Find your real Margin Leaks. In one conversation.
A virtual operations consultant trained on Lean, TOC, Six Sigma, and manufacturing finance. Diagnose your plant in 15 minutes — type or speak — and walk away with a prioritized 90-day plan tied to dollars.
"We surfaced a $480K/year changeover loss in the first session."— Ops Director, Tier-1 auto supplier

Built for plant leaders who think in dollars
Not another generic chatbot. Every feature is engineered to translate floor reality into financial impact.
Adaptive Conversation
Four modes — Constraint Check, Deep Dive, Progress Review, KPI Deep Dive — branch on your answers like a seasoned consultant.
Speak or Type
Built-in voice input lets supervisors run a diagnostic on the floor without typing a word.
Dollarized Roadmap
Every recommendation comes with an estimated $ impact and a Stabilize → Implement → Sustain timeline.
From first question to 90-day plan in 15 minutes
Specialist diagnostics for every margin challenge — built on one connected conversation, not bolted together.
Pick your mode
Choose Constraint Check, Deep Dive, Progress Review, or KPI Deep Dive based on what you need today.
Answer the questions
The AI asks targeted questions that adapt to your answers — by typing or by voice. No setup required.
Get your roadmap
Receive a dollarized, prioritized 90-day action plan you can print, email, or save to your dashboard.
Backed by real plant outcomes
Trusted by operations leaders
"Found a $480K changeover loss the team had been arguing about for 18 months. The AI cut through it in 12 minutes."
"I run it before every monthly ops review. It keeps me honest about which constraint actually moves margin."
"The KPI Deep Dive paid for itself the first week. Our OEE finally has a real root-cause story."
Start free. Scale when you're ready.
The diagnostic is always free. Upgrade for continuous coaching or multi-plant rollout.
ConstraintIQ™ Diagnostic
The full diagnostic, maturity score, profit leakage estimate, and 90-day action plan.
- 30+ question health check
- Manufacturing Maturity Index™
- Primary + secondary constraint analysis
- Profit Leakage Calculator™
- 90-Day Action Plan (Stabilize → Align → Optimize)
- Executive summary report
ConstraintIQ Coach™
Your daily AI operations advisor. Continuous coaching on the constraint that's costing you the most.
- Everything in the free Diagnostic
- Weekly re-scoring of your plant
- AI Coach on-demand for ops decisions
- Constraint shift alerts
- Monthly executive briefing
- Email + chat support
ConstraintIQ Enterprise™
Multi-plant rollout with benchmarking, leadership training, and a MarginWorks strategist on-call.
- Everything in Coach
- Multi-plant comparison + benchmarking
- ConstraintIQ Academy™ training seats
- Quarterly on-site strategy reviews
- Dedicated MarginWorks strategist
- SSO + custom integrations
