A demo is not evidence
An agent that looks right on ten examples can still post the wrong payment on the eleventh. We test on fresh, complete business worlds with problems planted where real ones hide.
PROVERON / COMPANY
Trust is earned on the records.
AI is learning to do real work, mostly from Western data. Proveron supplies what is missing: consented expert workflows, computer-use recordings and local languages from the Global South, and simulated companies to train and test agents on, with every contributor paid.
Get in touch EARLY STAGE · BUILDING IN THE OPEN
FOCUSFinance and operationsWhere agent mistakes cost money
REACHGlobalCountry × profession × system; underserved markets first
STAGEPre-launchEngine built; first practitioner tasks in review
PRINCIPLENo invented numbersMeasured, dated, or not shown
01 / WHAT WE BELIEVEFour rules we hold ourselves to
Prove the agent can do the job, before it touches real work.
The records decide
A score comes from what the agent left in the books, checked against a proven answer key. No AI judge decides it, and every action can be replayed.
Practitioners set the standard
Accountants, tax advisers and trade specialists write and review the work agents are tested on, and are paid for it.
Say what is not done yet
We publish status labels, limits and our own mistakes. No number appears on this site unless we measured it, with its date.
02 / WHAT WE BUILDOne engine, three steps toward production
From test, to trial, to deployment.
Each step uses the same tools, rules and records, so what an agent proved in testing is what it is allowed to do in production, and production failures become new tests.
Test environments and benchmarks
Simulated companies with planted problems, graded deterministically, for teams building and choosing AI agents.
IN DEVELOPMENTA copy of your own workflow
An agent is tested on a simulated copy of your process first, then in shadow mode on your past month, read-only.
SHADOW MODE IN DEVELOPMENTA governed layer for legacy systems
Agents act on ERPs, bank portals and spreadsheets only through checked tools; risky changes wait for a person; every step is recorded.
PLANNED03 / WORK WITH USRemote-first
People who know how the work is really done.
Practitioners
Accountants, tax and trade specialists who author, solve and review tasks. Remote and paid per approved task.
See expert workEngineers
Python, simulation and evaluation engineering. Not hiring yet; introduce yourself for when we are.
Introduce yourselfAdvisors
Senior people in finance, regulation and operations who help us keep the tests true to the profession.
Get in touch04 / STRAIGHT ANSWERSQuestions we are asked
The short version.
Do you have customers yet?
Not yet. The engine, quality checks and expert portal are built; the first practitioner-reviewed tasks and benchmark runs come before any customer claim appears here.
Where does your data come from?
From people who agree to contribute it and are paid: professionals recording their workflows, people using local software, speakers of local languages. Every item carries its consent and permitted uses. Test worlds are generated, client records are never used, and a customer's own workflow is copied only with their agreement.
Where do you operate?
Proveron is a global company focused on the Global South: Africa, the Middle East, South Asia, Latin America and Southeast Asia, where most of the world lives and where AI training data is thinnest. We start with finance in West Africa and the Gulf, then add countries, professions, systems and languages.
Who are your advisors?
Advisors are named here only after they have agreed in writing.