AI-Powered Outbound, “Baseball Cards,” and the SPORTS Framework (with Jeff Ignacio)

SUMMARYJeff Ignacio (Founder, RevOps Impact) joins Sandy Robinson to break down how modern RevOps teams are using AI to accelerate outbound, enrich accounts fast, and shift rep time back to customer-facing work. We cover GTM Engineering, build vs. buy (TCO + technical debt), human-in-the-loop for enterprise, and practical “start small” steps to adopt AI without breaking your systems.SHOW NOTES • Jeff’s background: hyperscalers + startups → independent advisory (RevOps Impact)• Build vs. buy: total cost of ownership, cost/quality/speed tradeoffs, and succession planning• The SPORTS framework: Strategy → Process/Playbooks → Operating Rhythms → Targets/Thresholds/Trends → Systems• A 4-step outbound framework: company research → persona research → offer/value prop → tailored sequencing• Human-in-the-loop: when automation works vs. when review matters (enterprise/ABX)• Adoption: early wins, champions, and overcoming skepticism• Where to start: use existing vendor AI features, learn webhooks/APIs, and strengthen prompting• Rapid fire: data readiness, churn analysis, ROI (revenue attainment + CAC), future of RevOpsLINKS MENTIONED• RevEngine / RevOps Impact Newsletter: https://revengine.substack.com• Marketing Against the Grain: https://www.marketingagainstthegrain.com• YouTube: https://www.youtube.com• Clay: https://www.clay.com• Zapier: https://zapier.com• Make: https://www.make.com• HubSpot: https://www.hubspot.com• Salesforce: https://www.salesforce.com• Slack: https://slack.com• ChatGPT: https://chatgpt.comSandy’s Linkedin: https://www.linkedin.com/in/sandyrobinson/Website: www.SandyElevates.comwww.AI-PoweredRevOps.comKEYWORDSAI-Powered RevOps, Revenue Operations, RevOps, GTM Engineering, AI agents, outbound automation, sales sequencing, personalization at scale, build vs buy, TCO, technical debt, change management, adoption, human-in-the-loop, ABX, enterprise sales, data enrichment, data hygiene, APIs, webhooks, workflow automation, prompting, SQL, Python, LLMs, churn analysis, CAC, LTV, Clay, Zapier, Make, HubSpot, Salesforce, Pardot/MCAE, Slack, RevOps Impact, RevEngine, SPORTS framework, baseball card account profile, Jeff IgnacioAI-Powered RevOps is a Sandy Elevates production.© 2025 Sandy Elevates. All rights reserved.