Historically, advanced mathematics for analysing software has been reserved to teams of PhDs at institutions like NASA.

But what if we could democratise these techniques, building on deep advances in AI to make them automatic, collaborative and accessible?

Imandra Hacker
VS. graphic element

Imandra is AI for algorithms, scaled to the cloud.

Imandra Logo - Reasoning as a Service (TM)

Imandra has many advanced features, including first-class computable counterexamples, symbolic model checking, support for polymorphic higher-order recursive functions, automated induction, state-space decompositions and more.

Imandra Wins

If software is eating the world,
we really should take it more seriously.

When the algorithms we rely on are unsafe, unfair or inexplicable, the results can be catastrophic.
Imandra is powering a new generation of tools for the rigorous design, analysis and governance of complex algorithms.

Imandra Scope

Try Imandra Now


A selection of interactive notebooks is waiting to help you learn Imandra and apply it to your toughest problems. Dive in and experience how fun and powerful automated reasoning can be!

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PhD not required

Imandra Notebooks Preview

Research is the heart of what we do. This section showcases evolving technologies from our R&D engineers. From academic publications to new Imandra prototypes, join in the excitement as our new scientific results graduate into powerful products.


Imandra EVM:  A formal model of the Ethereum Virtual Machine

Imandra-based formal model of the Ethereum Virtual Machine (EVM). We’ve made the model open source under the Apache 2.0 license. It’s the first public entry in our community models repository.

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Isabelle Language Server Protocol and VSCode Integration

Bringing the power of Isabelle’s Prover IDE to the open-source VSCode and Language Server ecosystems. Part of our broader Imandra Universe effort for collaborative formal verification in the cloud.

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Recent and Upcoming Conferences

FMCAD 2018

The University of Texas at Austin, Austin, Texas, USA,
October 30-November 2, 2018

CICM 2018

RISC, Hagenberg, Austria
August 13-17, 2018


Isaac Newton Institute, Cambridge University,
July 1st - August 4th, 2017


Gothenburg, Sweden,
August 6-11, 2017

CICM 2017

Edinburgh, Scotland,
17-21st July, 2017

SC2  2017

Saarbrücken, Germany,
July 31-August 4, 2017

ACL2 2017

Austin, Texas, USA,
May 22-23, 2017

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About AI

Aesthetic Integration is an AI startup developing Imandra™, the cloud-scale automated reasoning system bringing rigor and governance to the world’s most critical algorithms.

Denis Ignatovich

Denis Ignatovich

Cofounder and Co-CEO

Denis Ignatovich has over a decade of experience in trading, risk management, quantitative modeling and complex trading system design. Prior to joining AI, he was head of the central risk trading desk at Deutsche Bank London. He holds an MSc in Finance from the London School of Economics and degrees in CS and Finance from UT Austin.

Grant Passmore

Grant Passmore

Cofounder and Co-CEO

Grant Passmore has more than ten years’ industrial formal verification experience. He has been a key contributor to safety verification of algorithms at Cambridge, Carnegie Mellon, Edinburgh, Microsoft Research and SRI. He earned his PhD from the University of Edinburgh and is a Life Member of Clare Hall, University of Cambridge.