What product strategy should Cohere use to win sovereign AI customers in Europe after combining with Aleph Alpha?

Introduction

In 2026 Cohere announced a planned combination with Aleph Alpha, the German AI company known for its work with public-sector and regulated customers, backed by a large financing commitment from Germany's Schwarz Group. Reports describe a combined company that would operate as Cohere with a strong European base. The logic is "sovereign AI": governments, defence agencies, banks and critical-infrastructure operators in Europe want capable AI that runs under their control, on infrastructure they trust, without depending on US hyperscalers or consumer-focused labs.

The prompt asks what product strategy Cohere should use to win sovereign AI customers in Europe after the combination. This is a hard question because it mixes product, go-to-market, regulation and integration of two companies.

Key business objectives:

1. Turn the combination into revenue from European public sector and regulated industries.
2. Integrate two product lines without confusing customers.
3. Differentiate against US labs, hyperscalers and European rivals such as Mistral AI.
4. Protect gross margins while offering on-premises and sovereign-cloud deployments.

I'll clarify goals, analyse the market, define a vision and roadmap, prioritise initiatives, plan execution, set KPIs and manage risk.

Step 1

Clarify the Strategic Goals (3-4 minutes)

• Is the primary goal revenue growth in Europe, or strategic positioning as the default sovereign AI provider?

Why it matters: Revenue favours large regulated enterprises; positioning favours government flagship deals that may be slower but defensible. Expected answer: Both, but leadership wants European revenue to become a major share of the total within three years. Impact on approach: Balance quick enterprise wins with a small number of high-profile public-sector programmes.

• How far has product integration gone, and what does Aleph Alpha bring?

Why it matters: We need to know which assets to build on. Expected answer: Aleph Alpha brings public-sector relationships in Germany, a platform used by government agencies, German-language expertise and teams with security clearances. Cohere brings North, Command models, Embed, Rerank and Model Vault. Impact on approach: The strategy should converge on Cohere's platform while keeping Aleph Alpha's customers and trust.

• What are the constraints on infrastructure?

Why it matters: Sovereignty often requires EU-owned data centres or on-premises deployment. Expected answer: Customers want options: on-premises, sovereign cloud providers (for example Schwarz Group's STACKIT), and EU regions of hyperscalers. Impact on approach: Product must run consistently across many environments.

Strategic assumptions:

1. Cohere North and Command become the core platform; Aleph Alpha customers migrate over time with guaranteed continuity.
2. Germany is the beachhead, followed by France, the Nordics and EU institutions.
3. Compliance with the EU AI Act and public-sector security standards is a product feature, not just a legal task.