Speeding up Verification by 100x

Our mission is to speed up software and hardware verification by 100X using AI to generate accurate tests, stimuli, code, and fix bugs automatically as no human can.

VerifAI Web Animation

Harnessing the collective intelligence of multiple LLMs and Reinforcement Learning to build AI agents.

Recognitions from World's Leading Pioneers

“Since we have deployed VerifAI's SimulationGuru RL algorithms in our Design Verification workflows, we've seen a remarkable boost in simulation and coverage efficiency. The product has considerably reduced our regression times and is excellent at rapidly finding bugs. Our teams can now dedicate more time to innovative design and verification methods without being bogged in lengthy debug cycles. The efficiencies gained here are significant.”

jayparks
Jay Parks

VP, Engineering Automation

Micron Technology

“MultiLLM is nice. I do believe different models have different strengths and weaknesses, and using multiple models will therefore lead to a better outcome than just using a single model all the time. It's almost a human-steered version of automatic ensembling of multiple models.”

Computer Scientist and AI pioneer, Fortune 500
TestGuru

Generate code, tests, and fix bugs automatically, without being an expert.

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SimulationGuru

Auto generates stimulus settings. Reduce simulation and program execution time by more than 40% using Reinforcement Learning.

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DebugGuru

Cluster similar bugs together from unstructured data using MultiLLMs to determine root cause.

MultiLLM

MultiLLM tells you which LLM gives the Best Answer. Collaborate in real-time with friends and LLMs to generate inspiring code, ideas, and more!
MultiLLM powers our products.

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VerifAI in News

VerifAI Mentioned by EETimes as SuperCool

Our Products

TestGuru

Generate tests, write and explain code, find and fix bugs without being an expert test engineer or developer

Less time spent on:

  • Writing manual tests

  • Determining hard to reach conditions in code

  • Finding and fixing bugs

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Tuned on your own data:

  • Models fine tuned and trained on your code

  • Pre-trained multiple models trained on non-propriety source code

  • Customized models will reflect your teams coding preferences and styles

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SimulationGuru

Auto generate stimulus settings

  • Optimize your input stimulus settings with Reinforcement Learning

  • Increase coverage automatically

  • Explore new states

  • Find bugs faster

  • Applicable to both software and hardware tests

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Reduce simulation and program execution time by more than 40%

  • Automatically generate input settings to increase coverage

  • The model learns to generate settings that improves coverage and reduces simulation and execution time

  • Increase coverage and reduce simulation and program execution time

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DebugGuru

Automatic bug clustering from logs

  • Identify and cluster similar bug types based on unsupervised Machine Learning and multiple language models

  • Clusters similar bugs together directly from logs

  • No setup required

  • View results in WebApp daily

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Automatic bug classification

  • More than 50% savings in debug time by predicting root causes of failures

  • Easily connect with your existing bug databases and repos (JIRA, GitHub)

  • Learns from user feedback

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MultiLLM

MultiLLM tells you which LLM gives the Best Answer, eliminating hallucinations

Harness multiple open source LLMs tuned with your data. MultiLLM routes each prompt to optimal LLMs for answers based historical learning, then use Reasoning Engine to find the best result for each prompt.

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Collaborate in real-time with friends and colleagues on code, research, or any topic, using multiple language models

Collaborative features include realtime screen sharing, annotation, selection highlighting, Note editor, and more, to save your best collaborative work.

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Videos

VerifAI Intelligent Verification Podcast

Our team

A team united by a shared vision

sandeep
Sandeep Srinivasan

Founder & CEO

...
Bill Huges

Technical Advisor

rohit
Mihir Kumar

Senior ML Engineer

yinzhu
Yinzhu Su

Machine Learning Engineer

Please contact

Please contact us directly through this form.

We will respond you at the earliest.

wrapkit
hello@verifai.ai

Palo Alto, California,
CA 94301