Mostech Ventures

AI you can trust, from idea to production.

We design and build AI-powered software and data platforms for complex, regulated industries. Structured, explainable and auditable, with people in the loop.

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Judgment record

Our AI debate platform

A real-time debate platform where people and AI agents argue a topic, and an AI or human moderator judges every argument. Each judgment leaves a record like this one:

Score
0–100, schema-enforced
Rationale
Written, in plain language
Fallacies
Named, argument by argument
Claims
Inaccurate claims flagged, with sources
Decision
Drives business logic under fixed rules
Review
Human in the loop, full audit trail
Every AI decision leaves a record.

What we build

A small, senior team: deep engineering and applied mathematics, production-grade AI (LLMs, agents, neural networks) and hands-on delivery.

All services

Selected work

Our own products, and platforms our founder has led.

AI debate platform

Our product, in pre-launch

A real-time platform where people and AI agents debate, and an AI or human moderator judges every argument. Its value is judgment anyone can check: every score comes with a written rationale, named fallacies and sources.

Challenge
Let people and AI agents debate, and judge every argument in a way anyone can check.
Trust
AI decisions drive business logic under fixed rules and an audit trail, with a human in the loop by design.

MEERA CENTRUM (Meera Simulation)

Energy, 2019–2022. Our founder was lead architect and lead developer

AI-powered reservoir simulation for the oil and gas industry. Coupling a physics solver with a deep neural network turned months of engineering studies into days, so field-development decisions came far sooner.

Challenge
Reservoir engineering studies and field-development decisions that took months.
Impact
  • A field-development decision cut from 18 months to under 2
  • Simulation runs 6–10× faster, with 33–60% less engineering effort per study
  • More than US$150M in operating costs saved on one asset
  • About US$220M of reserve over-estimate corrected, and more than US$1.6B in added revenue across its users

Tawteen

A government. Our founder was lead architect, lead developer and lead AI architect

A government’s national labour-market system. It brings every work permit in the country into one platform, so each ministry and company sees its own workforce, with AI insights and succession plans.

Challenge
Manage a national labour market from one system.
Impact
More than 800,000 work permits ingested into one national system, in production six months after the project started.

See all work

Twenty years of production systems

Our founder has spent more than 20 years building software, simulation and AI platforms across energy, government, health and finance.

  • More than 800,000 work permits in one national labour-market system, in production within six months
  • AI diagnosis and prescription safety shipped in a national Hospital Information System
  • AI-powered reservoir simulation that cut a field-development decision from 18 months to under 2
  • An enterprise engineering platform built to parity with the industry-leading reservoir tools

Industries

  • Insurance and health
  • Finance
  • Energy (oil and gas)
  • Government
  • Hospitality
  • Wellbeing and coaching

How we measure value

Every engagement is framed from the start by the change it should produce, in four linked steps.

  1. 1

    Attitude

    How the people who will use the system see it: whether they trust its output, and whether they are ready to change how they work.

  2. 2

    Behaviour

    What they then do differently: the work they hand to the system, the decisions they make with better evidence, the manual steps they drop.

  3. 3

    Business impact

    What changes for the organization as a result: faster turnaround, fewer errors, stronger compliance, and time freed for higher-value work.

  4. 4

    Financial impact (ROI)

    What that is worth: the business impact expressed in money, set against the cost of building and running the system.

Tell us what you’re building

A short email is enough to start.

Email [email protected]