RevOps Automation with AI
A ~40-minute course for RevOps leaders — forecasting, pipeline hygiene, territory scoring, narratives, data, comp, tooling, two-quarter rollout — grounded in 2025–26 vendor evidence.
8
Chapters
~40 min
Duration
Intermediate
Level
No
Certification
Who this is for
For RevOps leaders, Sales Ops, and CROs past basic AI literacy.
How this course works
- 8 audio-narrated slide chapters · ~40 min of focused content
- Trust trip-wires on every play — what not to cross
- Free verifiable certificate on completion
What you'll walk out with
Specific outcomes from this course — no fluff.
- AI-augmented forecasting — what beats spreadsheet sandbagging at the Friday call
- Pipeline hygiene with AI — surfacing stalled deals, missing fields, decision-maker silence
- Territory + account scoring — two-layer ML + LLM with the data quality gate
- Narrative generation for QBRs and exec updates — grounded, not invented
- Data hygiene + entity resolution — the foundation that makes everything else work
- Compensation modelling with AI — scenario planning, what-if exploration without breaking trust
- The RevOps tooling stack — what to buy, what to build, what to consolidate
- A 2-quarter rollout grounded in 2025-26 vendor evidence — not pitch deck claims
Course content
8 chapters · ~40 min
Forecast accuracy with AI
Salesforce State of Sales 2026 (87% adoption), Microsoft Sales Agent eval (10% more meetings, 1.7 hrs/week saved). Three failure patterns: calibration drift, stale data, point estimate. Prediction intervals (Hyndman) beat point forecasts.
Pipeline hygiene automation
Salesforce Pipeline Inspection (1-99 scoring, days-in-stage + push count), ZoomInfo Copilot (+14pt close-rate, 11.5 hrs/week saved, Seismic case). Gartner: <40% of sellers will report AI improved productivity by 2028. The 5 nudge-design rules.
Territory & account signal scoring
6sense Rithum case (3× adoption, 58% of opps, 37% higher AOV), ZoomInfo MajorKey +16% + Simmers +20%. Grandfather in-flight deals. Re-score quarterly. Show the breakdown (firmo / intent / engagement) — not just the aggregate.
Sales analytics narratives
HBR workslop study (41% workers receiving it, $9M/year cost per org), Air Canada CA$812 precedent. Einstein grounding. The click-or-cut rule: every claim links to a record or it gets cut from the QBR deck.
GTM data cleanup with AI
Bad data costs $12.9M/year per Gartner. B2B contact decay 22.5-30% annually. Continuous loop (not annual project), identity resolution, AI-propose-confirm field completeness. The data layer beats the AI layer.
Compensation modeling with AI
CaptivateIQ Catalyst (Aug 2025) + Xactly Incent AI (Dec 2025). 3× growth from frequent comp-plan revision. Larkin HBS gaming research. 3 stress tests: accelerator thresholds, quarterly cliffs, cross-product attribution.
Tooling stack decisions
Gartner MQ for SFA July 2025 (Salesforce/Microsoft/Oracle leaders). M365 Copilot $30 + Copilot for Sales $50 (bundled if you have Copilot Ent). The 3-question framework (CRM gravity, data quality, agentic roadmap) + the 150K agents-by-2028 sprawl warning.
Making it stick: your RevOps AI roadmap
3 use cases, 2 quarters, 1 data quality bar (duplicate rate <5%, decay <15%, push count tracked). Sequence: Q1 data cleanup + pipeline hygiene → Q2 one predictive use case. Save comp modelling for year two. Interactive roadmap builder included.
Want this delivered inside your organisation?
The course is the starting point. The same content powers a 4-week pilot, an org-wide rollout, or a continuous build engagement — set up on your data, with your team, by Gennoor Tech.