Home

Bespoke AI to Accelerate Engineering
Purpose-built for regulated industries developing
complex, long-lifecycle products.
Automotive
Bespoke AI to Accelerate Engineering
Purpose-built for regulated industries developing
complex, long-lifecycle products.
Aerospace and Defense
Bespoke AI to Accelerate Engineering
Purpose-built for regulated industries developing
complex, long-lifecycle products.
Medical Devices

Solutions to Accelerate the Entire Engineering Lifecycle

At Enginius.ai, we build tailored AI tools powered by Domain Adaptive Intelligence. Our AI is designed to understand the specific needs of complex and regulated engineering domains. Our solutions help organizations unlock innovation and increase productivity while maintaining high standards of quality and compliance.

From early design to deployment and sustainment, our AI assistants support engineering teams across the entire product lifecycle. They make it easier to work faster, reduce manual effort, and innovate with confidence.

NovaAI - Knowledge Assistant

AI search and analytics that cuts information access effort by 90%

Every engineering project begins with knowledge. Yet most organizations are buried under technical reports, design documents, regulations, and standards. Finding the right detail often takes hours. NovaAI changes that. It transforms unstructured documents into structured, authoritative knowledge that can be searched, analyzed, and summarized in seconds.

NovaAI helps you to :

Find precisely what you need, without knowing the exact terminology

Navigate directly to the right paragraph and maintain full traceability

Easily explore large knowledgebases and uncover new insights

Unlock the full value of your engineering knowledge with NovaAI.

ScribeAI – Document Assistant

Reduces documentation effort by 70% and frees up teams to focus on innovation

Complex engineering in regulated industries demands compliant documentation. Yet documentation is slow, repetitive, and hard to keep aligned with evolving regulations. ScribeAI changes that. It automatically drafts complex documents in minutes and ensures compliance with internal policies, industry standards, and regulations.

ScribeAI helps you to :

Save time by exporting consistently formatted documents to Word and PDF.

Build trust by maintaining full traceability to source documents & regulations.

Enhance quality by automatically propagating changes across all documents.

Deliver compliant documentation faster with ScribeAI.

VeraAI – Review Assistant

Enhances review efficacy and reduces cycle times by 80%

Reviews are critical to getting products into the hands of customers. Yet they are often constrained by time, cost, and the limited availability of expert engineers. VeraAI changes that. Powered by Domain Adaptive Intelligence, it performs initial reviews automatically and delivers actionable, constructive feedback to improve documents before expert review.

VeraAI enables you to:

Auto evaluate documents for content, consistency, and compliance.

Increase impact by focusing experts on most critical issues.

Reduce preparation time and make documents review-ready faster.

Accelerate reviews and free experts to deliver higher-value insights with VeraAI.

SimulaAI – Modeling & Simulation Assistant

Builds structured models from unstructured data to reduce costs by up to 50%

Accelerate system design with traceable, standards-aligned models. SimulaAI integrates with your eModeling and simulation accelerate design and drive innovation by moving experimentation from physical to the digital. Yet building and maintaining models is slow, complex, and costly.
SimulaAI changes that. Simula extracts comprehensive design elements from unstructured documents and identifies interdependencies across them.ngineering ecosystem to automate modeling, simulation, and validation.

SimulaAI enables you to:

Export styled models to MBSE/DE tools such as Cameo.

Generate SysML models with comprehensive interdependencies.

Build trust by providing full traceability to source documents.

Reduce cost and accelerate innovation with SimulaAI

Domain Adaptive Intelligence – Containerized and Enterprise Ready

Large language models (LLMs) are powerful. They generate fluent, natural language. They analyze large scale text and extract insights to support decisions. They also streamline tasks and improve user interactions.

At Enginius.ai, we build on these strengths with STARS, our approach to adapting LLMs for regulated, complex engineering:

· Security: Protect proprietary information at all times
· Trust: Ensure full traceability of knowledge
· Accuracy: Automatically discover and model technical terms
· Reliability: Deliver high repeatability with minimal biases
· Scalability: Small footprint and easy deployment across teams

STARS ensures our AI solutions are safe, reliable, and effective for engineering organizations.

All tools deployed safely behind your company firewall

Engineering data is sensitive and must remain secure. All Enginius.ai tools operate entirely behind the company firewall. No internet access is required, and no data ever leaves your secure environment.
Our tools are designed to meet the strictest DoD cybersecurity requirements, ensuring compliance and peace of mind.

Benefits of Enginius.ai Security:

Full data control: Keep all sensitive information within your environment

Regulatory compliance: Meets the highest DoD cybersecurity standards

Risk reduction: Minimizes exposure to external threats and data leaks

Maintain full control and protect your proprietary knowledge with Enginius.ai Security

Full traceability, attributability, and explainability for true compliance

Trust in generated results is critical for regulated products. LLMs can hallucinate and are often hard to trust in specialized domains.
Enginius.ai addresses this with advanced RAG (Retrieval-Augmented Generation). Our world-record retriever finds the right sources from your knowledgebase. Our Domain Adaptive Intelligence ensures
high-quality, reliable outputs.

Benefits of Enginius.ai Trust:

Traceable results: Every output is linked to verified sources.

Attributable knowledge: Understand exactly where insights come from.

Explainable AI: Generate outputs you can confidently validate and act on .

Build confidence in every task with Enginius.ai Trust.

High accuracy for complex engineering acceleration

Specialized terminology and domain-specific context make engineering automation challenging for standard AI.
Enginius.ai solves this with proprietary tools that build a domain dictionary. A comprehensive AI/ML pipeline, including pretraining, unsupervised and supervised fine-tuning, and reinforcement learning, further enhances accuracy.

Benefits of Enginius.ai Accuracy:

Precise outputs: Correctly interpret specialized terminology and context.

Improved decision-making: Reduce errors and misinterpretations in engineering data.

Consistent performance: Deliver reliable results across projects and datasets .

Ensure dependable results with Enginius.ai Accuracy.

High reliability for regulated engineering applications

Applying AI to engineering in regulated industries requires reliability and repeatability. Traditional LLMsstruggle with variability and biases.
Enginius.ai addresses this with a ground-up focus on reliability. A built-in reasoner decomposes complex tasks into meaningful subtasks. Advanced algorithms minimize LLM biases and improve repeatability.

Benefits of Enginius.ai Reliability:

Consistent outcomes: Deliver predictable results across tasks and projects.

Reduced variability: Minimize errors caused by AI fluctuations .

Enhanced confidence: Trust that results can be reliably reproduced .

Achieve dependable and repeatable results with Enginius.ai Reliability.

Small footprint, easy deployment for sensitive environments

Traditional LLMs are very large and require a sprawling cloud footprint. This makes deployment difficult in secure engineering environments.
Enginius.ai uses small, specialized language models that can run on a single server. The small footprint improves fine-tuning efficiency and supports domain specialization.

Benefits of Enginius.ai Scalability:

Easy deployment: Run AI tools in secure, on-premise environments

Efficient fine-tuning: Adapt models quickly to specialized domains

Flexible integration: Scale across teams without heavy infrastructure.

Deploy powerful AI efficiently with Enginius.ai Scalability

About Us

Most AI platforms are thin wrappers around popular LLMs. We go further. Our mission: to deliver AI that adapts to your domain, respects compliance frameworks, and operates with full transparency. With Domain Adaptive Intelligence™, we’ve built an AI ecosystem that works the way engineers and regulators do — structured, secure, and verifiable.

Meet Our Leadership Team

We are technologists, engineers, and compliance specialists who’ve lived the very bottlenecks
Enginius.AI was built to solve. With decades of experience across aerospace, defense, medical devices,
and automotive, our team understands what’s at stake when precision, compliance, and trust are non
negotiable.
That’s why every solution we deliver reflects a core principle: in mission-critical industries, AI must earn trust before it earns adoption.

Our Team

Vikas Datt

CEO

Sandeep Mehta, PhD

CTO

Dave Okazaki

CFO

Doug Reinart

Chief Product Officer

Kyle DePierre

VP, DoD Implementation

Deepak Mehta

VP, Delivery

Renowned Board of Advisors

Todd Abraham

C Suite Executive

Lane Bess

CEO, Deep Instinct

Enginius Insights

Explore insights from the forefront of enterprise AI:

  • ● From Pilot to Profit: Closing the Enterprise AI Divide
  • ● Why Retrieval-Augmented Generation Is Reshaping Enterprise Workflows
  • ● Domain Adaptive Intelligence™: The Future of Regulated AI

Each post offers actionable perspectives for decision-makers navigating the AI adoption journey.

See how Domain Adaptive Intelligence™ transforms engineering bottlenecks into accelerators.

Book a demo today and discover AI that is secure, compliant, and engineered for the world’s most demanding industries.