The First-90-Days Plan for an AI-Era Head of Sales Ops

Taking on the role of Head of Sales Ops is challenging, but doing so in the age of AI adds a whole new layer of complexity. You're not just managing Sales Pipeline and CRM hygiene anymore; you're expected to be the visionary who integrates AI to revolutionize the sales motion. The problem? many new leaders get stuck in the weeds of daily requests and fail to set a strategic direction for AI adoption.

This article provides a tactical, step-by-step 90-day plan specifically designed for Sales Ops leaders entering the AI era. By following this roadmap, you can quickly establish credibility, clean up your data foundation, and launch high-impact AI initiatives.

What We'll Cover

In this article, we will cover:

- The shifting expectations for Sales Ops leaders

- A detailed 90-day roadmap for success

- Why data hygiene is the prerequisite for AI

- How to identify and launch your first AI pilot

Understanding the Approach

The "AI-Era Sales Ops Leader" is a hybrid role: part data scientist, part process engineer, and part change management expert. They are responsible for building the infrastructure that allows AI to function effectively within the GTM organization.

Example: Instead of just building a report on lead response times, the AI-Era leader implements a system that uses AI to instantly route and draft personalized responses to high-intent leads, fundamentally changing the SLA.

Why This Matters

A structured 90-day plan is crucial for transitioning from a tactical order-taker to a strategic revenue driver.

- Before: Sales Ops is buried in ad-hoc reporting requests. After: Sales Ops proactively identifies areas for AI-driven optimization.

- Before: AI tools are purchased but fail due to poor data quality. After: A strong data foundation ensures AI tools deliver accurate and actionable insights.

- Before: The sales team is resistant to new technology. After: Successful, well-managed pilots build trust and drive widespread adoption of AI.

The Complete Guide

H3 Month 1: The Data Audit & Alignment

Objective: Understand the current state of your data and build relationships with key stakeholders.

Actionable Advice: Conduct a comprehensive audit of your CRM data hygiene. Identify the top 3 sources of "dirty data" and implement rules to stop the bleeding. Meet with Sales, Marketing, and CS leaders to understand their biggest bottlenecks.

Best Practices: Don't try to fix everything at once. Focus on the data points that are most critical for your initial AI use cases.

H3 Month 2: Process Optimization & The Quick Win

Objective: Streamline existing processes and demonstrate immediate value.

Actionable Advice: Identify one manual, time-consuming process (e.g., call logging or basic Salesforce forecasting) and implement a simple automation or AI tool to streamline it.

Best Practices: Choose a project with a high probability of success and clear, measurable ROI to build momentum.

H3 Month 3: The AI Pilot Launch

Objective: Launch a strategic AI initiative that directly impacts revenue.

Actionable Advice: Based on your Month 1 findings, select a high-impact AI use case (e.g., predictive lead scoring or automated objection handling). Design a pilot program with a small group of top-performing reps, establish clear success metrics, and launch.

Best Practices: Treat the pilot as a learning experience. Gather feedback constantly and iterate before rolling it out to the broader team.

How to Implement This

The Head of Sales Ops must own this 90-day plan, but its success depends on cross-functional collaboration. RevOps must ensure the technical infrastructure is in place. Enablement must design the training for the AI pilot. Sales Leadership must champion the initiatives and encourage rep participation.

Next Steps

The first 90 days are your opportunity to set the standard for how your organization will leverage AI. By focusing on data hygiene, process optimization, and strategic pilots, you can become the catalyst for an AI-driven revenue transformation.

Identify the single most time-consuming manual task your reps perform today and explore how AI could automate it. Ready to build your AI roadmap? See how Brazn can support your Sales Ops initiatives.

Book a demo to see how Brazn AI fits into your sales stack.

About the Author

Alex Margarit, Sales AI Expert, SaaS Sales Leader, BMC, ServiceNow, Docusign — 25+ years in SaaS sales.