is the mean time organisations took to identify and contain a breach
What your AI does about it:
It keeps watching every system and flags the gaps an attacker would use, so a person can fix them before a breach starts.
See it in cybersecurity →Imagine this.
An email lands. Your AI reads it, finds the contract, checks the numbers and drafts the reply. You say yes or no.
We build your own AI operating system, set up around your business. Your model, your hardware or ours.
It works while you sleep.
You wake up and it's done. The reports are written, the overnight alerts sorted and the security checks run. You read the summary with your coffee.
What else it can do
Pick one and watch. Then picture it doing your version.
It searches everything you've ever filed and answers with the page it found it on.
Your business, as your AI sees it
This is a knowledge graph: everything your business knows, joined up. Ask a question and watch your AI walk the map to the answer.
What’s a knowledge graph?
It’s a map of everything your business knows and how it connects: this client signed that contract, owes this invoice, emailed about that quote. Your AI walks the map to answer questions a search box can’t.
Drag to turn it. Tap a part to see what it is.
You askWhich clients have an overdue invoice and an open quote?
Following the links from email to the records.
How to read it
This is what our knowledge graph looks like.
What would yours look like?
Picture every client, invoice, email and job your business has, joined up and ready to answer.
The names in it are made up. The shape is real.
We build these for you
We connect your email, files and systems, join the records up, and set the map up on hardware you choose. Each answer shows the records it came from, and a person approves anything the AI wants to change.
Example questions this map answers
- Any business: Which clients have an overdue invoice and an open quote? Karoo Cartons. INV-2201 (R48,200) is 21 days overdue, and quote Q-1043 is still open.
- Any business: Who looks after the client whose quote became a live project? Naledi. Lumen Health accepted Q-1050, and it is now the Cold-chain upgrade project.
- Any business: Which signed contract belongs to a client who owes us money? Mokoena Logistics signed the Mokoena MSA and owes R112,400 on INV-2230.
- Law firm: Which matter has a hearing next week and an unpaid invoice? The Bergview lease dispute. The hearing is on 7 October and INV-0918 (R36,500) is unpaid.
- Law firm: Which new contract differs from our standard terms? Supply agreement v3 changes the liability clause. A redline is drafted for Sipho to check.
- Medical practice: Who has an appointment tomorrow and hasn't confirmed? Patient 0412, Tuesday 09:30. A second reminder went out, and the slot is held until noon.
- Medical practice: Which lab result needs a doctor before it is filed? Patient 0688: an HbA1c of 9.4%. It is flagged to Dr Naidoo and not filed.
- Logistics: Which delivery is running late, and who do we warn? Order 7714 is 70 minutes late on the N3. Umhlanga Fresh gets a message with the new time.
- Logistics: Which delivered orders still have no invoice? Order 7702 was delivered and signed for. INV-3307 is drafted for Mokoena Logistics to approve.
- Accounting firm: Which client balance is overdue, and who chases it? Lumen Health owes R27,900 on invoice 5531. Two reminders have gone, so Thandi gets a call task.
- Accounting firm: Which return is due this month and still missing a document? Bergview's VAT return is due on 25 October. One supplier statement is missing, so it is requested.
- Retail: What is about to run out, and is a restock on the way? Rooibos 250g is down to 9 at the Paarl store. PO-8841 from Cederberg Teas lands Thursday, so a transfer covers it.
- Retail: Which customer asked about an order on WhatsApp? Zinhle M. Order 20417 shipped this morning, and the tracking link is already sent.
- Construction: Does this subcontractor invoice match the signed variation? No. INV-774 is R92,000 but Variation 12 was signed at R78,000. Payment is held for a person to check.
- Construction: Is anyone still working from an old drawing revision? Yes. The crew on Riverside Block C used S-204 rev B, but rev D is current. The foreman is warned.
Real numbers from your world
Sourced facts from the industries and services we work in. Under each one, what your own AI would do about it.
What we build for you
Tell us what you need. We design it, build it and connect it to the tools you already use. AI plus open source gives you time back first, then money.
Integrations
Email, calendar, files, accounting, CRM, WhatsApp and whatever else you run on.
Skills
The jobs you do every week, taught step by step, your way.
MCP servers
Secure connectors into your systems, with only the permissions you give. MCP is the open standard AI tools use to talk to software.
The server
Yours or ours. Patched, backed up and monitored.
Integrations
Email, calendar, files, accounting, CRM, WhatsApp and whatever else you run on.
Skills
The jobs you do every week, taught step by step, your way.
MCP servers
Secure connectors into your systems, with only the permissions you give. MCP is the open standard AI tools use to talk to software.
The server
Yours or ours. Patched, backed up and monitored.
Your model, your hardware
Use the model you like, or run an open model on your own graphics card so nothing leaves the building. Switch any time.
- Your data
- Your AI runs on a server you own and keeps your files there. Only the text it's working on at that moment goes to Anthropic to be processed. Use a business plan that doesn't train on your data.
- What you pay
- A monthly subscription from Anthropic, or pay per use through their API. We help you pick whichever works out cheaper for how much you use it.
- What it's good at
- Frontier models are the strongest at long, tricky work like reading contracts, writing code or planning. You can switch to another one later without rebuilding anything.
Set up by the people who do our cybersecurity and compliance work.
Open source and AI belong together
You own the code, so your AI can change it. Missing a button? Ask for it. No vendor roadmap to wait for, no fee per user. That's time and money back.
Every service, with AI doing the repetitive part
Each page has a demo you can watch.
Artificial IntelligenceYour own AI operating system, designed, built and run for you.TrainingWe teach you or your team to set up, run and extend your own AI, and to use it safely.Personal AIYour own AI for your actual life: meals, plants, a gym week, and things you'd otherwise forget.AnalyticsNumbers from every system in one report, with a note on what changed and why.CompliancePOPIA and ISO 27001 evidence gathered and checked by AI instead of by hand.ConsultingWhere AI will save you the most time, written down before you spend anything.CybersecurityAI that reads your security tools day and night and acts on what it finds.DevelopmentSoftware built faster, with AI writing the code and engineers checking every line.IoTSensors that report to your AI, which spots the problem and does something about it.IT OperationsFailing services noticed and fixed before anyone logs a ticket.IT SupportTickets sorted and answered by AI, with a person on anything tricky.Open SourceSoftware you own, that your AI can change when you need something new.WebsitesSites built from a brief, that your AI can keep up to date.
Now it's real.
Four things stay true, whatever we build for you.
Your hardware or ours
On your server, on ours, or on a machine in your office running an open model. Your call.
A person approves what matters
Payments, deletions and anything going to a client wait for a yes from you or someone you choose.
Every action logged
You can see what it read, what it did and why, for every task.
Built with POPIA in mind
We set it up the way we set up any system that handles personal information, with the same care our compliance work gets.
Picture your week with the busywork done.
Tell us how your week runs. We'll show you, in writing, what your own AI could take over.