One memory across every model. Cross-vendor context engineering, token-level economics, policy enforcement, and shared workspaces — in a zero-knowledge layer your vendor can't build and your enterprise can actually trust.
Every AI forgets the moment you switch models. You re-explain your codebase, your company, your preferences — dozens of times a week.
API keys, tokens, customer data — pasted into chat boxes and stored forever in vendor databases you don't control.
You pay frontier-model prices for trivial answers, with no compression, no smart routing, no visibility into what's burning tokens.
Smart routing picks the cheapest model that can actually answer. Context compression shrinks every injection. Instant fallback if a vendor drops. Routing happens after redaction — so secrets never decide where traffic goes.
One cross-vendor history. Semantic retrieval picks the right context for every prompt, in every tool. Import your ChatGPT and Claude exports on day one — years of conversation become searchable, redacted, and yours.
Mandatory secret redaction. Admin-defined blacklists. Semantic DLP classifier. Age-appropriate guardrails for families. Compliance-ready audit log — CISOs get a budget line, not a checkbox.
Teams share workspaces, prompts, and redaction policy. Families pool guardrails and parent-dashboards. Organizations run department isolation with data residency. The social layer every AI tool forgot to build.
OpenAI will never ship "use Claude when cheaper." Anthropic will never ship "route to Gemini for long context." Neutrality is a structural moat, not a feature.
AES-256-GCM on device. Argon2id keys that never transmit. We cannot read your data — so regulated industries can actually deploy.
Every conversation imported, every redaction pattern tuned, every team policy defined — deepens a context graph no competitor can replicate without your data.
UACP is an open standard — third-party tools, IDEs, and agents plug in without asking us. Protocols beat products at scale.
UACP is an open specification for portable, encrypted, vendor-neutral AI context. Any tool can read it. Any model can consume it. Export anytime — your data is portable forever, not locked in our format.
The same thing HTTP did for documents. The same thing MCP did for tool-calling. UACP does for context.
CLI, editor extensions, local-first architecture. The tool you wish your AI IDE shipped with.
Org-wide prompts, policy enforcement, audit logs. Everything engineering needs, everything compliance requires.
Age-appropriate guardrails, topic filters, parent alerts. The only AI tool that treats "family" as a real product — not an afterthought.
Free forever for individuals. No credit card. No data lock-in. The layer your AI stack was missing.