Pre-launchPlanned: expert data delivery for AI
Expert-verified data and evaluations for AI
That is what Pensator is being built to deliver. First planned domain: finance, starting with Indian tax, designed so that answers and model evaluations are verified by Chartered Accountants.
- Stage
- Pre-launch
- First planned domain
- Finance · Indian tax
- Planned verification
- Chartered Accountants (CA)
01The problem
Fluent is not the same as correct
First
Models produce fluent answers.
Ask a model a professional question and it replies in clean, confident, well-structured prose.
Then
A wrong answer can read exactly like a right one.
In professional domains, a mistaken answer carries the same confidence, structure and tone as a sound one. Side by side, there is nothing on the surface to tell them apart.
So
It often takes a domain expert to tell.
Separating the right answer from the plausible wrong one takes someone with expertise in the domain. That judgment is what Pensator is built to deliver, as verified data and evaluations.
02Explore
Four ways into the work
Data and evaluations
The planned deliverables, one illustrative record layer by layer, and what an evaluation looks like.
Process
How raw requests are designed to become finished results: four stages, and the two sides of an engagement.
Domains
Finance is the first planned domain, starting with Indian tax, verified by Chartered Accountants.
Opportunities
Postings for domain experts as engagements are confirmed. For finance, the bar is being a CA.
See the work on your own question
Request a sample of Indian-tax data or evaluation, planned to be CA-verified. Domain experts can register interest on the same page.