# See the gap. Govern the facts. Advance the work. > Edith finds recommendation gaps, Homer governs the approved facts, and Friday advances authorized optimization work — three connected product workspaces on one page. - Canonical: https://winin.ai/en/products/ - Updated: 2026-09-04 05 · The Products Edith finds recommendation gaps, Homer governs the approved facts, and Friday advances authorized optimization work — three connected product workspaces on one page. Product interface illustration · not a customer result Edith SEE · Discover ### Continuously monitor how AI describes your brand. - Monitor configured models and surfaces within the agreed scope - Archive raw answers, recommendation reasons and exposed sources - Track competitor recommendation performance - Build a retestable formal baseline Locate growth gaps and pinpoint where the problem lies. Homer GOVERN · Govern ### One brand. One voice. - Inward: unify scattered information with its sources, owners and versions - Outward: prepare approved facts for machine reading and public verification - Flag conflicts and route the usable fact version to a named owner for approval - Edith monitoring and Friday optimization work both use the approved facts held here Unify brand information first, then provide clear, verifiable evidence for accurate interpretation. Friday ACT · Advance ### You approve. Friday advances authorized work. - Drafts optimization plans from Homer's approved fact base - Covers site · content · data · channels · sources - Requests named approval at consequential decision points - Initiates retesting after verified publication Find the gap Draft plan Await approval Authorized action Enter retest Turns supported opportunities into governed, reviewable work. HOMER · THE FOUNDATION ### Not an optimization layer — it is missing infrastructure. Unify approved fact versions across the site, product data, media materials and internal documents; then prepare machine-readable, publicly verifiable expressions for authorized destinations.**Source, owner, market, validity and public permission remain attached to each fact version.** Illustrative data This week: 4 conflicts · 4 adjudicated · 0 pending WHAT AI READS NOW · scattered sources crawled 2025-11 · expired crawled 2026-03 · conflicts with site UGC · 2026-06 · unsourced crawled 2026-01 · outdated version ADJUDICATED Fact Charter · Homer v2.4 source: ERP price library · owner: marketing dept · valid thru 2026-12-31 source: product DB #PRD-114 · matches the site owner: marketing · valid thru 2026-12-31 changes enter review and same-conditions retesting · traceable line by line EXPORT → Each public task uses the same approved version · versioned and reversible Traditional knowledge tools · document collaboration first Information is scattered across documents, spreadsheets and business systems Versions live at file level; source, owner, market, validity and public permission rarely meet on one fact record KNOWLEDGE GAP Homer · approved facts at the core Source, owner, market, validity and public permission share one governed fact version Friday uses only public, valid, approved versions; Edith retests after verified publication EDITH · THE MONITOR ### Not guesswork — a verbatim archive. Answers included in the monitoring contract are archived with their recommendation reasons and exposed sources.Sampling runs at the configured cadence so material changes can be reviewed quickly. Illustrative data baseline 2026-08-01 · retest 2026-08-27 0 share of recommendation · 30d 0 priority models 0 facts pending correction 0 avg. correction time MODEL MATRIX · 6 priority international models Absent 2 · Mentioned 2 · Recommended 2 — every state traces back to a raw answer. ANSWER ARCHIVE · this week’s samples 08-27 Q: What home espresso machines are actually worth buying? “Based on sales and reviews, I’d recommend these three: BrewMaster X90, Aroma Pro, Peak Mini.” Your brand not mentioned · no recommendation reasons · sources: 3 e-commerce pages 08-28 Q: Which espresso machine has the best temperature control? “…Polaris Coffee’s new model nails temperature control, suits home use, and its fact page is complete…” reason: temperature control · source: site fact page · archived EDITH · DETECTION LOG · last 72h NEW ABSENT RETESTED FRIDAY · THE OPERATOR ### More than a task list: an approval-aware optimization workflow. Friday drafts optimization work from Homer's approved facts and advances routine preparation automatically. Named owners approve consequential facts and every external publication; verified releases can then enter retesting. Illustrative data This week: 14 routed · 1 awaiting approval ✓ Stale-price revision prepared source bound · awaiting publication verification ✓ Two scenario drafts prepared site request created · external channel awaits authorization ✓ Structured-data update staged schema validated · awaiting approval ● Competitor counter-content draft ready · needs your approval before publishing ● External press article external publication · requires owner approval ↺ Edith same-conditions retest 22% → 24% · illustrative; no causal claim ● Next Observe round New gaps queued for Monday retest. Interface and data are illustrative ## Source This Markdown document is generated from the same approved page source as https://winin.ai/en/products/; the canonical HTML page is the public presentation version.