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The sky's the limit

Scale your success, securely and strategically.

AI at scale needs more than one great model.

Success at scale needs flexible, reliable and resilient architecture where data and AI assets can power diverse use cases across departments, users, and decisions. We help organizations shift from siloed pilots to strategic, cross-company adoption. We extend the impact of your existing models and data pipelines into the very fabric of your organization.

Who this is for

  • You’ve already deployed successful AI tools but they’re stuck in silos.
  • Your AI capabilities aren’t reusable across teams or domains.
  • You need help extending tools, retraining users, or aligning multiple departments

Typical Challenges We Solve

  • “We built a great tool, but only one team can use it.”
  • “Every new use case starts from scratch.”
  • “We lack a centralized view of our AI/data assets.”
  • “We’re scaling, but governance and infrastructure are lagging behind.

Our AI at Scale Services

Services Cross Department Rollout

Cross-Department Rollout

We democratize successful AI solutions to support multiple use cases, teams, and contexts.

  • Identify scale potential of existing tools
  • Customize for new departments, geographies, or user groups
  • Align workflows, permissions, and access patterns
Services AI Asset Catalog Governance

AI Asset Catalog & Governance

We help you build reusable, documented data and AI assets that can be deployed again and again.

  • Central AI & data asset inventory
  • Metadata tagging, lineage tracking, and access controls
  • Standards and processes for expansion
  • Dynamic data quality and use case inventory dashboards for management
Services Process and Tool Generalization

Process & Tool Generalization

We turn project-specific solutions into modular, composable systems.

  • Generalized APIs, models, components
  • Configurable interfaces for multiple use cases
  • Enablement for internal reuse
Services Scaling Enablement

Scaling Enablement & Support

AI doesn’t scale itself and, in some cases, your team will need to be equipped to carry on. So we provide:

  • Strategy workshops to align teams
  • The architecture and code to keep progress in motion
  • The playbooks and engineering training to ensure success
  • Ongoing access to proprietary tools to ensure data quality monitoring and governance at scale

Spryfox Scaling Accelerators

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Reusable Blueprints

We use proven templates and infrastructure patterns that make re-deploying tools across departments 10× faster.

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Modular Design Thinking

From the start, we build tools to be extended, not replaced. You won't need to rebuild for every new use case.

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Systems Thinking

We don’t just scale tech, we scale workflows, permissions, people, and governance.

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Strategic Alignment

We work closely with data and strategy leaders to ensure AI scaling supports the company’s long-term roadmap, not just a short-term win.

Outcomes and Results

  • Widespread adoption across departments
  • Reusable AI components and data assets
  • Governance and documentation frameworks
  • Reduced time-to-impact for new use cases
  • Foundation for becoming a truly AI-native business
  • You retain full ownership of the code and can choose to have Spryfox hand over the project and train your internal data scientists.

 

Case Study Snapshot

Client: Fetch Inc. (Pet Insurance, USA)

Challenge: Successfully developed a powerful disease prediction model with huge potential. Needed to maximize its impact across customer retention, operations, and new digital products.

Our Work: We designed a unified API architecture that could serve multiple applications from a single model. After building the central API, we rolled out the predictive capabilities to power internal retention tools, customer-facing health reports, and claims automation workflows. The API now handles millions of predictions monthly and is continuously updated with new data.

Outcome: One predictive model now powers 3+ applications across the company. Customer health reports increased engagement and improved retention, while internal pricing optimizations and automated claims processing streamlined operations. The scalable API foundation enabled multiple AI initiatives within a few months, transforming Fetch into a truly AI-enabled business.

What others say about Spryfox

"We worked with Spryfox on a project to collect and automatically classify energy data. The team impressed us with their wealth of ideas, technical excellence and impressively fast prototyping. The resulting solution brings us one step closer to our corporate vision – we look forward to working with them again!"

Octopus Energy 2-1

Merlind Schatz

COO

"Spryfox's ability to understand and respond to our business needs while introducing innovative solutions is commendable. We highly recommend the company for its expertise in combining technology and traditional industries.

This collaboration has led to the development of innovative tools and Al-powered workflows that improve our efficiency and quality of service when advising clients in the real estate sector."

kucera

Dr. Stefan Kucera

Partner

"We have been working closely with Spryfox since 2022. As a healthcare company, it is important for us to work with partners we can really trust. As a start-up company, we also need to work with partners who are flexible and responsive. We have found that the Spryfox team meets and exceeds both requirements."

care connect

Dr. Fiona Kiernan

Chief Economist

"Oxite has worked closely with Spryfox over the past 2 years in order to develop its data analytics tools, Al-driven company research and our internal knowledge systems. The team has continually been creative and pragmatic in their approach and has helped us develop capability that allows us to stand out in our industry. We chose to work with Spryfox instead of a large consultancy as they were able to tailor their service offering and workflow to our specific needs and were extremely responsive during and after our projects. We look forward to continued our partnership with the Spryfox team and highly recommend working with them."

oxite

Andrew Ofori

CEO

"The Spryfox team has been an invaluable partner for Fetch Pet Insurance since 2020. They have helped us develop a unique application that allows pet owners to monitor their pet's health like never before.

Together, we successfully developed and launched the Fetch Health Forecast - an innovative, AI-powered online dashboard. This platform enables pet owners to predict the future health of their dog, plan the associated care costs and proactively ensure their pet's well-being."

fetch

Karen Leever

COO

"Our collaboration with Spryfox has been a key element in driving innovation at dacoso.

The team, led by Johannes and Max, has always demonstrated a deep understanding of our needs and ensured a seamless integration of cutting-edge Al solutions into our projects. Their responsiveness and flexibility have greatly supported our goals and built a trusting relationship. We are excited to see how this collaboration will evolve and lead to further success for both parties."

dacoso

Felix Pohl

CEO

"I had the pleasure of working closely with Max and the Spryfox team for over a year to develop a complex and automated platform. Throughout the project, the team was always available to provide support and adapt to our evolving needs. Their experience and flexibility were crucial in meeting our objectives, often delivering ahead of expectations. I would certainly recommend Spryfox for addressing your emerging Al challenges."

Ronak Joshi

Project Manager

As a provider of a leading software platform for wealth management, QPLIX holds its partnerships to the highest standards of quality, reliability, and innovation. Our collaboration with Spryfox on an AI experimentation pipeline was an important milestone in advancing our use of artificial intelligence. Throughout the project, Spryfox impressed us with their deep expertise, flexibility, and commitment. Working closely with our team, their developers quickly established a robust technical foundation that enabled us to explore new, data-driven capabilities and deliver tangible value to our clients.

We particularly appreciated Spryfox’s dependable communication and dedication, especially under ambitious timelines and challenging project goals. Their solution-oriented and collaborative approach was key to the project’s success.

We highly recommend Spryfox as an experienced and capable partner for demanding AI initiatives."

Qplix

Jörg Heinichen

Director Platform Development

"Spryfox has been an outstanding development partner on our predictive analytics initiative. They delivered Vector, our new predictive analytics tool, with exceptional quality while staying fully on schedule and within budget. Beyond the technical excellence, they were incredibly easy to work with — transparent, communicative, and proactive at every stage. I would highly recommend Spryfox to any organization pursuing advanced data science, machine learning, or AI solutions."

Averhealth

Vikram Menon

CTO

We started working with Spryfox in 2022, and over the past four years they have delivered tremendous value to our company. Led by Christian, the team built and refined sophisticated bidding models that had a direct and measurable impact on our business, driving meaningful revenue growth while significantly improving our profit margins.

What sets Spryfox apart is their thoughtful, analytical approach. They took the time to deeply understand our systems, including years of accumulated data and complexity, and consistently challenged assumptions while remaining open to new and better ways of doing things. Their ability to learn quickly, adapt, and deliver practical improvements has been truly impressive.

Beyond the results, they are extremely professional, dedicated, and genuinely pleasant to work with. We trust them completely to take ownership, follow through, and get the job done right.

networx

Shoshana Jacobs

Director of Engineering

“We have been working with Spryfox since 2024. What convinced us from the outset was the rare combination of genuine technical depth and strategic understanding.

Spryfox operates confidently on both levels: the team knows how to build AI solutions that really work and, at the same time, understands what these solutions mean strategically for companies. This ability to bridge the gap between technology and business is rare in practice and extremely valuable to us.

Our collaboration is characterized by reliability, clarity, and a genuine interest in our goals. We look forward to many more years of working together."

CO Improve-1

Andreas Grohmann

Geschäftsführer, CO Improve

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Let’s scale what works.
Whether you’re rolling out AI to new teams or setting the foundation for AI-native business, we can help you do it faster, and with fewer surprises.