Conversational AI for serious organisations
Your organisation's intelligence. On call.
Vulani is a conversational AI layer with company-specific intelligence across every domain of your business. Ask anything. Get grounded answers. Then let it draft the reports and do the drudge work, inside your permissions, inside your tenant.
Vulani
Good morning. What can I help you with?
You
Vulani
Permissioned · Logged · Voice and text in English, Afrikaans, isiZulu
The problem
Your data is everywhere. Your answers are nowhere.
Hours lost to assembly
Skilled people spend days pulling figures from one system into another, formatting the same reports every month.
Answers depend on who you ask
The same question gets three different numbers from three different people. Nobody is sure which one is right.
Systems that do not talk
Finance, operations and history live in separate silos. The full picture exists nowhere, so nobody sees it.
Ask
Ask in plain language. Get answers you can trust.
Query your organisation's data by voice or text, the way you would ask a colleague who knows everything and forgets nothing. Vulani reads across your systems, answers in seconds, and shows you where every figure came from.
- Which clients have unbilled work older than 60 days?
- Watter verskaffers het hierdie kwartaal afleweringsdatums gemis?
- Yimalini esiyisebenzisile kule kota kwezokugcinwa kwezakhiwo?
Three questions, three languages, one grounded system. Every answer is scoped to what the person asking is allowed to see.
Monthly management pack · June
Compiled in 4 minutes from your ledger, billing and prior packs. Every figure traceable.
Act
Then let it do the drudge work.
The recurring reports, the meeting packs, the month-end assembly, the history questions that eat your best people's time. Vulani orchestrates the assembly across every system you run and drafts the output from live data, complete with sources, ready for your eyes.
You review. You decide. Vulani does the assembly.
Grounded and governed
Not a chatbot. A system of record you can talk to.
General-purpose chatbots guess. Vulani is grounded in your verified data, constrained by your access rules, and accountable for every word it produces.
Grounded in verified data
Every answer traces back to your own structured systems. No invented figures. If the data is not there, Vulani says so.
Permissioned per person
ABAC and RBAC controls scope every question to what that user, in that role, is allowed to see. Nothing more.
Fully logged
Every question, every answer, every source consulted. A complete audit trail your compliance team can stand behind.
Inside your tenant
Vulani runs in your own cloud environment. Your data never leaves it, and it never trains shared models.
The compounding loop
Every question makes it better.
- 01
Ask and act
Questions answered, outputs drafted, daily.
- 02
Reasoning captured
The why behind each answer is kept, not lost.
- 03
Memory deepens
In your tenant, about your organisation only.
- 04
Sharper answers
Better context, earlier warnings, less rework.
It gets smarter about your organisation, and only your organisation. The reasoning behind your decisions, commitments and processes builds into an institutional memory that lives in your tenant and nowhere else.
The shift
Every organisation will work this way. Few do yet.
A conversational layer that orchestrates across every domain of the business is not another productivity tool. It changes how an organisation runs. Decisions get made with the full picture in the room. Recurring work is assembled where the data lives, not copied between spreadsheets. Knowledge stays in the organisation when people move on.
And because Vulani compounds, the advantage cannot be bought later. Institutional memory takes months to deepen, and it deepens only through use. The organisations that start now will be answering in seconds, with years of captured reasoning behind them, while their competitors are still assembling the numbers.
The transition is coming either way. Moving early is the only version of it that builds your lead.
Built for the work
For enterprises that run on data
Executives ask the organisation anything. Teams stop burning hours on assembly. The history behind every decision, commitment and contract is on call, and it stays in the organisation when people move on.
A Tuesday, with Vulani
09:12. An operations director preparing for exco asks: "What did we commit to on the maintenance backlog last year, and why?" Vulani returns the commitment, the date it was made, and the reasoning noted at the time.
09:14. She asks for the spend against that commitment and the three worst supplier delays behind it. Both arrive in seconds, each figure traced to source.
09:20. She asks Vulani to draft her exco pack. It assembles the numbers, the comparisons and the open items. She reads it, adjusts two lines, and walks into the meeting prepared.
What used to take an analyst half a day took eight minutes, and the director checked every word.
Every domain, one memory
One intelligence across the whole business.
These are not modules. They are the same memory at work. Vulani learns your organisation across finance, operations, projects and contracts, and one answer can draw on all of it at once. Ask about a supplier and it knows the contract, the spend, the delivery record and the commitment your team noted in March.
Assets and digital twins
Sit Vulani over your asset register and the digital twin models your teams already maintain. Condition, maintenance history, what was spent on each site and why, all on call.
"Which facilities have open defects older than 90 days, and what is the repair estimate?"
Supply chain and procurement
Supplier performance, contract commitments, lead times and stock movement, answered from the systems that record them, with the reasoning behind each award kept on record.
"Which suppliers missed delivery windows this quarter, and what did the delays cost us?"
Projects and operations
Project pipelines, progress against budget, site history and the decisions taken along the way. Vulani answers from the record, not from memory of who was in the meeting.
"Show me every project running more than 10% over budget, with the variance reasons noted."
Accounting and audit firms
Juniors stop burning hours on assembly. Partners ask the practice anything. Every client's history is on call, with the reasoning behind past treatment decisions kept when people move on.
"What did we decide about their revenue recognition on long contracts, and why?"
In production
Live in a major public-sector deployment since May 2026. Real users, every working day, at serious scale.
In their tenant
Running entirely inside the client's own cloud environment, under their governance, within their permissions.
20+ years deep
Built by a team with more than two decades of financial-systems work behind it. We know where the numbers live.
Meet Vulani
English. Afrikaans. isiZulu.
This is the face your team talks to. Ask by voice or text, in the languages your people actually work in. More languages follow as speech models grow.
See Vulani on your kind of data.
A 30-minute demo, on scenarios drawn from the systems you already run. No slides where a working product will do.