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Team

Founder-led, from first meeting to production.

Vedant Agarwal and Aditya Jain run every engagement themselves — the engineering, the deployment, and the commercial relationship.

Founding team

Two roles. One accountable team.

Vedant Agarwal, co-founder and CEO of Monte Carlo Labs

Co-founder & CEO

Vedant Agarwal

Engineering Lead

Responsibility

Engineering & product delivery

Vedant studied Applied Mathematics and Physics at UC Berkeley, built AI products in Silicon Valley, worked at a unicorn, and led technology initiatives for a multi-billion-dollar toy company. He works directly with executives to find where an operation loses money, then builds the software that stops it.

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Aditya Jain, co-founder and COO of Monte Carlo Labs

Co-founder & COO

Aditya Jain

Partnerships & Deployment Lead

Responsibility

Partnerships & deployment

A finance graduate from London, Aditya has taken 0-to-1 AI systems from concept to live deployment with African governments and Indian enterprises — complex, resource-constrained environments where software only counts once it runs.

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How we operate

The team that sells the engagement owns the production result.

Direct founder ownership

The people who scope the workflow remain involved through system design, production launch, and value reconciliation.

Operator knowledge becomes the specification

Policies, exceptions, approvals, and system constraints are documented with the team that runs the work before implementation begins.

Production evidence decides

Action logs and agreed source systems show what changed, where the workflow stopped, and how the operating result compares with the baseline.

Customer control is explicit

Consequential decisions, approval thresholds, rollout scope, and expansion gates remain visible and owned by the customer.

Hiring

Forward-deployed engineer

We are hiring an engineer who can learn an operation from the people who run it, build inside real system constraints, and own the result in production.

Apply for the role