5 Trends Shaping Planning and Incentives in 2026

In 2026, uncertainty will disrupt your organization unless you build for it. Successful sales compensation teams are responding by leaning into agility to manage shifting objectives and adapting to evolving market conditions.

Traditional planning models weren’t built for this level of flux. Annual plans crack under midyear pivots. Static quotas lose credibility. And incentive programs designed for stability struggle to motivate when priorities keep moving. The result is planning whiplash for leaders, finance teams, and especially sellers.

Looking ahead to 2026, the question is no longer how to return to certainty, but how to design planning and compensation systems that stay effective through change. 

In a recent webinar, we sat down with three industry experts to explore the trends shaping planning and incentives in 2026:

• Lindsey Bly, Sr. Director, Product Marketing, CaptivateIQ 
• Brandon Farb, Director of Sales Planning & Compensation, Allstate
• Saxton Archer, Founder, Apex Compensation

Together, they offer a clear view into how modern teams are rethinking incentives to stay aligned, resilient, and effective in an uncertain world.

Trend #1: Incentives move from tactical to strategic

In a potentially volatile planning environment, incentives can no longer function as a back-office mechanism. They’re becoming a primary lever for steering behavior quickly, intentionally, and in step with business strategy.

Lindsey: Incentives themselves are built to drive behavior. They are inherently strategic, but what we see so often is that teams are so mired in the day-to-day that they lose sight of the overall strategy.

Teams want to get back to the strategy. In 2026, that shift isn’t optional. Teams need to be strategic in order to keep up with an ever-changing landscape.

The other thing that’s pushing us toward this prediction is that there’s more automation and more accessible data than ever before. We believe teams are now able to pull out of tactical work and operate more strategically because of these tools and technology.

Brandon: Planning cycles have gotten a lot shorter. Roles are evolving faster, and incentive dollars are tightening. Comp plans can’t just reward outcomes after the fact. They need to reinforce strategic behavior in real time.

If you don’t make time to be deliberate about strategy, you may end up driving behaviors that affect the wrong outcomes, blowing your expense plan out of the water or attracting the wrong type of customer.

[BLOCKQUOTE
| Quote: Comp professionals need to tie incentives to where the business is going, not where it’s been.
| Author: Brandon Farb
| Title: Director of Sales Planning and Compensation, Allstate
]

Saxton: Comp teams can’t spend their days just keeping the wheels on anymore. If incentives fall even slightly out of sync with strategy, reps will feel that immediately. And once trust starts to crack, it’s incredibly hard to rebuild.

What does it mean to be more strategic? 

Being more strategic doesn’t mean adding complexity. It means engaging earlier, asking better questions, and keeping incentives anchored to the behaviors that matter most.

Saxton: Strategic comp teams show up earlier in the planning process. They’re in the room when quotas, territories, and capacity decisions are being made. They’re not handed a spreadsheet after everything is already decided.

They also ask better questions. Instead of asking, “What’s the rate?” they’re asking, “What behavior are we trying to create?”

Brandon: Teams need to be clear on the behaviors they’re trying to drive and work backward from there. Start at the strategic level, then figure out the mechanics. If you start at the ground level and try to work your way up, people can get lost in the design and lose clarity.

Sellers just want to know what to focus on and where to go, and then be trusted to run with it. Give them clarity, and let them earn.

Lindsey: It’s about seeing the forest through the trees.

Trend #2: Planning cycles and performance periods shorten

As uncertainty increases, long performance horizons become harder to defend. To stay responsive, comp teams are shortening planning and performance cycles, trading rigid stability for adaptability and predictability.

Lindsey: As market uncertainty goes up, performance cycles should come down to navigate that ambiguity effectively.

The past few years have been marked by teams scrambling to make changes they didn’t anticipate. What we’re seeing now is a clear shift away from once-a-year, set-it-and-forget-it sales cycles toward planning models that are more agile and responsive.

Saxton: I don’t have a single client planning an annual performance period for 2026. It’s wild, because that’s how I always used to design performance compensation.

[BLOCKQUOTE
| Quote: Pretending the world will behave nicely for twelve months is optimistic.
| Author: Saxton Archer
| Title: Founder, Apex Compensation
]

Shortening performance periods isn’t about creating chaos or changing things constantly. It’s about accepting reality. 

We’re seeing a lot more quarterly and even monthly performance periods, which give teams the flexibility to make adjustments throughout the year as conditions change.

Brandon: You can’t lock in a plan at the beginning of the year and hope it cooperates.

We’ve changed how often we pressure-test our plans. In the insurance space, there are market conditions, pricing shifts, regulatory concerns, tariffs, and broader economic uncertainty. Your plans simply have to be more agile.

Overall, we’re seeing a lot of variety in planning cycles. Some of our divisions are transitioning to quarterly cycles, with the option to move monthly as market conditions evolve. 

What are the potential challenges with shorter planning cycles, and how can you address them? 

Brandon: The challenge with shorter planning cycles is that they create more work for compensation and operations teams, like more analysis, more calibration, and more change management for sales leaders. Not every organization is ready for that level of rigor.

Change can lead to disruption, and some leaders struggle to get on board when the cadence starts to accelerate.

That’s why it’s critical to watch leading indicators, not just EOQ or EOM results (e.g., things like run rate to plan, conversion, retention, and early momentum). 

Saxton: Shorter planning cycles can mean more work if you don’t change how you operate alongside them. It’s important to build clear guardrails around when and how changes can occur.

That clarity helps internal partners understand what to expect and when, and it helps reps and sales managers feel more comfortable with the cadence and structure. Consistency is what preserves trust.

Lindsey: You don’t want agility to come across as uncertainty or indecision to the sales team. If it feels like you’re scrambling, you lose credibility fast.

Being explicit up front that you’re going to be more agile is critical. Make sure it feels intentional. You may be acting in sellers’ best interests, but that only matters if it comes through clearly.

Brandon: A colleague once told me, “The earlier you spot a miss in your planning cycle, the cheaper it is to fix.” And that’s not just about compensation expenses. It’s also about the cost of misaligned or ineffective incentives.

Saxton: Annual plans can still work. But if you’re going to stay annual, you need strong early-warning signals so you can adjust quickly, if needed. That means having the right reporting and analytics in place to surface issues as early as possible.

Trend #3: Bridging the gap between planning and incentives 

As planning becomes more dynamic, the line between planning and incentives must disappear. Teams that treat them as separate functions struggle to keep up, while those that connect them move faster, build trust, and drive desired seller behavior.

Lindsey: For how dependent planning and incentives are on one another, it’s surprising how many companies still treat them as separate functions. As compensation teams move to more agile processes, tight alignment between planning and incentives becomes critical.

Brandon: Both planning and incentives sit under my purview at Allstate, and that connection is powerful because it creates speed, accuracy, and a direct line from strategy to behavior.

I think of these functions as yin and yang. Strong planning should naturally lead to strong comp design. Planning defines what you’re trying to achieve; incentives define how you get people there. When those two are connected, sellers understand exactly which levers they can pull to hit their plan.

It also creates shared accountability. Everyone is driving in the same direction and understands how planning and incentives work together to drive performance. When they’re disconnected, finger-pointing tends to follow. Was the plan too aggressive? Was the comp design flawed? That confusion erodes trust.

There’s a huge benefit for sellers when these functions are aligned. It adds clarity, confidence, and focus around what success actually looks like.

Lindsey: We often frame this as an efficiency play, but the real impact is on the sales team. Alignment improves quality of life for sellers by reducing confusion and friction in their day-to-day roles.

So, where do planning and incentives fall out of alignment?

Saxton: Planning changes get made, and then comp is treated as something we’ll fix later. Reps don’t care about org charts or ownership. They just know the plan no longer reflects reality. One of the fastest ways to kill confidence is being paid perfectly on a plan that no longer makes sense.

Timing is another one of the biggest offenders. Teams start too late, rush execution, and either launch plans late, or fail to implement changes when they’re needed most.

Trend #4: Ramp becomes a productivity and efficiency lever 

Ramp is no longer just an onboarding phase. In 2026, it’s becoming a critical lever for productivity, efficiency, and seller experience.

Saxton: I’ve never talked about ramp as much as I have heading into 2026. There are a few clear reasons why.

People are realizing that ramp is one of the few levers that can improve efficiency and the rep experience at the same time, when done right. It sets the tone for a rep’s entire tenure.

When ramp is wrong, everything downstream breaks. To avoid that frustration, it’s far better to get it right the first time.

We’ve also seen layoffs, and many people are looking for new roles. High-caliber candidates are available, and many companies are shortening ramp periods because they expect those reps to get productive faster.

Brandon: Ramp is the No. 1 number one topic for us right now as we look to rapidly bring on new sales agents across Canada and the U.S. There’s no single right answer for how long ramp should be, but every decision has to be grounded in data.

The question is: how long does it take to reach repeatable success, and what inputs are required to get there? We’re running a lot of test-and-learn experiments across markets and roles. For example, if a shortened ramp leads to burnout or lower performance, then that ramp was too aggressive. If it’s too long, we may not be driving enough early productivity.

At the end of the day, a strong salesperson isn’t defined by how long they sat in ramp. They’re defined by their ability to build a network, manage their pipeline, and drive results.

Saxton: Ramp can’t be based on vibes. It has to be grounded in real data. Too many teams design ramp around what feels right, and that’s when reps get frustrated and programs break down. Using historical performance data is critical to setting realistic, motivating ramp expectations.

Trend #5: AI moves from hype to reality

After years of experimentation and skepticism, AI is finally crossing the threshold from curiosity to capability. In 2026, compensation teams are moving past the hype and applying AI where it delivers real, measurable value.

Lindsey: What we saw in the early days of AI was a lot of skepticism. That skepticism lasted longer in incentives than in many other functions, because when pay is involved, the risk is real. Getting a model wrong, introducing errors, or relying on hallucinations is costly. 

Now, we’re seeing a clear market shift. AI is moving from a nice-to-have to a need-to-have, driven in part by company-wide mandates requiring teams to figure out how to use it productively.

We expect increased use of predictive analytics and machine learning, which are particularly powerful in planning and incentives because of the volume and complexity of data. These tools can improve accuracy, scenario testing, and optimization.

We’re also seeing the emergence of agentic AI. We’ve rolled out agents in some of our products, shifting from AI tools that answer questions to AI that takes on real work and automates tasks.

We’re especially excited about vibe modeling, borrowing from the idea of “vibe coding.” In the near term, it looks like AI supporting model building through shortcuts and guidance. Longer term, that could mean building models using natural language. It’s a real superpower for admins and analysts.

Brandon: Today, we’re using AI primarily as an accelerator, not a decision-maker. It helps us summarize large data sets, speed up modeling, and run scenario tests far faster than we could manually.

AI gives us decision clarity and additional capacity, but we’re still making the final calls based on AI-accelerated models, market conditions, and human judgment.

If we were having this conversation in 2030, that might change. But for 2026, AI is guiding decisions, not making them.

Saxton: I’m a huge proponent of AI. I’ve spent a lot of time educating myself because I see the potential. And frankly, we’re all using it. If someone says they’re not, I don’t believe them.

I use AI primarily to eliminate tedious work. A lot of comp strategy involves documentation, like drafts, revisions, feedback, and back-and-forth with sales leaders. AI helps me generate first drafts, incorporate edits, and speed up that cycle.

I still do a full review and quality check, but it saves an enormous amount of time.

I also use AI for first-pass modeling, creating a wireframe of different approaches, then refining and building them out myself. And I use it as a sanity check on assumptions, best practices, and market data.

I think of copilots as really smart interns, because they’re still dependent on instructions. Agents are different. They initiate repetitive work on their own once you define the rules.

That’s where the real value is. AI will handle the technical, repetitive tasks, democratizing the function and freeing comp teams to focus on strategy instead of staying in the weeds.

[BLOCKQUOTE
| Quote: 2026 is shaping up to be the year AI truly moves from hype to reality, especially for back-office teams burdened with repetitive work.
| Author: Lindsey Bly
| Title: Sr. Director, Product Marketing, CaptivateIQ
]

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For more insights, watch the on-demand webinar, “2026 Predictions: 5 Trends Shaping Planning & Incentives.” 

If you’re interested in participating in one of the Multiplier Q&A features, reach out to us at multiplier@captivateiq.com.