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How to Challenge Your Team to Automate Tasks with AI

Nathan Thompson

Process automation delivers an average 240% ROI within 12 months. Yet most revenue teams are still bogged down by repetitive, manual tasks like territory balancing, lead routing, and commission calculations.

This is not just an inconvenience. It is a hidden tax on productivity that slows growth, creates errors, and keeps your team from hitting targets. This guide gives you a clear way to challenge your functional leads to find and automate these tasks, turning your go-to-market operation from a string of manual steps into a faster, cleaner system.

Start with the “why”: Frame automation as a strategic advantage

Before you ask your leads to change how they work, reset why they should. Automation is not about replacing people. It elevates their work by removing manual friction that wastes their most valuable resource: time. Every hour a sales director spends rebalancing territories is an hour they are not coaching their team.

This is not just an efficiency play. It is a competitive necessity. Top-performing organizations already use automation to accelerate their go-to-market motions. Our 2025 GTM Benchmarks Report shows that logo acquisitions are eight times more efficient with ICP-fit accounts. You rarely reach that level without automated GTM policies.

Challenge leads to reimagine workflows, not just tasks

The most common mistake is trying to automate one broken task. You unlock real value when you redesign the full workflow. Automating one step in a flawed process just makes a bad process run faster.

Consider lead routing. A simple automation might assign a new lead to a rep. A workflow automation covers the full journey:

  • It captures the lead and cleans the data.
  • It matches the record to the right territory and account owner.
  • It assigns based on capacity.
  • It tracks SLA compliance from start to finish.

This approach can reduce repetitive tasks by up to 95%. Thinking in workflows lets you run continuous GTM planning so operations can change as fast as your strategy.

A practical framework for identifying automation opportunities

Once your leads are on board, give them a simple plan to find and prioritize the best opportunities. Move from ideas to a concrete, data-backed action plan.

Conduct a RevOps task and workflow audit

Ask your functional leads to map core processes and pinpoint bottlenecks. Where do people spend the most time on manual work? Where do the most errors happen? A focused audit will surface the hidden inefficiencies that are ripe for automation.

Common repetitive tasks in revenue operations include:

  • Lead and account routing
  • Territory balancing and assignments
  • Quota setting and adjustments
  • Data hygiene and CRM updates
  • Holdout policy management

Use this audit to automate GTM operations effectively.

Quantify the business case

Attach clear metrics to each pain point. How many hours are wasted per rep each week? What is the current lead response time and the revenue impact of improving it? What is the cost of manual errors in commission payouts?

AI-powered automation can reduce errors by up to 90%, which protects trust and accuracy. For example, AppFolio quantified that they eliminated 15–20 hours of manual data work each month after automating their GTM structure.

A good business case gets you budget. It is that simple.

Where to start: High-impact AI automation for revenue teams

While every organization is different, a few areas consistently deliver fast, meaningful returns.

  • Automated territory and quota planning: Move beyond static spreadsheets. AI-powered tools can analyze historical data, market potential, and rep capacity to design balanced territories and set equitable, attainable quotas. Fullcast Plan automates this entire cycle to keep your GTM plan fair and effective.
  • Intelligent lead and account routing: Speed-to-lead drives conversion. Automated routing assigns every inbound lead and account to the right rep instantly and accurately based on territory, segment, or custom rules. It is a key lever for improving RevOps efficiency and speeding deals.
  • Automated GTM policy enforcement: Your GTM plan only works if you enforce it. Automation can apply complex rules like holdout policies, data hygiene standards, and SLAs directly in your CRM. Using territory-based routing is a clear example that keeps your sales plan and daily execution aligned.

Start where impact shows up fast, create visible wins, and use that momentum to scale.

Foster a culture of continuous improvement

AI automation is not a one-time project. Make finding and fixing inefficiencies part of team meetings and one-on-ones. Celebrate automation wins to show the value and inspire others.

The goal is simple: free your team from predictable, repetitive work so they can focus on the human tasks that drive growth. On The Go-to-Market Podcast, host Amy Cook and Dave Boyce put it well: “Automate the predictable so you can humanize the exceptional.”

This shifts the focus from cost-cutting to value creation. For instance, Degreed consolidated four different routing tools into one automated platform with Fullcast, showing how culture and technology can move together.

From challenge to action with a revenue command center

Challenging your functional leads to automate workflows is the first step. The next step is connecting your go-to-market plan to automated execution. If territory designs, routing rules, and commission models live in separate tools, you trade one kind of manual friction for another.

This is where a unified platform helps. Fullcast is an end-to-end Revenue Command Center built to remove the inefficiencies that slow growth. By integrating planning, performance, and pay in one connected system, we help revenue leaders execute the strategy outlined in this guide.

See how to bridge the gap between strategy and results. Watch our fireside chat to learn how to close the planning-to-execution loop and build a truly automated GTM engine.

FAQ

1. What is the primary benefit of process automation for revenue teams?

Process automation frees revenue teams from manual, repetitive tasks that slow down growth and are prone to human error. By taking over administrative burdens like data entry, lead routing, and activity logging, automation allows sellers, marketers, and operations professionals to dedicate their time to high-value activities that drive business results.

These strategic activities include building stronger customer relationships, personalizing outreach, analyzing market trends, and closing complex deals. This shift in focus not only boosts team morale and productivity but also directly contributes to increased sales velocity, higher conversion rates, and more predictable revenue growth.

2. How should organizations think about automation strategically?

Organizations should frame automation as a core strategic advantage for growth, not just a tool for improving internal efficiency. While cost savings are a benefit, the true strategic value lies in creating a more agile and intelligent go-to-market engine. Top-performing organizations use automation to increase the speed and precision of their commercial motions, allowing them to scale operations without proportionally increasing headcount.

This means they can enter new markets faster, deliver a more consistent customer experience, and adapt quickly to changing conditions. Thinking strategically means prioritizing automation projects that directly support key business objectives like revenue growth, market share, and customer retention.

3. What’s the difference between automating single tasks versus entire workflows?

Automating a single task addresses one specific action, such as logging a call or sending a follow-up email. Automating an entire workflow, however, connects and streamlines a series of related tasks to achieve a larger business outcome.

For example, a complete lead management workflow could automatically capture a lead, enrich it with third-party data, score it based on fit and intent, route it to the correct sales rep, and schedule the initial outreach task. The most significant value comes from this workflow-centric approach, as it eliminates manual handoffs, reduces delays between steps, and creates a seamless operational flow across different teams and systems.

4. How do I build a business case for automation initiatives?

Functional leads can build a compelling business case for automation by clearly demonstrating the cost of inaction and the potential return on investment. This process involves several key steps:

  • Identify and Document: Begin by pinpointing the specific manual processes that are slow, error-prone, or frustrating for your team. Document every step involved to understand the full scope of the inefficiency.
  • Quantify the Impact: Translate these inefficiencies into concrete data. Measure metrics such as the total employee hours wasted per week, the average lead response time and its effect on conversion rates, and the financial cost of manual errors or compliance issues.
  • Project the ROI: Forecast the potential gains from automation. This includes direct time savings, projected increases in revenue from faster sales cycles, and cost reductions from eliminating errors.
  • Present the Case: Package this data into a clear proposal for stakeholders, highlighting how the investment aligns with broader company goals for growth and operational excellence.

5. Why does automation help with account targeting precision?

Automation enables organizations to achieve a level of precision in account targeting that is nearly impossible to achieve manually. Instead of relying on static lists or intuition, automated systems can analyze vast amounts of data in real time to identify best-fit accounts.

These systems can enrich company data from multiple sources, score accounts based on complex criteria like technology stack or recent buying signals, and automatically surface the highest-potential targets for sales teams. This precision makes logo acquisition significantly more efficient by ensuring that sales and marketing efforts are focused exclusively on ideal customer profile (ICP) accounts that are most likely to convert, retain, and grow.

6. What cultural shift is needed for successful automation?

Successful automation requires a cultural shift that embraces continuous improvement and empowers employees to eliminate inefficiency. This means moving away from a mindset of “this is how we’ve always done it” and toward a constant search for better, smarter ways to work. Leadership must champion the idea that automation is a tool to augment human capabilities, not replace them.

The goal is to free people from predictable, repetitive work so they can focus on exceptional, high-value tasks that require creativity and critical thinking. This culture encourages teams to proactively identify automation opportunities, collaborate with operations to build solutions, and view technology as a partner in achieving their goals.

7. How does automation improve data accuracy and trust?

AI-powered automation significantly improves data accuracy by reducing the human errors inherent in manual processes. Manual data entry, for example, often leads to typos, inconsistent formatting, and duplicate records, eroding the integrity of an organization’s CRM. Automation standardizes how data is captured, enriched, and updated, creating a reliable single source of truth.

This is critical for maintaining trust across all revenue operations, from marketing analytics to sales forecasting. With cleaner, more reliable data, leadership can make strategic decisions with greater confidence, and go-to-market teams can operate more effectively, knowing the information they depend on is accurate.

8. What does “automate the predictable so you can humanize the exceptional” mean?

This principle is about using technology for its strengths and freeing people to use theirs. “Automate the predictable” refers to handing over routine, rule-based, and repeatable tasks to software. This includes work like data entry, scheduling, lead assignment, and generating standard reports.

“Humanize the exceptional” is what happens with the time that is freed up. It allows team members to dedicate their expertise and energy to complex, relationship-driven work that requires judgment, empathy, creativity, and a personal touch.

For a sales rep, this means less time on administrative tasks and more time building rapport with a key stakeholder, navigating a complex negotiation, or creatively solving a unique customer problem.

Nathan Thompson