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Threadbaire

About

A credibility-first page: founder note, why now, principles, operating stance, and contact.

Data stays in your stack. EU data residency available; DPA on request. Privacy

From Lida Liberopoulou

I’ve shipped messy telecom and SaaS rollouts where handoffs, vendor changes, and “what actually changed?” stall the work. Threadbaire treats memory as infrastructure: decisions and receipts travel with you across GPT, Claude, and whatever’s next, so you don’t restart from scratch. We keep the story stable and the next step aligned, regardless of model or tool. If your team is re-explaining context or hesitant to swap vendors, that’s the signal. I’m building Threadbaire to make the “why, who, and what changed” visible in under a minute, so you can decide and move.

Media/analyst briefings by request.

Why now

  • Context loss is the bottleneck. People re-explain work; decisions drift out of view.
  • Vendors and models churn. Prices, policies, and capabilities shift; memory must survive the swap.
  • Receipts matter. Leaders need auditable “who/what/when/why” for AI-influenced work.

Principles

  • Provenance-first recall. Every answer carries who/what/why/source by default.
  • LLM-agnostic by design. Same memory slice, comparable outputs across models.
  • Decisions & receipts. We optimize for “what changed and why,” not storage breadth.
  • Portable timeline. Project threads you can replay after handoffs and pivots.
  • Privacy-forward. We work in your keys/tenant; no training on your content.

See Decision Layer.

Operating stance: We work in your keys/tenant (read-only where possible). No data retained after the Pilot. EU data residency available. DPA available on request. We never expose URL-style secrets in sample links. Full details on the Privacy page.

FAQ

Is this a notes app?

No. It’s a recall + provenance layer tied to roles and projects that you can replay on any model.

Do you train on our data?

No. Data stays in your stack. See Privacy.

Where does it run?

In your environment with your keys (read-only where possible). Nothing retained after the Pilot. EU data residency available; DPA on request.