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Ship production AI into regulated industries.

SpiceFactory is an AI deployment studio. We embed senior pods into healthcare, mobility, IoT, and logistics teams to ship the system, meet the regulatory bar, and transfer capability before we leave. Fixed price. Outcomes named in the contract.

↓ See Our Portfolio

Automotive

  • Connected Car Platforms
  • Fleet Management Systems
  • Infotainment UX
  • OBD Data Analytics

High-performance vehicles need software that's reliable, safe, and connected. We engineer systems that drivers, passengers, and fleet operators can trust.

Healthcare

  • Surgery Center Operations
  • Patient Journey & Engagement
  • Smart Implant Technology
  • HIPAA-Compliant IoT Platforms
  • Remote Patient Monitoring

Technology in healthcare needs to be secure, reliable, and built for real-world care. We create systems that improve patient outcomes while making operations smoother and safer.

Logistics

  • Supply Chain Optimization & Visibility
  • Warehouse Automation & Management Systems
  • Real-Time Asset Tracking & Monitoring
  • Last-Mile Delivery Optimization

Complex supply chains need software that keeps operations visible, efficient, and reliable. We build solutions that help teams stay in control and move faster.

IoT

  • Embedded Systems & Edge Computing
  • IoT Connectivity & Communication Protocols
  • Cloud IoT Platforms & Data Ingestion

Connected devices are only useful if the software behind them works flawlessly. We design IoT solutions that make complex systems reliable, secure, and easy to act on.

Studio Model

Three SKUs. Fixed price. Outcomes named in the contract.

A 5-day Deployment Bootcamp ships a working agent on your real data. A Deployment Pod ships one regulated-AI milestone every six weeks. An Outcome Contract names the binary state-change — FDA clearance, agent in production, evidence pack delivered — and gates final payment on it.

Our Studio Model

Our Process

The Way We Bring Products to Life

  1. Strategic Discovery

    We take time to understand your product, your constraints, and what's at risk. This gives us a clear path forward and ensures we build the right thing from day one.

  2. Iterative Development

    We move in steady, focused sprints to deliver working software early. Our teams stay aligned; progress is visible, and we can adapt quickly based on real feedback.

  3. Precision Engineering

    We build with care and attention, including clean architecture, good testing. Our code is meant to last—and to be maintained.

  4. Launch & Optimization

    We help you ship the product to production with careful deployment. Post-launch, we stay to optimize performance and improve the experience.

Blog

Our Latest Insights

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The Model is Not the Deliverable: The Other 85%

Demos have gotten very good at hiding what isn't ready. A model that answers questions, flags anomalies, and classifies images with boardroom-grade confidence can look like a finished product right up until someone asks what happens when it touches a real clinical workflow, a real fleet, a real supply chain decision. A

Marijana Vukovic · May 8, 2026 · 7 min read

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AI

Why Most AI Business Cases Are Built Backwards

A pattern is emerging across healthcare, automotive, and IoT companies. It often starts with a straightforward question from leadership: what is our AI strategy, and what kind of returns should we expect?

Marijana Vukovic · Apr 23, 2026 · 6 min read

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The Thinking Behind the New SpiceFactory

Beyond the new look and feel lies a commitment to technical rigor. Discover how SpiceFactory is evolving its "Studio Model" to deliver proprietary intelligence systems and clean, architectural discipline for healthcare, automotive, and IoT partners.

Marijana Vukovic · Mar 31, 2026 · 3 min read

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Contact

Have a regulatory or safety constraint slowing you down?

We deploy AI into industries where failure isn't optional. If you can name the state-change you're trying to buy, we can scope a Bootcamp, a Pod, or an Outcome Contract against it.

Book a Deployment Bootcamp