compared with those that do not. McKinsey DataMatics survey of 400 senior managers, 2014. In an MIT study of 179 large firms (Brynjolfsson, Hitt and Kim, 2011), companies that make decisions from data were 5 to 6 percent more productive.
Suggestion
Chapter VI
Six kinds of work, each built around how your business already runs.
An agent for one repeated job, done end to end and handed back for your approval.
Email · invoices · orders · scheduling
A private AI chat over your own records. Ask in plain words, get answers, charts and next steps.
Sales · customers · stock · trends
Ask questions of your own files. Answers cite the source and respect who may see what.
RAG · access control · audit log
We test how models fail under attack and design systems that keep private data private.
Model audits · adversarial testing · privacy
Software built for one business, on the devices your team already uses.
iOS · Android · Windows · Mac · Linux
The ground under your models: deployment, monitoring and the APIs your apps call.
MLOps · monitoring · APIs
Not sure which you need? Describe the pile. We will tell you.