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Get your data AI-Ready

AI demands a trustworthy, accessible, and connected data foundation.

Even the simplest AI initiative relies on fundamental basics: clean, connected, high-quality data.

For many teams, data sources are fragmented, incomplete, or trapped in silos. Whether you're just beginning your data journey or unblocking old infrastructure challenges, we provide the audits, integration support, and quality frameworks to help you move forward with confidence.

Who this is for:

  • You're collecting data, but not really using it.
  • You're unsure if your data is ready for analytics or AI.
  • Your team is spending more time fixing data than learning from it.
  • You've been stuck in “data cleanup mode” for too long.
  • You’re missing key data sets that could unlock new value.

Typical challenges we solve

  • “I don’t know how good our data actually is.”
  • “We have critical gaps, some systems don’t even talk to each other.”
  • “We’ve got dashboards, but I don’t trust what they’re showing.”
  • “We want to explore AI, but don’t know if we’re ready.”
  • “If only there was a way to hook our data into what’s happening external to us in real time, that would be a game changer”.

Our Data Foundations Services

Services Data Quality Audit

Data Quality Audit

Using Spryfox custom developed tools, we assess completeness, accuracy, consistency, uniqueness, timeliness, and validity, typically across one department or data domain. You receive a comprehensive report including:

  • Current quality score & AI readiness level
  • Gaps and risks
  • Practical remediation roadmap
Services Infra Audit

Infrastructure Audit

How accessible and usable is your data for AI? We review your pipelines, storage, systems landscape and interfaces to determine what needs fixing or building. Deliverables include:

  • Infrastructure readiness score
  • Accessibility and usability gaps
  • Suggested architecture improvements
Services Missing Data Analysis

Missing Data Analysis

Are you capturing everything you need? We help you identify:

  • What data sources are missing
  • Whether external data can fill the gap
  • Options for sourcing or crawling missing data
Services Data Integration

Data Integration

We make your data accessible and usable:

  • Build pipelines or connect interfaces
  • Set up anonymization and privacy safeguards
  • Create data lakes or federated access points
Services Quality Frameworks

Quality Frameworks

Ongoing data quality matters. We help you implement automated monitoring for:

  • Schema violations
  • Anomalies & Trend shifts
  • Rule-based alerts (continuous audit support)

Outcomes and Results

  • Improved data quality metrics
  • Data made accessible across systems
  • Trusted dashboards built on reliable foundations
  • Ready for PoCs, pilots, and predictive analytics
  • Confidence to move toward AI, backed by facts
  • You retain full ownership of the code and we can hand over the project and train your internal data scientists.

Case Study Snapshot

Client: Care-Connect (Ireland).

Challenge: How to efficiently scale healthcare document processing while maintaining the safety and accuracy required for clinical decision-making?

Our Work: Data Quality Audit > Framework for continuous quality assurance in Healthcare NLP.

Outcome: A robust framework that extracts clinical information from unstructured medical documents reaching high accuracy. It ensured that data was ready for clinical research and synthetic control studies.

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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Unlock the power of your data with Spryfox

Not sure where to start? Let’s talk.
We offer a fast, friendly assessment to help you understand your current data state and what’s possible next.