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
Your customers used to search, scan the list of links and click. More and more, they read the AI summary at the top of the results, or ask a chat assistant and take its answer. Many companies that paid for years to rank high now get fewer visits, even where they still rank first.
8%of visits with an AI summary ended in a click on a regular result, against 15% without one
58%lower click rate for the top result when an AI summary appears
Pew Research Center, browsing data from 900 US adults, March 2025. Ahrefs, 300,000 keywords, December 2025 against December 2023; a correlation, not proof of cause.
We redesign your website for both of its readers: your customers, and the AI that answers for them. Clear answers to the questions your customers really ask. The facts about your business set out so machines can read and quote them. Pages that load quickly on any phone, and nothing that stops AI assistants from reading you. Keep your look, or get a new one.
Then an agent checks how AI answers see your business, gives you a score and a list of what to fix, and we keep the site current. We promise the work, not the answer: nobody can honestly guarantee what an AI will say.
Who repairs kitchen appliances near me?
AI answer
For kitchen appliance repair nearby, three shops stand out: your business, which lists same-week repairs and the brands it services, and two others with strong reviews.
Chapter VII
Seven 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
A website redesigned for your customers and for the AI that answers for them, then checked and kept current.
Redesign · AI answers · speed · upkeep
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.
You have probably had the calls. Someone promises AI will change your business, you pay, and what arrives is not what you were promised. A company you found online has to earn your trust before it earns your money. We agree.
So we carry the risk. We design, build and deploy your first custom AI agent, made for one real job in your business, at no cost to you. You use it on your own work and judge it by what it does.
Tell us the job. Write to us.
Moawj CorporationWe can offer this because building agents that work is what we have done since 2017.