Engineering data is everywhere. Too much engineering work is still manual.
CAD models, drawings, machine data and technical documents contain valuable information. AionFab helps engineering and manufacturing teams turn that information into faster, more consistent and reviewable decisions.
Engineering information in. Reviewable decisions out.
The problem
Engineers repeatedly inspect models, drawings and past jobs before understanding manufacturing effort and preparing an estimate.
Signals and production records exist, but turning them into timely operational decisions remains difficult.
Technical knowledge remains fragmented across documents, systems and individual experience.
Engineers repeatedly interpret submissions, locate requirements and record the same types of technical checks.
Capabilities
Four areas of engineering work where structured information reduces manual effort and produces results a technical team can check.
01 — Quote & Plan Work Faster
Today: Complex parts still take too much engineering effort to understand and quote.
With AionFab: Turn CAD models, drawings and historical work into manufacturing insight before production begins.
02 — Understand & Improve Production
Today: Machines generate data continuously, but problems can still be difficult to detect and explain.
With AionFab: Turn machine and process data into earlier, more useful manufacturing decisions.
03 — Find & Reuse Engineering Knowledge
Today: The answer often exists somewhere. Finding and verifying it is the problem.
With AionFab: Make trusted engineering knowledge easier to find, verify and reuse.
04 — Review & Verify Technical Work
Today: Technical reviews are repetitive, but final decisions still require professional judgment.
With AionFab: Structure technical review work while preserving evidence and professional accountability.
In practice
AionFab combines engineering analysis, structured information and human review to support different technical workflows.
Geometry and quotation
Manufacturing intelligence
Engineering knowledge
These workflows are supported by reusable AionFab capabilities in geometry and manufacturability analysis, drawing and specification intelligence, machine and process intelligence, engineering knowledge and evidence, and technical review and requirement checking.
Why AionFab
AionFab begins with the engineering workflow and the decision being made. We use the appropriate combination of engineering methods, data analysis and AI where they add practical value.
We begin with the engineering workflow and decision, not with a particular AI technology.
We focus on reducing repetitive work, improving consistency and making technical information more useful.
Important outputs remain connected to their source information, processing assumptions and supporting evidence.
Final accountable decisions remain with designated engineers, estimators and technical reviewers.
Solutions can be designed for cloud, private-network, hybrid or on-premises environments.
AionFab capabilities are designed to work with existing engineering and business systems.
Discover → Prototype → Validate → Integrate
We do not begin with a large software rollout. We begin with one engineering workflow worth improving.
Understand the current process, users, information and decision criteria.
Build a focused solution using representative engineering data.
Review results with the engineers and specialists who perform the work.
Connect the validated capability into the existing workflow and systems.
Founding team
AionFab was founded by engineers with hands-on experience in manufacturing, machining, industrial data and engineering software. We combine manufacturing-domain knowledge with practical AI and software engineering to improve workflows involving geometry, production data, technical knowledge and engineering review.
Dr. Srihari Kurukuri — Co-Founder
Dr. Mohammed Tauhiduzzaman — Co-Founder
Advanced Manufacturing & Precision Machining
Manufacturing processes, machining, tooling and production-engineering workflows.
Manufacturing Analytics & Decision Support
Machine data, process monitoring, condition intelligence and engineering decision support.
CAD, Geometry & Drawing Intelligence
3D model analysis, manufacturing geometry, drawings and technical requirements.
Engineering Knowledge & Workflow Software
Technical knowledge, evidence-linked engineering information and software built around real engineering processes.
Tell us about the files, data, people and decisions involved. We will help assess whether structured engineering intelligence could reduce repetitive work, improve consistency or provide clearer evidence. Ontario, Canada-based, working with teams anywhere.
