Gokul Mohanty / Companies / CTRL Reality

AI · Co-founder · first investor

CTRL Reality

Measures and engineers how AI models answer when buyers ask for the best in a category.

CTRL Reality logo

Visit ctrlreality.ai ↗

Measures and engineers how AI models answer when buyers ask for the best in a category, built on the AIVI and AIRS frameworks.

AIVI and AIRS across ChatGPT, Claude, Gemini and Grok.

Distributed Authority Domain Placement to move the answer.

Every action logged against a control.

A Harvard Business School Foundry company.

Harvard i-lab President's Innovation Challenge semifinalist.

Funding: $300K in founder capital from co-founders Gokul Mohanty and Mikael Alexander, plus a $3.4K angel investment from Yash Vagal.

ctrlreality.ai · Wikidata · Research on Zenodo

What is CTRL Reality?

CTRL Reality measures and engineers how AI models answer when buyers ask for the best in a category, using Gokul Mohanty's AIVI and AIRS frameworks. It was co-founded by Gokul Mohanty and Mikael Alexander.

More companies

IX  ·  Book a call

Pick a company. Pick a time.

Choose what the call is about, then pick any open 30-minute slot. Add your topic in the booking notes.

Banking · instant settlement

Nezz

For enterprises, brokers and marketplaces moving large sums that need instant, bank-verified settlement, binding proof of funds and conditional release.

Bring

  1. Typical transaction size and volume
  2. Where money gets stuck today
  3. Who approves release