In January 2026, the Stockholm-based “multiplayer AI” platform Stilla emerged from stealth with $5 million in pre-seed funding. The round was led by General Catalyst, with participation from an elite group of angel investors including the founders of Shopify, ElevenLabs, and Hugging Face.
The company is led by Co-Founders Siavash Ghorbani and Kaj Drobin (both formerly of Shopify and Tictail). Stilla is building a “shared brain” for product teams—a collaborative intelligence layer that continuously aggregates signals from tools like Slack, GitHub, Linear, and Notion to provide a live, unified context for both humans and AI agents.
The proliferation of individual AI tools has created “islands of intelligence” where context is fragmented across personal chats and localized agents. Stilla addresses this by automating alignment, ensuring that every teammate and AI agent works from the same real-time truth. This shift toward high-fidelity context synchronization mirrors the infrastructure needs of vibe-coding platforms, where intent must be flawlessly translated into execution.
The new capital will be used to build out the core infrastructure and expand integrations across the enterprise tech stack. By enforcing a “Single Source of Context,” Stilla provides an operational safeguard similar to AI-native logic enforcement layers, preventing the “chaos of speed” that occurs when autonomous agents lack organizational awareness.
Market Signal
- The “Coordination Bottleneck” Alpha: Stilla’s $5M round validates that the next major unlock in AI isn’t better models, but better coordination. As organizations deploy more agents, the ability to maintain shared context becomes the definitive competitive advantage—a trend also emerging in autonomous legal agent workflows.
- Founder-Product Fit: Ghorbani and Drobin’s experience building Shopify’s “Shop” and “Shop Pay” at hyperscale gives Stilla the authority to handle complex, high-velocity product data. Their thesis—that velocity without alignment creates debt—resonates with product-led companies like Spotify and Ramp, who are already early adopters.
- The End of Manual Syncing: By capturing decisions directly from the tools of work, Stilla is making the “Weekly Sync” obsolete. This automation of alignment turns a company’s internal knowledge into a streaming asset, effectively creating a “Digital Nervous System” that compounds in value as the team grows.
Key Details
- Company: Stilla
- Funding: $5M Pre-Seed
- Headquarters: Stockholm, Sweden
- Lead Investor: General Catalyst
- Founders: Siavash Ghorbani, Kaj Drobin
- Use Case: Collaborative AI for product teams, automated alignment, and shared cross-tool context
