Better forecasting accuracy is achievable – Here’s how
This article was originally published in Sales & Marketing Management.
The ability to accurately forecast results and behaviors has always been fundamental to business success. If a company can predict future outcomes, it will be able to leverage its skills and opportunities to increase revenue and make progress against its goals.
Greater predictability leads to more effective budgeting and planning so that leaders and teams can make decisions with greater confidence. For instance, if a company can accurately forecast the response of different demographics to its ongoing sales campaign, it can dynamically allocate resources to capitalize on these insights. This adaptive approach allows the business to optimize the performance of current campaigns and fine-tune the services offered, potentially opening pathways to introduce other products.
From a weekly to a quarterly to an annual scale, from market trends to supply chain visibility, predictions can help teams plan for success. This is always the case in business, but it is even more important today, as greater agility is needed due to changing circumstances.
What stands in the way of accurate sales forecasting?
Improving the accuracy of sales forecasts and building predictable revenue are top-of-mind challenges for chief revenue officers, and this pressure filters through the organization. So, what stands in the way? Why can’t teams find the predictability they need?Often, the problem comes from inaccurate assessments of deals. Sellers often do not correctly assess the size and the timing of the deals they have entered into their CRMs. They may not have adequately understood their clients’ needs or budgets.Another problem is misunderstanding signing authority. Often, a seller will misjudge the level of authority they need to close a deal. They’ve been talking to a mid-level leader who seems eager, not realizing that they will need stakeholder alignment and signoff from a senior executive in order to close. They may also need to get multiple peer executives to sign off on the purchase if the budget is not clearly owned by one buyer.A third issue that stands in the way of accurate forecasting is “super seller syndrome.”
How super seller syndrome hinders predictability
Super seller syndrome happens when sales leaders are promoted into their new roles not because they are great coaches but because they are themselves high achievers as sellers. The company needs sales, but the super seller may not have learned how to motivate, engage, and cultivate the introspection needed to effectively drive the team’s success.A team that prioritizes super sellers for promotions tends to suffer further down the road. Talent development stalls because leaders focus on selling rather than coaching, leading to a diminishment of other crucial skills like account planning, customer experience, and relationship management. Average sellers become disconnected, and trust disappears.
Make more accurate sales forecasts
People need strategies to create more predictability in their processes. This is especially true for sales teams and for the super sellers attempting to guide them.
Leverage AI for real-time coaching
AI is here for you now. It is a tool with broad applications and is getting safer and more advanced all the time. Sales teams can use AI in coaching and training situations to give sellers personalized, data-driven advice in a way that feels nonjudgmental and actionable. The advantages of real-time feedback are many. It can help leaders make their coaching more nuanced, help sellers gain control over deals, and turn customer insights into continuous learning opportunities.
Turn super sellers into super coaches
Selling skills don’t always translate into sales leadership skills. You can create greater forecasting accuracy by empowering leaders to develop the sales talent in their teams. This will include sales coaching, but it will also extend to communication skills, relationship management, the ability to use AI tools and integrate them into a CRM routine, and more.
Implement an opportunity summary sheet
A custom opportunity summary sheet can help sellers review and assess large and complex deals more accurately. Include technical, architectural, and service elements of the deal in the summary, and run this by the pre-sales team. Every deal at the proposal stage must then be examined by leadership to validate size, timing, negotiating points, and stakeholder signoff.
Build a culture of practice
Doing something more often creates a greater level of accuracy and predictability. A golfer who practices putting every day will develop an accurate sense of where the pin is and how hard she’s hitting the ball toward it. Practice the different sales stages — discovery, qualifying, negotiating — to give sellers opportunities to hone their skills in an accessible, low-pressure way.
Reward early, active CRM use
In some organizations, sellers wait until very late in the process to put deals into their CRMs. This may be due to an expectation of harsh feedback from leaders or an attempt to avoid the appearance of failure. A better way is to examine and encourage pipeline health at all sales stages. Sellers should learn lessons from losses, and the company needs to accept that if it is not losing, sellers are not taking necessary risks to grow the business.By addressing the factors hindering predictability, leaders can guide their teams toward success with visibility, clarity and purpose. The world is shifting as we speak. However, if teams can develop a culture of adaptability and togetherness, they will be able to spot the way forward.
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From top-down to judgment all around: The AI imperative for organizations
Each business revolution has reshaped not only how businesses operate, but how they organize themselves and empower their people. From the industrial age to the information era, and now into the age of artificial intelligence, technology has always brought with it a reconfiguration of authority, capability, and judgment.
In the 19th century, industrialization centralized work and knowledge. The factory system required hierarchical structures where strategy, information, and decision-making were concentrated at the top. Managers at the apex made tradeoffs for the greater good of the enterprise because they were the only ones with access to the full picture.
Then came the information economy. With it came the distribution of information and a need for more agile, team-based structures. Cross-functional collaboration and customer proximity became competitive necessities. Organizations flattened, experimented with matrix models, and pushed decision-making closer to where problems were being solved. What had once been the purview of a select few, judgment, strategic tradeoffs, and insight became expected competencies for managers and team leads across the enterprise.
Now, AI is changing the game again. But this time, it’s not just about access to data. It’s about access to intelligence.
Generative AI democratizes access not only to information, but to intelligent output. That shifts the burden for humans from producing insights to evaluating them. Judgment, which was long the domain of a few executives, must now become a baseline competency for the many across the organization.
But here’s the paradox: while AI extends our capacity for intelligence, discernment, the human ability to weigh context, values, and consequence, is still best left in the hands of human leaders. As organizations begin to automate early-career work, they may inadvertently erase the very pathways and opportunities by which judgment was built.
Why judgment matters more than ever
Deloitte’s 2023 Human Capital Trends survey found that 85% of leaders believe independent decision-making is more important than ever, but only 26% say they’re ready to support it. That shortfall threatens to neutralize the very productivity gains AI promises.
If employees can’t question, challenge, or contextualize AI’s output, then intelligent tools become dangerous shortcuts. The organization stalls, not from a lack of answers, but from a lack of sense-making.
What organizations must do
To stay competitive, organizations must shift from simply adopting AI to designing AI-aware ways of working:
- Build new learning paths for judgment development. As AI replaces easily systematized tasks, companies must replace lost learning experiences with mentorship, simulations, and intentional development planning.
- Design workflows that require human input. Treat AI as a co-pilot, not an autopilot. Embed review checkpoints and tradeoff discussions. Just as innovation processes have stage gates, so should AI analyses.
- Make judgment measurable. Assess and develop decision-making under ambiguity from entry-level roles onward. Research shows the best learning strategy for this is high-fidelity simulations.
- Start earlier. Leadership development must begin far earlier in career paths, because judgment, not just knowledge, is the new differentiator.
What’s emerging is not just a flatter hierarchy, but a more distributed sense of judgment responsibility. To thrive, organizations must prepare their people not to outthink AI, but to out-judge it.
BTS acquires Nexo to strengthen its position in Brazil and Latin America
P R E S S R E L E A S E
Stockholm, May 5, 2025
STOCKHOLM, SWEDEN – BTS Group AB (publ), a leading global consultancy specializing in strategy execution, change, and people development, has agreed to acquire Nexo Pesquisa e Consultoria Ltda., Nexo, a boutique consulting firm headquartered in São Paulo, Brazil.
Nexo has been growing continuously since it was founded in 2017. With revenues of approximately 12 million Brazilian Reales (approx. 2.1 million USD) in 2024, and a highly capable team of 21 members, Nexo has built a strong reputation for delivering transformative projects in strategy, innovation, leadership, and culture.
Nexo collaborates with a great portfolio of clients across sectors such as financial services, consumer goods, and technology, assisting both local and global companies in navigating uncertainty, unlocking creativity, and activating strategy through people. Their work encompasses culture transformation, leadership development, employer value proposition, innovation culture, and vision alignment – supported by proprietary methodologies and frameworks.
BTS currently operates in Brazil servicing both local and multinational clients with a team of 13 employees. By acquiring Nexo, BTS not only increases the Group’s footprint in Brazil but also adds significant capabilities in culture and transformation services. Nexo’s client base has limited overlap with BTS, creating strong growth potential and synergy opportunities.
“Nexo is known for helping leaders and organizations tackle some of the most complex, human-centered challenges with creativity, empathy, and strategic clarity and the Nexo team is loved by their clients,” says Philios Andreou, Deputy CEO of BTS Group and President of the Other Markets Unit. “Their products and services complement and elevate our existing offerings, especially in culture transformation, and we are thrilled to welcome the Nexo team to BTS.”
“We’re excited to join BTS. We’ve long admired BTS’s approach and unique portfolio to support large organizations and leaders in connecting strategy with culture across the organization,” says Andreas Auerbach, co founder of Nexo. “Becoming part of BTS, allows us to scale our impact and bring more value to our clients while staying true to our values and culture,” adds Mariana Lage Andrade, co-founder of Nexo.
Upon completion of the transaction, Nexo’s business and organization will merge with BTS Brazil. Nexo’s founders will assume senior management roles in the joint operation.
The acquisition includes a limited initial cash consideration. Additional purchase price considerations will be paid between 2026 and 2028, provided Nexo meets specific performance targets. A limited portion of any such additional purchase price considerations will be paid in newly issued BTS shares. The transaction is effective immediately.
BTS’s acquisition strategy continues to focus on broadening our service portfolio, expanding our geographic reach, and enhancing our capabilities to support future organic growth in a fragmented market.
For more information, please contact:
Philios Andreou
Deputy CEO
BTS Group AB
philios.andreou@bts.com
Michael Wallin
Head of investor relations
BTS Group AB
michael.wallin@bts.com
+46-8-587 070 02
+46-708-78 80 19
High-performing teaming
Work today is too complex for individuals to succeed in isolation. Almost every critical decision, innovation, or transformation depends on teams working effectively together. Leaders rely on their teams to deliver results. Teams, in turn, rely on their leaders to create the conditions where performance is possible. This exchange, what leaders need from their teams, and what teams need from their leaders, sits at the heart of what we call teaming.
When teaming is strong, leaders get what they need from their teams [creativity, resilience, execution] and teams get what they need from leaders [direction, support, and the conditions to thrive]. It’s how strategy becomes action, how uncertainty becomes opportunity, and how businesses stay competitive in a fast-changing world.