Eighteen months after selling his startup to AMD for $665 million and stepping down as CEO of the unit now known as AMD Silo AI, Finnish entrepreneur Peter Sarlin has launched a new venture focused on the next frontier: the convergence of AI and quantum computing. Fully funded by Sarlin’s family office, PostScriptum, QuTwo bills itself as “an AI lab for the quantum era.” Rather than waiting for quantum hardware to mature, QuTwo is helping enterprises get ready now.
Why enterprises can’t just wait for quantum
AI is increasingly limited by efficiency and scaling challenges. Quantum computing promises large performance and energy-efficiency gains for certain workloads, but realistic timelines remain uncertain. QuTwo’s thesis is pragmatic: don’t bet everything on when full-scale quantum hardware will arrive. Instead, give companies a path to adopt quantum approaches gradually, using hybrid and quantum-inspired solutions where they already make sense.
QuTwo OS: an orchestration layer for the quantum era
At the core of QuTwo’s approach is QuTwo OS — an orchestration layer that routes AI workloads across classical, quantum-inspired, and quantum hardware as appropriate. Key features include:
- Hybrid routing: Seamless shifting of workloads between classical and quantum resources.
- Quantum-inspired support: Algorithms that mimic quantum behavior on classical hardware, offering near-term gains today.
- Hardware-agnostic design: Flexibility to support different chips and algorithms, lowering vendor lock-in risk.
By abstracting the complexity of mixed hardware environments, QuTwo OS lets enterprises focus on business outcomes while the platform handles the distribution and optimization of AI workloads.
Commercial-first: design partnerships and early customers
QuTwo isn’t an academic exercise. The company is already working with major enterprise customers in joint development arrangements. Notable examples:
- Zalando: Collaborating on “lifestyle agents,” AI tools that go beyond simple product search to proactively recommend experiences and products.
- OP Pohjola: A joint quantum AI research initiative with a leading Finnish financial services provider.
Sarlin says QuTwo has large design partnerships “in the tens of millions,” a sign that enterprises are willing to invest early to secure a foothold in the quantum-ready future. Design partnerships allow QuTwo to co-develop solutions tailored to customer needs while learning what enterprises actually expect from quantum-enabled AI.
Team and expertise bridging AI and quantum
QuTwo’s roster blends quantum hardware veterans and enterprise AI experts. On the quantum side, the team includes IQM cofounder Kuan Yen Tan and board member Antti Vasara (also chair at semiconductor startup SemiQon). The enterprise side is represented by Sarlin and Kaj-Mikael Björk, a former cofounder at Silo AI. Pekka Lundmark, former CEO of Nokia, also sits on the board. In total, the company counts more than 30 quantum and AI scientists.
That mix underscores QuTwo’s positioning: it’s built for the quantum world, but it’s an AI company first — pushing AI workloads from classical systems toward quantum-enabled platforms as those capabilities become practical.
Quantum-inspired computing: a practical middle ground
Quantum-inspired approaches provide a pragmatic bridge. They simulate quantum behavior on classical hardware to tackle optimization and sampling problems that are otherwise costly or slow on traditional systems. Because these methods run on existing hardware, enterprises can gain immediate benefits while staying ready to adopt real quantum processors later.
What this means for enterprises
- Lower risk of premature investment: Companies can experiment with quantum ideas today without committing to nascent hardware.
- Faster time to value: Quantum-inspired algorithms and hybrid orchestration unlock near-term performance gains.
- Future-proofing: QuTwo OS provides a migration path so enterprises won’t have to rebuild systems once quantum hardware is production-ready.
Outlook
QuTwo’s strategy reflects a broader industry view: quantum computing will be important, but adoption will be incremental and mixed hardware environments will dominate early use cases. By focusing on orchestration, quantum-inspired methods, and commercial partnerships, QuTwo aims to make enterprises quantum-ready today while keeping the door open to true quantum advantage when it arrives.
For enterprises wondering how to prepare for a future with quantum-accelerated AI, QuTwo offers a practical answer: don’t wait — build a hybrid bridge now and move workloads as advantage dictates. 🚀