What Questions to Ask Before Extending a Pilot

Extending a pilot program requires a clear justification, not just a default decision. Before committing more resources, ask specific questions about the pilot’s performance, user adoption, and strategic alignment. This structured approach helps determine if the pilot merits continuation, modification, or termination.

Many organizations fall into the trap of extending pilots indefinitely. This often happens without a clear understanding of why the initial timeline was missed or what new information justifies the extension. A pilot should have a defined end date and specific success criteria from the start. If those criteria are not met, an extension needs a strong rationale.

Why Pilots Get Extended (and Why It’s Often a Problem)

Pilots often get extended for reasons that do not always serve the business. Sometimes, it is due to a lack of clear success metrics. Other times, it is pressure from a vendor or an internal champion. Without a structured review, these extensions can become expensive holding patterns.

Common reasons for extensions include:

• Unclear success metrics: The initial pilot goals were vague or not measurable.
• Insufficient data: Not enough data was collected to make a conclusive decision.
• Technical issues: Unexpected bugs or integration problems required more time.
• Low adoption: Users did not engage with the tool as expected, needing more training or adjustments.
• Scope creep: New features or use cases were added during the pilot.
• Organizational resistance: Internal stakeholders were slow to adopt or provide feedback.
• Vendor promises: The vendor requested more time to demonstrate value.

Each of these reasons points to a potential flaw in the initial pilot design or execution. An extension should address these flaws directly, not just kick the can down the road. For more on this, see Why most AI sales pilots fail before they scale.

“An extended pilot without clear justification is a budget line item in search of a purpose.”

Core Questions to Ask Before Extending a Pilot

Before any extension, gather your pilot team, stakeholders, and vendor representatives. Use these questions to guide your discussion and decision-making.

1. Performance Against Original Objectives

The most fundamental question is whether the pilot met its initial goals. This requires revisiting the success metrics defined at the outset.

• Did the pilot achieve its stated objectives within the original timeline?
  • If yes, why is an extension needed instead of scaling or concluding?
  • If no, what specific objectives were missed, and why?
• What was the actual performance against each key performance indicator (KPI)?
  • Provide concrete data points. For example, “We aimed for a 15% increase in lead qualification rate, but achieved 8%.”
• Were the original objectives realistic and measurable?
  • If not, how will new objectives be defined for the extended period?
• What specific, quantifiable results did the pilot deliver?
  • Focus on tangible outcomes, not just activities.

2. User Adoption and Feedback

A tool’s effectiveness is limited if users do not adopt it. Understanding user experience is critical.

• What was the average daily/weekly active user rate among the pilot group?
  • Compare this to expected adoption rates.
• What is the qualitative feedback from end-users?
  • Collect feedback through surveys, interviews, and direct observation.
  • Are users finding the tool helpful, intuitive, or frustrating?
• What are the primary pain points or blockers to adoption identified by users?
  • Are these solvable with training, configuration, or product changes?
• Has the pilot group demonstrated a clear understanding of the tool’s value proposition?
  • Can they articulate how it helps them achieve their goals?
• What training or support was provided, and was it sufficient?
  • If not, how will support be improved during an extension?

3. Technical Stability and Integration

Technical issues can derail even the most promising solutions.

• How stable was the solution during the pilot period?
  • Document downtime, bugs, and performance issues.
• Did the solution integrate as expected with existing systems (e.g., your CRM, communication tools)?
  • Identify any integration gaps or data flow problems.
• What technical resources were required from our team to support the pilot?
  • Assess the burden on IT or operations teams.
• Are there any outstanding technical dependencies or blockers that need to be resolved?
  • Ensure these are addressed before extending.

4. Vendor Performance and Partnership

The vendor is a partner in the pilot’s success. Their performance is as important as the tool itself.

• How responsive was the vendor to support requests and feedback?
  • Evaluate their service level agreement (SLA) adherence.
• Did the vendor meet all agreed-upon milestones and deliverables?
  • Review the original pilot plan and compare it to actual delivery.
• What level of proactive engagement did the vendor provide?
  • Did they offer insights, best practices, or solutions to challenges?
• Are there any concerns about the vendor’s long-term viability or commitment?
  • This is especially relevant for smaller or newer vendors.
• What are the proposed terms for an extension, and how do they compare to the original agreement?
  • Ensure any extension is mutually beneficial.

5. Financial Implications and ROI

Every pilot represents an investment. An extension increases that investment. For a deeper dive into financial considerations, refer to How to calculate the real ROI of a sales AI tool before you buy it.

• What was the total cost of the pilot, including direct vendor fees, internal resource allocation, and opportunity costs?
  • Provide a clear breakdown.
• What is the projected cost of the extension period?
  • Include all new fees, internal time, and potential training costs.
• What is the revised projected ROI for the solution, considering the pilot results and extension costs?
  • If the ROI has decreased, is it still acceptable?
• Are there alternative solutions that could deliver better value for the same investment?
  • Re-evaluate the market if the pilot underperformed.
• What is the opportunity cost of extending this pilot versus investing in another initiative?
  • Consider what else could be done with the same resources.

Here is a simplified cost comparison table for a hypothetical AI pilot extension:

This table shows how costs can escalate even for a short extension.

6. Strategic Alignment and Future Vision

A pilot should always align with broader business strategy.

• Does the solution still align with our current strategic priorities and roadmap?
  • Strategies can shift, making a pilot less relevant.
• How does this solution fit into our overall sales tech stack vision?
  • Does it create redundancy or fill a critical gap? For more on optimizing your stack, check out Sales tech stack consolidation: from 12 tools to 6 without breaking pipeline.
• What are the long-term implications of adopting this solution at scale?
  • Consider data governance, security, and scalability.
• Is an extension necessary to validate a specific hypothesis that was not fully tested?
  • Clearly define this hypothesis and how the extension will test it.
• What is the ultimate goal of this pilot, and how does an extension bring us closer to it?
  • Avoid extending just to avoid making a tough decision.

Making the Decision: Extend, Modify, or Terminate

After asking these questions, you should have a clear picture. The decision is rarely a simple “yes” or “no.”

Extend: An extension is justified if:

• The pilot showed strong potential but faced solvable, unforeseen challenges (e.g., minor technical bugs, initial user training gaps).
• New, critical data points are required to make a final decision, and the path to obtaining them is clear and time-bound.
• The vendor has demonstrated strong partnership and a commitment to addressing issues.
• The revised ROI remains compelling and aligns with strategic goals.

Modify: Sometimes, the pilot needs a significant pivot. This might involve:

• Changing the scope: Focusing on a different use case or a smaller user group.
• Adjusting the vendor’s solution: Requesting specific features or integrations.
• Revising success metrics: If original metrics were unrealistic.
• Implementing a new training or adoption strategy.

Terminate: Termination is appropriate if:

• The pilot consistently failed to meet key objectives despite efforts.
• User adoption is critically low, and the tool is not providing perceived value.
• Technical issues are persistent and difficult to resolve.
• The vendor relationship is poor, or they cannot deliver on promises.
• The solution no longer aligns with strategic priorities, or a better alternative has emerged.
• The projected ROI is no longer justifiable given the costs and risks.

“A pilot extension should be a strategic decision, not a default action.”

Structuring the Extension Period

If an extension is granted, it must be as structured as the original pilot.

1. Define New Objectives and Metrics: Clearly state what the extended period aims to achieve, with measurable KPIs.
2. Set a Firm End Date: Avoid open-ended extensions. A new, strict timeline is crucial. For guidance on setting timelines, see How to set a pilot timeline that sticks.
3. Outline Specific Actions: Detail what both your team and the vendor will do during the extension.
4. Establish Review Cadence: Schedule regular check-ins to monitor progress against new objectives.
5. Re-evaluate Resources: Confirm that the necessary internal and external resources are allocated.

A well-managed pilot extension can turn a near-miss into a success. However, an unmanaged extension can become a drain on resources and a source of frustration. By asking the right questions, you ensure that every decision about your pilot programs is data-driven and strategically sound. This rigor is essential for knowing how to know when to scale a pilot company-wide or when to cut your losses.