Products

Four products, built in the order the problems turned up.

One helps a person get hired. One keeps the software they write standing up. One makes the advertising, and one answers the phone. All four are in production, all four are free to start, and none of them asks for a card at the door — we run every one of them ourselves on real work before asking anybody else to depend on it.

Examness

Certification and interview preparation · examness.com

A learning platform for developers and IT professionals that covers both gates of a technology career. It combines four things that usually live on four separate sites: exam-style certification practice with explanations and timed mocks, an interview question bank of more than 3,200 answers across thirty-odd topics, a Code Lab that executes in your own browser, and AI teachers grounded in your actual history.

The pricing idea in one line: everything is free except the AI. Reading, practising and running code never spend a credit.

  • Wrong answers are stored deliberately, and the AI teacher reads them before it replies
  • Timed mock exams with per-domain breakdown, plus generated study plans and a readiness estimate
  • Code Lab: let the AI draft a solution, stop it mid-line, and finish the function yourself
  • Arcade-style revision games, discussion threads on every question, and a dashboard that ties it together
  • English, Hindi, Bengali, Japanese and Indonesian · web, Android and iOS

Provelex

Automated QA and security analyst · provelex.com

An automated tester that works the way a careful person would, without ever getting bored. Point it at your application, prove the target is yours, add a login, and tick the suites you want. It opens a real browser, works out what the software does, tries to break it, and writes the result up for somebody who has to approve the fix rather than perform it.

There is no framework to learn. No scripts, no selectors, no YAML — a renamed control produces a heal event, not a red build.

  • Five suites per run: functionality, security, performance, accessibility and mobile view
  • Security probes are bounded and non-destructive, mapped to the OWASP Top 10 (2021)
  • Ownership must be proven before anything active runs, and the signed grant is printed in every report
  • A published score formula, drift against the previous run, and evidence behind every claim
  • Web, Windows and macOS · white-labelled PDF, HTML and JSON exports · CLI and HTTP interface

Adotopia

Emotion-aware ad decisioning and ad studio

An advertising agency that runs on a database query. Adotopia reads a film or a script scene by scene, builds an emotional twin of it, then places an advert where the mood actually fits — and never beside a death, a climax or a scene somebody is crying through.

  • Per-scene emotion vectors in PostgreSQL with pgvector; matching an ad to a slot is one similarity query
  • Brand-safety adjacency guard: congruent mood and a natural narrative break, or no placement at all
  • Generates the ad video itself, and lays on-screen messages where they do not cover the picture
  • Also makes static ads for newspapers and websites, in English, Hindi and Bengali

Voicotopia

Multilingual AI voice receptionist

The phone rings while you are with a customer, so it goes unanswered and the lead is gone. Voicotopia picks up in the caller's own language, books or reschedules the appointment, and messages them afterwards — set up by somebody who has never written a line of code.

  • Answers in English, Hindi or Bengali, and reports back to the owner in English
  • Never invents: it may quote a price or policy only from knowledge the owner approved, or it says it does not know
  • Never drops a lead — a provider outage, a silent caller, a failed transfer all end in a callback task
  • Books, reschedules, cancels, transfers and follows up over WhatsApp or SMS

What they share

Different problems, the same four commitments

On the surface these products have almost nothing in common. Underneath, each one was built to the same rules about what you are charged for and what happens when something fails.

1

Free by default

Anything that costs us close to nothing to run costs you nothing, indefinitely. Reading, practising and running code in Examness; browser automation, deterministic checks and report exports in Provelex; planning a placement in Adotopia; capturing a caller's details in Voicotopia.

2

Credits buy model time, nothing else

You are never charged for storage, seats, projects or the privilege of logging in. A credit is spent when a model runs, and at no other moment. Every new account starts with a balance, so the first real work happens before any money does.

3

The price before the action

Every button that spends says what it will spend before you press it. Examness shows the cost on each AI action, Provelex updates the price as you tick suites or change model, Adotopia prices each studio step, and Voicotopia meters a call as it runs rather than estimating afterwards.

4

A failure is refunded

A request that produced nothing is refunded automatically, without anybody having to ask and without a support ticket in between. In Voicotopia the same instinct goes further: when credit runs out, the agent falls back to capturing the lead rather than dropping the call.

Credit is priced per product, because the underlying costs are not the same. In Examness and Provelex one credit is ₹0.50, about $0.01. In Voicotopia, where a credit pays for live telephony, one credit is ₹1. Adotopia prices each studio step on screen before it runs. Credits do not expire.

Try either one without talking to anybody

Both sign-ups take under a minute and hand you fifty credits. If you would rather discuss work on your own product, that conversation starts by email.