The customer-facing dials nobody's turned yet, where standard CS, support, and marketing stacks are thin.
Silent-churner detection , accounts that look healthy on usage but went quiet on relationship: no exec-sponsor reply in 60 days, declining doc views, dropped product touches.→ health scores read usage. Relationship decay is where the big logos slip out unnoticed.
CSM attention allocator , predict ROI of the next CSM action per account: which call moves the needle, which can be skipped. Daily prioritized list.→ CSMs over-serve tiny unhealthy accounts; under-serve expansion-ready healthy ones.
Renewal-prep auto-narrative , "value delivered" story assembled from usage, resolved support wins, and goal completion, ready 30 days pre-renewal.→ QBR/renewal decks are still hand-built every quarter; the data was always there.
Support → Product feedback synthesizer , recurring friction in tickets quantified for PM with volume × time-cost × repeat-rate math, weekly digest.→ ticket signal rarely reaches the backlog with credible data; this builds the bridge.
Knowledge-base self-healing , when agents answer the same question manually 5+ times, auto-draft the missing KB article and route for review.→ KB upkeep loses to ticket volume; the article never gets written.
Sentiment trajectory escalation , not "this ticket is nasty" but "this customer's tone has degraded across three tickets, flight-risk readout attached."→ triage looks at single tickets; trajectory across tickets is invisible to the agent.
Attribution narrative writer , readable story behind the numbers: "Q3 pipeline came from two sources you didn't expect, here's why."→ marketing tools show numbers; the boardroom needs the prose.
Audience cohort discovery , surface unexpected ICP clusters from won-customer data ("23% of wins this quarter were mid-market healthcare ops, not your stated ICP").→ teams target their stated ICP and miss the cohort they're actually winning.
Competitive content gap-finder , topics where competitors rank and you don't, weighted by search volume × buying intent, content briefs queued.→ SEO tools surface gaps; almost none score them by revenue likelihood.
Pipeline data hygiene agent , continuous CRM scan flagging stale stages, missing fields, broken pipeline math; suggesting fixes inline for rep approval.→ most CRMs accumulate 30% trash data. Ops audits quarterly at best.
Metric-move lineage explainer , when a board metric moves, trace exactly which deals, segments, or reps drove it, with a readable narrative attached.→ BI tools show what; almost none explain why at the deal level.
Partner activation health tracker , detect partner drop-off (no co-sells, no leads, no joint comms in 90 days) and trigger re-engagement plays automatically.→ 80% of partner programs have dormant partners no one's actively recovering.