Built for advanced manufacturing engineering teams

🏆2026 Kelley School of Business EVC Pitch Competition Winners · Validated by 24 senior engineers at a Fortune 500 manufacturer

The DFM copilot for design & manufacturing teams.

Kunstruct AI connects to your PDM system and CAD environment to surface manufacturability issues, cost impacts, and supplier intelligence in real time — before drawings are ever released.

FIRST PILOTS 2027 · NO SPAM

DFM ANALYSISECO HISTORYSUPPLIER INTELLIGENCECOST MODELINGPDM INTEGRATIONLESSONS LEARNEDDRAWING REVIEWTOLERANCE OPTIMIZATIONITAR COMPLIANTMATERIAL SELECTION

Try It Now

This isn't ChatGPT.
It knows your history.

Start from scratch — describe the part you're designing. Kunstruct surfaces relevant past programs, baseline geometry, and DFM risks from your actual PDM before a single drawing is released.

PDM Connected

ECO History Indexed

Supplier Database Linked

14 Programs Analyzed

Kunstruct AI — Connected to Windchill PDM · Aerospace Division

PDM LIVE

Kunstruct AI

Hi — I'm Kunstruct AI. I'm connected to your PDM system and have indexed your company's full design history, supplier feedback, and engineering change orders. Ask me anything — I'll answer using your actual past programs, not generic internet data.

Describe a part you're designing — material, pressure rating, critical features...

Ask →

Demo uses realistic synthetic data. In production, Kunstruct AI indexes your actual PDM, ECO history, and supplier database.

The Problem

Great engineers.
Broken process.

The design-to-manufacturing loop hasn't structurally changed in decades. The cost shows up as schedule slips, supplier rejections, and lessons learned the hard way — twice.

01

The Knowledge Silo Tax

Every senior engineer who retires takes twenty years of lessons learned with them. The ECO history sits in your PDM — but nobody can search it, so the same mistakes ship twice.

02

The Drawing Review Tax

Manual drawing checks catch what one reviewer happens to know, on the day they happen to have time. Missing thread callouts and over-tight tolerances sail through to the supplier.

03

The Redesign Loop

79% of engineers we interviewed had released drawings come back from suppliers as unmakeable or overpriced. Every loop costs weeks of schedule and five figures of rework.

Defense-Grade Security

Your CAD data never
leaves your firewall.

Built for aerospace and defense from the first line of code — not retrofitted for it.

🔒

Zero Data Retention

Your geometry, drawings, and PDM data are never used for model training and never persist outside your environment.

🏰

Isolated Deployment

Single-tenant architecture. On-premises or GovCloud deployment options keep ITAR-controlled data inside your boundary.

📋

Compliance-First Design

Built from day one around NIST SP 800-171 controls and the realities of defense-contractor IT review.

ITAR-Aware

NIST SP 800-171

AWS GovCloud Ready

On-Premises Available

Zero Trust Model

The Product

Intelligence at every stage
of the design process.

PHASE 1⬡

Foundational Investigation

Kunstruct indexes your PDM — every ECO, every lessons-learned entry, every supplier corrective action — and runs DFM analysis on new designs against your company's actual history.

14 prior programs indexed

PHASE 2◈

Generative Co-Pilot

Suggested fixes, not just flags. Re-angle the port, relax the tolerance, swap the callout — with the cost impact of each change quantified before you commit.

$47–65/unit recoverable

PHASE 3◎

Autonomous Validation

Full drawing-release validation: every note, datum, and thread spec checked against your standards and your suppliers' real capabilities before the drawing ever ships.

Zero-surprise releases

ANYTIME◇

Engineering Q&A

Ask anything across your entire design history. "Has this port geometry failed before?" gets answered in seconds with the ECO numbers to prove it.

Answers in seconds

Validated With Real Engineers

We didn't guess at the problem.
We measured it.

Engineers Interviewed

Across fortune 500 engineering companies

0.0/10

Average Problem Severity

How useful an AI co-pilot would be throughout the design & manufacturing process

Hit Redesign Loops

Released drawings that came back from suppliers

Pilot Program — Limited Seats

Put Kunstruct AI
on your parts.

We're selecting a small group of design and manufacturing teams for a 3–6 month pilot, working directly with the founders.

Which PDM does your team run? *

Full name *

Work email *

Company name *

Job title / role *

Engineering team size *

Biggest DFM or redesign challenge *

We'll respond within 48 hours

NDA-first conversationsNo CAD leaves your network3–6 month engagementFounders on every call

The Team

Built by people who've
lived the problem.

🏆Winners — Kelley Direct EVC Pitch Competition 2026

Josh Heckman

Co-Founder

Mechanical engineer with Tier 1 aerospace & defense experience — built the muscle for the design-to-manufacturing loop from the inside. MBA, Kelley School of Business.

Hussain Aun Ali

Co-Founder

Operations and strategy across industrial manufacturing — scaled process improvement at the enterprise level. MBA, Kelley School of Business.

Hiring: Technical Co-Founder & CTO

AI/ML architecture · secure enterprise infrastructure · equal or near-equal founding equity

Early Access

Get early access.

First pilots starting Q1 2027. Join the waitlist and we'll reach out when early access opens.

Kunstruct AI

Great engineers.Broken process.

Your CAD data neverleaves your firewall.

We didn't guess at the problem.We measured it.

Put Kunstruct AIon your parts.

Built by people who'velived the problem.

Great engineers.
Broken process.

Your CAD data never
leaves your firewall.

We didn't guess at the problem.
We measured it.

Put Kunstruct AI
on your parts.

Built by people who've
lived the problem.