Strategic vision
We identify promising startups and AI opportunities — and help them grow faster than they could alone.
AI venture studio · Italy
Devocracy is a venture studio for the AI era. We originate and ship our own companies, partner with the founders building theirs, and engineer the AI products our clients can't build alone.
Approach
We sit at the forefront of the AI shift, combining strategic investment expertise with cutting-edge development capabilities. Every engagement begins with the same three convictions.
We identify promising startups and AI opportunities — and help them grow faster than they could alone.
Our team combines deep technical expertise with market insight to ship AI that solves real problems — not novelty.
From first prototype to product-market fit, we accelerate the development and deployment of transformative AI applications.
The studio
We're not a fund with a deck. We're a studio with a roadmap. Every quarter we originate, prototype, and incubate new AI ventures in-house — bringing the ones that work into the world as standalone companies.
We pick problems where applied AI changes the unit economics of an entire workflow. Then we staff a small team — research, product, and engineering — and ship the first cut in weeks, not quarters. In parallel, we take on deep technical consulting engagements — architecting and building the hard parts of other teams' stacks, with the same engineers who ship our own products.
We designed and built CoreView's technological core — the engine the product runs on — and the R&D organization that ships it. Architecture, application lifecycle management, security and coding standards, hiring, and team culture: we shaped the whole engineering practice from first principles, and grew a healthy team that carries it forward.
Rigorous, reproducible evaluation for models running on-device and on-prem — across hardware, quantization, and real workloads. We surface granular performance insights and task-level evaluations, so the end user can judge whether a given model is actually fit for their use case — not just how it ranks on a public leaderboard.
Silicon Harbor is a managed appliance we run inside the customer's perimeter. Inference, orchestration, and observability for local AI — plus the ability to dock cloud-native workloads onto the same box: QA, integration tests, continuous build and CI pipelines, release automation. All powered by Apple Silicon, for exceptional performance-per-watt without the public-cloud bill.
Services
Whether you're a founder shaping a category or an enterprise translating AI from possibility into operating leverage, we meet you where you are and ship what matters.
We pick the AI problems we believe in, staff a small founding team, and build the company ourselves. The bets that find a market graduate out of the studio with their own brand, cap table, and roadmap.
We partner with visionary entrepreneurs building the next generation of AI-powered companies. We write checks, but more importantly we roll up our sleeves alongside the team.
Custom AI applications designed to transform industries and create durable competitive advantages — engineered with the same rigor as our own products.
Expert guidance on AI strategy, implementation, and scaling — for established businesses navigating the shift from experimentation to production, and for investment funds and private equity running technical due diligence on AI-native acquisition targets.
Why Devocracy
We are equally comfortable in a board room and a pull request. That posture is the difference between a partner who advises and one who builds with you.
Talk to usReal systems shipped to real customers — across applied ML, vision, and generative interfaces.
A trusted bench of operators, researchers, and capital partners ready to compound your advantage.
From frontier model evaluation to production-grade serving — we've built the stack we recommend.
One team that can move from a Friday whiteboard to a Monday deploy — and stay through scale.
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