Applied Intelligence

Applied AI for Manufacturing

Turn manufacturing data into decisions

Applied Intelligence helps small and mid-scale manufacturers use the data they already collect to cut costs, reduce downtime, and make smarter calls.

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  • Built by NDSU researchers and operators
  • Tailored AI, not one-size-fits-all tools
  • From assessment to deployment in weeks

Line 4 uptime

+22%

Predictive maintenance window

What we do

We turn untapped operational data into a competitive advantage. Our team designs and deploys practical AI that fits your workflow, then trains your people to use it. You get measurable efficiency gains without hiring an in-house data science team.

Who we serve

  • Small to mid-scale manufacturers across the Upper Midwest
  • Plants with sensor, ERP, MES, or QC data but limited analytics capacity
  • Leaders seeking fast ROI with minimal disruption to operations

Solutions tailored to readiness

Choose the engagement that matches your data maturity and urgency. Every tier emphasizes measurable outcomes.

Needs Assessment

Data infrastructure review, top use cases, 90-day roadmap.

  • Timeline: 2–4 weeks

Application & Implementation

Custom end-to-end AI solution integrated with existing workflows.

  • Timeline: 6–12 weeks

Research & Advancement

Upskilling, expert workshops, and R&D support for lasting capability.

  • Timeline: Ongoing

Problems we solve

We target high-impact outcomes tied to production KPIs.

Predictive maintenance to reduce unplanned downtime Quality prediction to lower scrap and rework Inventory and scheduling optimization to shorten lead times Energy and throughput analytics to trim operating costs

How it works

A proven delivery model that balances speed with rigor.

  1. 1

    Discover

    We interview stakeholders, map systems, and quantify ROI opportunities.

  2. 2

    Design

    We frame the right problem, clean and connect data, then prototype the model.

  3. 3

    Deploy

    We integrate with your tools, add dashboards or alerts, and validate on live data.

  4. 4

    Enable

    We train your team and document everything so the gains stick.

Why Applied Intelligence

  • Right-sized for SMEs: Agile projects, clear scope, fast outcomes.
  • End-to-end: From problem definition to on-site deployment and training.
  • Deep expertise: Academic research strength plus shop-floor experience.
  • ROI focus: We target measurable wins, not vanity dashboards.

Meet the team

Applied Intelligence blends academic rigor with factory-floor pragmatism.

Portrait of Harun Pirim

Harun Pirim, PhD

Co-Founder · Advanced Methods

15+ years in AI and network science. Assistant Professor at NDSU leading complex optimization strategy.

Portrait of Yusuf Akbulut

Yusuf Akbulut

Co-Founder · Engineering Lead

Software engineering and delivery lead turning models into reliable products that fit real workflows.

Portrait of M Mishkatur Rahman

M Mishkatur Rahman

Co-Founder · Operations

Manufacturing and supply chain specialist. Operations Research instructor focused on practical AI for factories.

Portrait of Ayman Sajjad Akash

Ayman Sajjad Akash

Co-Founder · Customer Strategy

Customer discovery and solution scoping. PhD candidate in Data Science with sales and plant experience.

Results snapshot

We partner with manufacturers to deliver measurable outcomes.

18–30%

Downtime reduction using predictive maintenance signals on critical assets.

10–15%

Scrap reduction with quality risk scoring before line changeovers.

40%

Planner hours saved via scheduling optimization and alert automation.

FAQ

Answers to what we hear most from plant leaders.

Do we need a data science team?

No. We partner end-to-end and train your staff as part of every engagement.

Will it work with our systems?

Yes. We integrate with common PLC, historian, ERP, MES, and QC data sources.

How fast can we see ROI?

Many clients see measurable gains within one to two quarters.

How is data security handled?

Your data stays in your environment or a secured cloud account you control.

Do you do pilots?

Yes. We recommend a focused pilot tied to a single KPI before scaling plant-wide.

Ready to explore what your data can do?

Book a 30-minute discovery call or request the assessment checklist to see where AI can create immediate impact.

Book a 30-minute discovery call

For any inquiries please contact us at contact@appliedin.co.