OUTPACE
Knowledge OperationsDeliveryControl

Knowledge Assistant

Access-aware retrieval with staleness detection, role-based content scoping, and citation enforcement — every answer provably grounded in your documented sources.

THE CHALLENGE

The Challenge

Knowledge bases sprawl across systems, ownership is unclear, and staff abandon search because answers feel unreliable. A generic assistant makes it worse — no access control, no staleness signal, no citations.

OUR APPROACH

Our Approach

Pre-built in the package

Access-aware retrieval controls, staleness detection alerts, answer citation enforcement, role-based content scoping, and evidence retention policy.

You provide

Source eligibility list, role-to-content mapping, and staleness threshold (in days).

Control continues

Time-to-answer, citation rate, acceptance, and abandonment tracked each month. Stale-source alerts fire automatically.

THE RESULTS

The Results

MetricBeforeAfter
Time-to-answerSearch + verify cycle60–80% faster
Citation rateAd-hoc, user-led>90% enforced
AcceptanceBaseline15–30% better
60–80%

Faster time-to-answer

>90%

Citation rate

15–30%

Better acceptance

Every answer cites a source the user is permitted to see. Stale content is flagged before it is served.

Reference architectureKnowledge Assistant package

TECHNOLOGIES & APPROACH

Policy HubTrace LensCost LensEvidence VaultAccess-aware retrieval

Ready when you are

Ready to Outpace?

Book a 30-minute discovery call with the Lastmile team. No pitch decks, no pressure — a focused conversation on where AI can move the needle for your organisation, and whether the structured operating model is the right fit.