Tribal AI (gotribal.ai), an Israel-based provider of metadata-native AI agents for enterprise systems, has raised $10M in seed funding led by Team8 with participation from DYDX Capital. The platform enables enterprise teams to build and deploy AI agents directly inside systems like Salesforce and NetSuite using full organizational metadata, zero-copy security, and built-in governance. The capital will accelerate platform expansion and production deployments.
Production Gap Drives Enterprise AI Funding
The timing aligns with enterprises moving from AI experiments to governed production agents. Competitors such as Aisera, Kore.ai, Glean, and Moveworks offer broader automation tools, yet Tribal differentiates through native metadata integration and tech debt reduction inside existing stacks.
Context Missing From Most AI Agents
Enterprise AI initiatives face high failure rates, with reports indicating up to 43% of major projects underperform due to lack of organizational context. Current solutions often operate externally, requiring data copies that raise security and compliance issues in regulated environments.
Metadata Fabric Enables Native Deployment
Tribal's Metadata Fabric ingests objects, automations, permissions, and dependencies to give agents full awareness of the enterprise environment. This allows root-cause analysis, impact assessment, and automatic compliance enforcement without moving data.
As Yoav Kolodner, CEO noted:
“The shift to headless enterprise infrastructure is real and accelerating. But infrastructure without organizational context is just plumbing.”
Team8 Backs Platform-Native AI Thesis
Team8 led the round, citing the need for context-aware solutions built by teams with deep experience on trusted platforms like Salesforce. DYDX Capital joined, signaling conviction in governed AI for complex multi-system environments.
Enterprise AI Market Expands Rapidly
The enterprise AI market stands at $98 billion in 2025 and is projected to reach $558 billion by 2035. Agentic AI adoption and governance requirements are key drivers, pushing companies toward platforms that integrate securely with legacy systems.
Ex-Salesforce Leaders Target Tech Debt
Founders include ex-Salesforce VP Engineering Yoav Kolodner, Spot.io founder Yakir Daniel, and former Wix AI lead Lior Sidi. Their experience building on enterprise platforms informs Tribal's focus on reducing maintenance costs by up to 80% and accelerating development speeds fivefold for customers like ADAMA and WalkMe.