Enterprise

74%

of CIOs regret a major AI vendor decision

88%

of AI agents fail to reach production

85%

of IT leaders say they can’t trace AI outputs to a source

71%

of CIOs say AI budgets face cuts by mid-2026

The tools aren’t failing. The architecture is.

The AI labs are overcomplicating things. Your daily work, business canon, and organizational patterns are forms of memory. Starling structures them into a sovereign Domain Language Model that knows your business like a seasoned Chief of Staff:

JARVIS for everybody in your organization.

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Stats: Dataiku/Harris Poll + Pertama Partners, 2026.

The Solution

Enterprise AI in minutes, not months.

Your DLM. A trained operator. Simple per-seat pricing.

Starling structures your knowledge into governed memory, providing your team and AI systems with read/write access to the same strategic dataset. This unlocks compounding intelligence, where every work session makes the next one smarter.

Your Domain Language Model

Your business canon — structured on an open standard and loaded into every AI conversation. The model processes. Your canon remembers. Switch providers anytime. Zero migration. Zero loss.

Your System Librarian

Every deployment installs a trained operator on your team — someone who governs the canon, approves writes, and keeps your AI current as the business evolves. We deploy, train, and hand over. You run it.

Per-Seat Access for Your Team

Affordable per-seat pricing means your whole organization can work with a contextualized AI — not just the technical team. Everyone from the CEO to the newest hire builds on the same strategic context.

What Every Seat Gets

Six interfaces. One intelligence.

Six interfaces make it work. Surface and Workspace give your team and AI a shared operating environment — one for awareness, one for deep work. Org Library and My Library house public and private knowledge datasets. Approvals and Connections permission and govern the organization’s intelligence system. Click to start the guided tour.

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Start Here

See what your AI is missing.

30 minutes. We’ll show you a live Org Brain answering questions your current AI can’t — then map what yours would look like.

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