SPTechlabs is a technology innovation company building software, AI systems, and SaaS products that push the boundaries of what's possible — from healthcare AI to enterprise platforms.
// Our Philosophy
Three words that define how we think about technology — and how we approach every project we take on.
We are researchers and builders. Our workflow blends design thinking with rigorous software engineering — every line of code is intentional and production-ready from day one.
Health diagnostics, enterprise compliance, sustainability intelligence, education technology — we build where the problem is real. Our products span industries because meaningful technology rarely stays in one lane.
From healthcare diagnostics to enterprise software, we build technology that solves real problems — validated in competition, incubated in Finland, shipped globally.
// By the Numbers
// What We Build
// Our Products
Health, enterprise, sustainability, and education — not just one vertical.
AI eye health platform — DR screening (96% accuracy, 400+ screenings) plus Eye Wellness. Vision Transformer + Explainable AI.
LIVE · SPTechlabs →
Encrypted, anonymous workplace reporting — AI-assisted triage and HR resolution. Speak up. Stay safe.
LIVE · Enterprise →
Next-generation ESG intelligence and sustainability reporting for enterprises. Details to be announced.
COMING SOON →
AI-powered IELTS prep — adaptive practice, personalised feedback, performance analytics. Mobile-first.
IN DEVELOPMENT →
// For Founders, Operators & Enterprises
We've built our own products from zero — and we love helping ambitious teams skip the painful parts. MVP, AI feature, or a full engineering pod — we move fast and build right.
// Who We Are
SPTechlabs is a technology innovation company. We are engineers, entrepreneurs and domain experts who bring a strong academic background to the products and solutions we build. Operating under the philosophy of Imagine, Build, Evolve, we create software, AI systems, and SaaS products that create genuine real-world impact.
Our flagship product, iHealth, is a clinical-grade AI retinal screening platform built by SPTechlabs. Beyond health, we build enterprise SaaS, compliance tools, and custom AI systems for clients across Europe.
Our team bridges academic rigour and commercial execution — we ship peer-quality work, not prototypes.
Every health product we build is co-designed with clinical guidance, privacy-first, and regulation-aware.
We are transparent about scope, risk, and timelines. We'd rather say no early than fail late.
// INCUBATED AT
Oyster Incubator — Oulu
Graduated from Oyster Pre-Incubator. Now active in Finland's premier deep-tech accelerator.
// The Team
SPTechlabs was co-founded by Sam and Prabhash — both researchers and engineers from the University of Oulu, with the shared conviction that ambitious technology shouldn't wait. Prabhash brings rare range: a computer science research foundation, hands-on system design and software development, and the commercial instinct to take what's built to market. Kasper joined as a core collaborator bringing sales expertise and Finnish market depth.

Co-Founder · Lead AI Engineer
PhD Candidate, University of Oulu. Sam leads technical strategy and product engineering at SPTechlabs — building AI systems, full-stack platforms, and clinical-grade applications from concept to production. The architect behind iHealth's Vision Transformer pipeline.

Co-Founder · Solution Architect & Business Development
Doctoral Researcher in Computer Science, University of Oulu. Prabhash works across the full stack — from designing systems and writing software to driving the business development and partnerships that bring those systems to market. He understands what's being built and why it matters commercially.

Business & Growth
Sales leader, economy expert, and Finnish market strategist. Kasper brings deep commercial expertise and financial acumen — strengthening SPTechlabs' market strategy and enterprise sales execution across Finland and beyond.
// Our Story
A team that started with a bold idea in Oulu — and kept showing up.
// THE TEAM
Prabhash · Kasper · Sam
// SLUSH HELSINKI 2025
At Slush Helsinki, 2025
// OYSTER INCUBATOR
Pitching iHealth at the incubator
// GRADUATION DAY
Oyster Pre-Incubator — Certified
// POLAR BEAR PITCHING 2026 · PITCHED FROM A FROZEN LAKE
THE BEGINNING
Sam and Prabhash — both researcher-engineers from the University of Oulu — co-founded SPTechlabs with a clear goal: build technology that actually matters. Between them they cover the full picture, from architecture and code to strategy and growth.
FIRST PRODUCT
SPTechlabs shipped its first product: iHealth, an AI-powered retinal screening platform using Vision Transformers and explainable AI. Kasper Sirkka joined to lead sales and the Finnish market.
INCUBATED
Graduated from Oyster Pre-Incubator with a validated model and working product. Now active in the Oyster Incubator — Finland's premier deep-tech accelerator, with access to top mentors, investors, and Finland's startup ecosystem.
VALIDATED IN THE ARENA
1st place at Slush Oulu (€1,000), a stage at Polar Bear Pitching on a frozen lake, and 1st place at Arktinen Hehku in Lapland (€500 + Arctic15) — judged by Peter Vesterbacka, co-creator of Angry Birds.
WHAT'S NEXT
With iHealth live and growing, SPTechlabs is now bringing three new products to market — Custodia Whistleblower for enterprise compliance, the ESG Data Platform for sustainability reporting, and the IELTS Learning App for adaptive exam preparation. The best is ahead.
// What We Build For You
From MVP to mission-critical — every layer of the stack, shipped with precision. We work with startups, scale-ups, and enterprises across Europe.
From MVP to scale: APIs, dashboards, and multi-tenant SaaS. Secure architectures, CI/CD, and observability baked in from day one. We've shipped production systems that handle real clinical workloads.
Vision Transformers, classical ML, NLP, and MLOps. We ship models with monitoring, guardrails, and human-in-the-loop review built in. Not demos — deployed, monitored production AI.
Flutter and web apps with modern UX, offline-first sync, and real-time features. Built for Android, iOS, and the web — one codebase, all platforms.
Regulated-ready workflows, encrypted storage, audit logs, and clinical reporting. We built and operate iHealth ourselves — so we know exactly what healthcare-grade means in practice.
On-device encryption, no cloud upload by default, role-based access, and audit logs. Federated learning for multi-site AI models. Built for environments where data residency is non-negotiable.
Continuous model monitoring, automated retraining pipelines, drift detection, and performance dashboards. We treat models like production software — with versioning, rollbacks, and SLAs.
// How We Work
Fixed-scope, fixed-time. Ideal for startups who need a working product in 6–12 weeks. We define together, then we ship.
Embedded team of 2–4 engineers working alongside your team. Full-stack, AI, or both — as long as you need.
From prototype model to production pipeline. We scope the problem, run the research, and deploy the system — with explainability built in.
// What We've Built
SPTechlabs builds across health, enterprise, sustainability, and education. Two products live and growing — two more launching soon.
iHealth is a platform for AI-powered eye health — combining diabetic retinopathy screening with an Eye Wellness Platform. 100 million people are at risk of preventable blindness. We're changing that with a smartphone and world-class AI.
// PLATFORM FEATURES
Vision Transformer AI for DR severity classification. Grad-CAM + LIME explainability. Clinician PDF reports with actionable recommendations.
Smart monitoring, reminders, and eye health insights between screenings. Track Eye Health Score, screen time, and strain levels.
Works with any smartphone — no expensive equipment needed. Take a picture of the eye and receive instant results.
Reports sent directly to registered clinicians. Structured clinical workflow with follow-up scheduling and referral guidance.
On-device encryption, no cloud upload by default, role-based access, and full audit logs.
Every decision is traceable. Grad-CAM heatmaps and LIME attribution give clinicians full visibility into the AI's reasoning.
A secure, fully anonymous platform for reporting workplace concerns. Encrypted, AI-assisted, and built to help HR resolve cases quickly and safely. Every voice matters — every report is protected.
// PLATFORM FEATURES
Every report is fully encrypted in transit and at rest. Zero-knowledge architecture — only authorised parties can view cases.
Reporters never have to identify themselves. Even administrators cannot trace a report back to the sender.
AI categorises, prioritises, and routes reports to the right HR personnel — reducing response time and improving outcomes.
Structured case management for HR teams to track, respond, and resolve issues in a compliant, auditable way.
Automated workflows significantly reduce case handling time, ensuring no report falls through the cracks.
Reporters rate their experience after resolution — giving organisations continuous feedback on culture and safety.
A next-generation ESG (Environmental, Social & Governance) data intelligence platform that will redefine sustainability reporting for modern enterprises. Built for the CSRD era — details coming very soon.
An adaptive AI tutor for IELTS preparation — personalised practice tests, real-time writing and speaking feedback, and performance analytics. Mobile-first. Built with Flutter for Android, iOS, and Web.
// EARLY REFERENCE — ACTIVELY IN DEVELOPMENT
// PLANNED FEATURES
AI identifies weak areas and dynamically adjusts question difficulty — maximising score improvement per hour of study.
Instant, criteria-aligned feedback on IELTS Writing Tasks. Band score estimation with actionable improvement suggestions.
AI-powered speaking practice with pronunciation scoring, fluency analysis, and model answers for all Speaking parts.
Detailed dashboards tracking band score trajectory across all four skills. Predict test readiness with confidence.
Native experience on Android, iOS, and the Web from a single codebase. Offline support for practice on the go.
Timed, full-length mock tests for all four IELTS skills with score reports and performance breakdown.
// Traction & Recognition
3 competition wins, Oyster Incubator, Slush Helsinki, 400+ clinical screenings — and just getting started.
// Competition Record
iHealth won the Slush Oulu Community Side Event in front of investors, innovators, and community builders — SPTechlabs' first major competition win.
Pitched from inside a frozen lake — confirmed as the 11th standby team just days before, the only team from Oulu. Watch the video below.
Won 1st place in Lapland, judged by Peter Vesterbacka (co-creator of Angry Birds) and industry leaders.
// Milestones
Currently accelerating inside Oulu's premier deep-tech incubator. Access to mentors, investors, and Finland's startup ecosystem.
Completed with a validated business model, working MVP, and clear go-to-market path for iHealth.
Attended Slush — Europe's leading startup event — connecting with global investors, founders, and operators.
Over 400 real retinal screenings completed with 96% accuracy across all 5 DR severity grades in clinical settings.
Rooted in the University of Oulu research environment — published, peer-reviewed methods, not hype.
// Competition Stories
Three competitions. Three stories. Every one of them earned in the arena.














// Latest Insights
Thinking on AI, software craft, and the future of technology — from the team building it.
How our core philosophy shapes every product decision, engineering choice, and client engagement.
How we approach product architecture, research integration, and shipping at speed without cutting corners.
From retinal screening AI to enterprise SaaS — the evolving story of impact-driven technology development.
// Work With Us
Whether you're building from zero or scaling an existing system — expect a reply within one business day.
We work with clients across Europe and beyond. Fast, honest, and thorough — that's how we operate with clients, the same way we operate on our own products.
// RESPONSE TIME
Within 1 Business Day
No automated replies, no outsourced screening — you'll hear from Sam or Prabhash directly.