Cite-only — excerpts + source links, no synthesized answers
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Scalable Knowledge
POC · Quick guide
What this is
A permission-aware internal knowledge assistant
This is a proof-of-concept for an AI assistant that lets Scalable employees ask policy and process questions in plain language — and get cited answers sourced only from documents they're authorised to access.
It's built with simulated Scalable Capital data and demonstrates five real system behaviours described in the written submission: role-based access, confidence gating, version badges, document preview, and edge-case handling.
The Gate toggle
This controls the rollout phase
In the top-right corner, you'll see a toggle between Gate 1 · MVP and Gate 1.5 · Post-pilot.
Gate 1 · MVP
Cite-only mode. The system returns excerpts and source links — no synthesized answer, regardless of confidence.
Gate 1.5 · Post-pilot
Synthesized answers unlock for high-confidence queries. Low-confidence still falls back to cite-only.
Try toggling it after running a query to see the answer card change.
Confidence score & citations
Every answer tells you how sure the system is
The percentage badge (e.g. 92% match) reflects retrieval confidence — how strongly the retrieved chunks support the query. It's not the LLM guessing; it's based on vector search signal strength.
Inline citations like [1] v3.2 show which document version each claim is drawn from. Click one to highlight the source card.
On the right panel, click any source card to preview the relevant excerpt, document version, owner, and last-updated date.
Edge cases to try
Two special states show how the system handles uncertainty
↓ Low confidence chips
When retrieval confidence is too low, the system refuses to synthesize an answer in any gate. It returns the best matching excerpts and a one-click escalation to the document owner — never a fabricated response.
⚡ Version conflict chips
When two document versions contradict each other, synthesis is blocked regardless of gate. Both versions are shown side by side — the superseded one flagged in red, the current one in teal — with a route-to-owner button.
Suggested demo path
5 clicks to see the full system
1
Click any normal chip in Compliance role → see cite-only mode with confidence score, version badges, source cards, and preview panel
2
Toggle to Gate 1.5 → watch the same answer switch from excerpts to a synthesized response with inline citations
3
Click the ↓ Low confidence chip → see the fallback UI, excerpt-only mode, and escalation routing
4
Click the ⚡ Version conflict chip → see conflicting document versions flagged side by side
5
Switch to PM / Engineering in the sidebar → see how accessible sources and suggested queries change by role