The operating system for knowledge work.
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Tool-sprawl is breaking knowledge work, and “almost right” AI is making it worse. Lornian unifies tasking, knowledge, and human-AI trust into one local-first workspace built to protect flow.
More dashboards than ever. Less clarity than ever.
More data and more integrations than at any point in history, and software quality still declining. The bottleneck is not visibility. It is flow.
Teams do not distrust AI because it is slow. They distrust it because “almost right” costs more to fix than starting over.
Institutional Co-Sign
A layered verification ledger: every agent output is confidence-scored and checkpoint-gated below an 80% threshold before a human signs off.
One Workspace, Not a Stack
Tasking, knowledge, and trust collapse into a single operating layer, replacing the dashboards a team used to juggle.
Local-First, Under 50ms
No network round trip. Every interaction resolves client-side in under 50 milliseconds, so protecting flow is architecture, not a slogan.
Why fragmented visibility pipelines break team velocity.
of developers juggle 6 to 10 tools every single day
Industry research, 2026claim end-to-end visibility, yet quality keeps declining
The visibility paradoxstruggle to prioritise because their data is unreliable
Industry research, 2026interaction latency, local-first, fast enough to keep flow
Lornian architectureThe trust gap is the real blocker.
29%
baseline trust in AI for complex work
66%
frustrated by output that is almost right
45%
find debugging AI code slower than writing it
Co-Sign closes the gap. Every agent output is confidence-scored, checkpoint-gated, and signed by a human before it ships.
How Co-Sign worksThree systems. One loop.
Each pillar solves a distinct failure of modern knowledge work, and each one feeds the next.
Protect mental flow. Assign by real cognitive weight.
Intrinsic load calculation (CW = IL + EL), fluid scopes, and deep work protection.
Lornian measures real task difficulty computed from code churn and complexity. When mental capacity crosses threshold, deep work shields engage automatically.
Docs that write themselves, and find themselves in under 50ms.
Auto-drafted knowledge, living summary docs, and vector embeddings.
Your knowledge base stays permanently in sync with code diffs, tasks, and discussions. Semantic vector search retrieves exact answers across your workspace.
Human-in-the-loop sign-off on critical deliverables.
Confidence threshold gating, public verification, and client portal.
High-stakes AI outputs are automatically locked behind confidence checks and human review, generating cryptographically verified links for your clients.
Replace the tool sprawl with an operating system.
Join the waitlist and we will email you the moment Lornian launches. Waitlist members get first access.