selling
Leading Next-Generation Sales Teams: The Mandate for Predictable Revenue
The sales landscape has fundamentally shifted. I keep reading posts and stories about AI replacing sales teams, and it may be for more commodity-type sales, but it will be some time before it replaces Enterprise sales teams. Building relationships and trust is the foundation for an executive to take a risk on your product, especially when it is critical to their success. AI is currently not at that level, and with behavior changing with every key release, building trust with an AI will be challenging for many years to come. But today, AI can be a powerful enablement tool for your team when leveraged correctly.
Your prospects no longer need salespeople for information; they need us for Insight. They have done their research. They expect their time to be an investment, not a discovery exercise. Does your presence and knowledge project confidence and inspire trust? Does the prospect view you as someone interested in helping their business, or just someone trying to close a deal? Impress them, and you could earn the opportunity to dig deeper. Disappoint them, and good luck trying to recover.
Two years ago, I was selling to a Fortune 100 Financial Services company. I understood their business needs, which we easily achieved. We demonstrated that we could take a key manual process that typically took 7 weeks to complete, automate it and maintain full compliance, and complete the task within 10 minutes. The SVP told me his priorities for selecting any new vendor were: 1 – Company Stability; 2 – Relationship with the Vendor; 3 – Product Quality; 4 – Product Value to their business; and 5 – Total Solution cost. Prior to selling their IP, the company fired the sales team, and the remaining execs went in and offered the deal at an even greater discount. It never sold because the executive team did not understand what was important to this buyer. The company had a high-level relationship with the stakeholders, but lacked the trust and credibility that I had built over several months. This is one of the main reasons why I believe AI won’t take over Enterprise Sales anytime soon.
So, how do you get it right?
The question for every CRO or VP of Sales isn’t whether their team is busy, but whether their activity is revenue-focused and leads to predictable and scalable results. There is much money to be made by everyone, but following the same old tired formulas seldom works.
For leaders aiming to build next-generation teams that deliver zero surprises in the forecast, the approach must be recalibrated around three core pillars: Strategic Preparation, High-Agency Coaching, and Outcome Focused Messaging (“context.”) It is much more than cold calling for two hours a day or having 5-10 meetings per week. Things like that are important, but they are just activities if you are not targeting the right companies and people, or if your team blows it once you have found those people. This will be a significant cultural shift for many companies.
Strategic Preparation: From “Discovery” to “Insight”
When a prospect books a meeting, they are giving us one of their most precious assets: time. If we treat that time as a standard discovery call, we set negative expectations, which signals the lack of perspective (the ‘P’ in PIE) and perceived value. This isn’t theory—it’s the PIE framework (Perspective, Insight, Experience) I’ve used to sell large deals, turn around at-risk customers, and scale teams for many years.
The C-Suite Mandate: Accelerate deal velocity by focusing on specific quantifiable impact for your prospects, and increase win rates by targeting identifiable business pain.
- Come with an Understanding of their Market, Changes, and Competition. Before the first call, we must demonstrate that we’ve already invested time in understanding their operational constraints, their competitive pressures, and their budget priorities. The goal is to move the conversation immediately from the tired, “What keeps you up at night?” to “We have seen [problem] with companies in your industry. Is that something you have experienced or have concerns about?”
- Long Discovery Calls or Presentations Typically Won’t Work. Customers are fatigued by generic questions. Every interaction must be purpose-driven and meaningful. If the call runs longer than planned, it must be because the conversation has become mutually valuable, not because we were ill-prepared and just keep talking.
- Discussions Must Be Targeted to the Problems They Are Most Likely Experiencing. This is where we leverage Insight (the ‘I’ in PIE). Use your background and AI to hypothesize the top three pain points before you dial. Our role is to validate these points, quantify the impact, and then introduce a Shared Vision of Success (our solution) anchored by measurable business outcomes.
Player-Coach: Enhancing Team Capabilities, Not Just Motivating Activity
If you are a sales leader who only focuses on closing your team’s most challenging deals, you are creating a dependency, not a capability. A Player-Coach must be accountable for the team’s numbers and its health.
The C-Suite Mandate: Drive organic growth by building repeatable processes and cultivating high-agency talent.
- Not a One Size Fits All Proposition. True coaching is not a template. It requires a methodical but human approach to diagnostics. That takes time, effort, and a genuine desire to help people grow.
- Identify Skills Gaps and Tailor Efforts. Test skills, identify gaps, and then create targeted efforts around building skills that address someone’s specific deficiencies. This personalized attention is how we build the high-performance culture and accountability required to sustain long-term success.
- Leverage the Team – Role Playing and Team Reviews. We must create a culture where knowledge sharing and feedback loops are the norm. Leverage team reviews and structured role-playing to sharpen execution. This is how we transform luck into a predictable process.
Give teams the latitude to adjust their messaging and test approaches. Adapt messaging to business trends, changes in the competitive landscape, and changing terminology. Then, have your team share their experiences and findings (good and bad) with the team to review, provide feedback, and refine. Structured agility helps your team maintain its competitive edge.
The Leadership Mandate: Context Over Content
We are past the hype cycle of AI. The C-Suite doesn’t care about the tool; they care about the ROI and the risk of poor execution. As leaders, we cannot just hand our teams a login and say, “Go use AI.” That’s a recipe for chaos and a quick erosion of professional credibility. We must lead by example.
We need to teach our teams that AI generates content, but humans generate context.
- Do use AI to deepen your understanding of the prospect’s industry so you can become a true consultant. Use the technology to gain understanding and market intelligence and tie it to your Experience (the ‘E’ in PIE) as preparation before any call.
- Don’t use AI to automate a thousand bad emails. Mass communication is cheap; individualized insight is priceless.
- Do use AI to research the one hundred prospects that actually matter. Focused efforts yield significantly better results.
- Don’t use AI to fake expertise. This leads to the quick death of credibility, as any good consultant will tell you.
The “Million Dollar Deal“ isn’t won by a bot. It’s won by a human who understands the nuances of the prospect’s business, builds trust, and navigates the internal structure and politics. AI is simply the tool that clears the path so you can do that work faster and with better data. AI is leverage, not a crutch.
Call to Action: Are You Building a Team or a Capability?
The next-generation sales leader understands that customer success is at the heart of everything we do. We win when they succeed. Your most valuable asset isn’t your pipeline—it’s the predictable capability of the individuals on your team. Consistently doing the right things is critical to success.
The challenge for every business leader today is this: Are you enabling your teams to sell like consultants, or are you still measuring them (and driving their behavior) on activity-based metrics? Focus on building intelligent and creative teams that deliver consistent results with zero surprises. It doesn’t happen overnight, but it is an investment in your future success.
Let’s discuss how we can implement the PIE framework and position your team to deliver scalable, organic growth in your organization.
Sales Discussions that Work
Selling is challenging work, and often, “we” (sales and marketing teams) make it even more challenging than it has to be. How many times have you seen a selling script, elevator pitch, or initial presentation that is long, boring, and undifferentiated? People have a short attention span, and nobody wants to interact with someone who does not listen to them or is pushy.
Your initial discussion is crucial to your success. Instead of going over a list of features, reading a slide deck, and telling why you and your product are so great, let’s try something else.
1. Understand why people buy. Any change has the potential to be difficult, risky, and painful. So, the pain they are facing has to be even greater, or they won’t bother changing. Your main job early on is to listen and try to understand their concerns. You may have a perfect solution, but if it doesn’t solve their pain, it holds little value to your prospect. This initial meeting is all about them.
2. At the start of the meeting, ask, “What would make this time well spent for you? What would you like to walk away from this meeting with?” Get them thinking about their problems and the value you may be able to provide, even if they don’t fully articulate them to you.
3. Ask questions and follow-up questions. People don’t lead with their significant issues, and someone unwilling to divulge anything likely isn’t a buyer. The more the prospect talks, the more you learn. So many sellers do not understand this simple concept. They want to dazzle you with features and demos – even if those things are not what the prospect needs.
4. Once you think that you have identified a pain, qualify and quantify it. For example, “You mentioned that your product release cycles are too long and complex. What is the business impact of that, and what would the impact be if you could reduce that time and effort by 50%?” Write that down, in their own words, because it could be vital later. If you manage to identify several pain points, review them and ask the prospect to identify the top three issues from the list, and ask why those three?
5. If you are giving a presentation, pull up the most relevant slide (customer problem/benefit slides work well here) and ask if this sounds similar to the problem they are facing. It can be a good starting point for getting the discussion moving in the right direction.
6. Don’t worry if you are not able to cover everything you intended, as long as the meeting is productive. I’ve also seen salespeople cut someone off and move on to a new slide rather than discussing something of substance. I was actually told once by a sales leader that five minutes of discussion is all that is required in an initial 30-minute meeting, because our goal is to pique their interest. That just doesn’t work.
7. Next steps. Keep in mind that your time is valuable, and qualifying out a prospect who is not a good fit is essential – it helps you avoid false hopes and lets you focus on people who might genuinely need your help. There are many ways the next meeting could go, but it’s best to ask the prospect. Would they like to expand the audience? Is there a specific issue they would like to address? Would they like a product demo or a technical discussion? Is something like a non-disclosure agreement (NDA) keeping them from opening up? Lack of engagement on their part is a huge clue. Be direct and ask the tough questions now to avoid wasting valuable time and effort later.
Here is a mini success story. In 2010, my team and I began selling the first commercial vector high-performance analytics database. There were several products already out that claimed to be 70x-100x faster than other products. Our pitch was supposed to be that we were 70 times faster than other products. That was self-limiting from the start and likely prevented people from contacting us.
After two months of minimal success (I closed a deal with a small hedge fund, which was the only sale in all regions), we started a weekly webinar called “Why Fast Matters.” The focus was on positive business outcomes rather than specific technology and features (“speeds and feeds”). We opened with some “What if?” statements, such as: What if you get answers from complex queries faster than your competitors? What if you could do that without the cost, complexity, delays, and limitations of a Star Schema or pre-aggregated data? What if you could do this on commodity x86 hardware? We would then briefly cover the breakthrough technology (which was a precursor to Snowflake) and offer a free half-day meeting with a consultant.
Within the first two weeks, we met with a company that was later acquired by PayPal shortly before eBay acquired PayPal. This company was about to spend $500K on a proprietary hardware expansion that would have only provided additional capacity for the following year. Their customers bought advertising based on queries against the last six months of their data. I asked the question, “What if they could query against five years of data and get answers faster than they do today? Do you think that would help them buy more advertising? Do your customers ever ask for this?” The response was that their customers frequently ask for 12 months of data and would be willing to pay more for these capabilities. Still, they did not have a way to do this cost-effectively.
I closed a $250K ARR subscription deal in two weeks, and they purchased $140K of commodity Dell hardware for our software to run on. They saved 20% over their planned purchase, and more importantly, they rolled out advanced querying capabilities (against six years of data) in less than a month. There was incredible value to them and their customers, and it generated more business for them. We would not have identified this need if we had primarily focused on features and technology.
As an aside, I was initially chastised for going off message, but after the Australian team adopted our approach and began closing deals, it became the new corporate standard. If something isn’t working, focus on finding ways to improve it. Even incremental change can be meaningful.
In the words of Tony Robbins, “If you do what you’ve always done, you’ll get what you’ve always gotten.”
Sales Success for the Individual Contributor
Let’s start with two of my favorite personal quotes:
“Luck is what happens when Preparation meets Opportunity.” – Seneca, Roman Philosopher.
“Become the person who would attract the results you seek.” – Jim Cathcart, Author of “Relationship Selling”
Why are those quotes important? Because they point out that you are responsible for your own success.
Great companies with great products or services and great management teams make it much easier to be successful, but anyone who is prepared, curious, focused, motivated, and has a system they follow can succeed anywhere.
My experience has shown the following to be true:
- You are unlikely to succeed without preparation and understanding of your prospects, their customers, and their competition. This understanding provides the foundation for asking relevant questions to understand the real need and effectively qualify a deal in or out.
- Most sales occur because a Product or Service solves real and immediate business problems or ties into strategic business initiatives.
- Your early goals should be around getting the meeting, having real discussions, understanding problems from your prospect’s perspective (including the terminology they use to describe those problems), and helping them describe what success “looks like to them” and why that is important (logically and emotionally). At this stage, you are learning and positioning, not selling.
- Deal qualification is an essential skill that enables you to focus your time and efforts where you are most likely to succeed. The faster you can “qualify out” a prospect that is not a good fit, the better it is for you and that prospect. Eternal optimism is not a plan for filling your pipeline.
- If you have a supporting team, ensure that everyone understands the situation, their role and contribution to success, and what you want them to focus on. Never assume that things will just fall into place on their own.
- Have a repeatable process to track activities, measure progress, and identify the best next steps. Remember, “To measure is to know.” (Lord Kelvin)
- The sale is not over until your new Customer is happy. Become their internal advocate within your organization, and you will be rewarded with the customer’s trust, loyalty, and repeat business.
Ideally, your Sales Leadership Team has defined a Sales Strategy and created a couple of repeatable Sales Plays and compelling supporting materials such as Success Stories; Case Studies; ROI and TCO charts; brief but targeted Demos; and realistic Product Comparison information for internal use. These become the foundation for repeatable and scalable success.
But, if that is missing, collaborate with your peers, seek guidance from your leadership, and get creative. Remember, you are ultimately responsible for your success, so don’t allow things to become excuses or a crutch. In the words of the Buddha, “There are three solutions to every problem: Accept it, Change it, or Leave it.”
To help ensure success, you will need to follow a Sales Methodology. Here is a link to a good high-level overview from Spotio.com. I’ve used several and there are pros and cons to each. None of them effectively addresses the successful progression from:
- Initiation, Understanding, and Qualification.
- Defining a compelling Solution and successfully positioning it against the competition.
- Closing the Sale is an area in which many salespeople fall short.
The sales methodology that I personally believe is one of the easiest to use and most effective is MEDDIC. It is a Deal Qualification process, which is more encompassing than a simple Lead Qualification approach. The biggest blind spot is that it fails to address these four key areas:
- Influencers within a buyer’s organization. Knowing who these people are and their biases will allow you to direct various resources towards each and ideally provide a multi-threaded approach for each deal.
- Incumbents and the sentiment towards those vendors and their products. This is key to not wasting time on an opportunity you would unlikely win.
- Related/Adjacent needs. Being able to tie success to multiple areas provides leverage and increases the value of your solution.
- Timeline/Urgency. This allows you to work backward from milestone dates for efforts like typical lead times for Legal and Purchasing, Integration Testing, QA/QC, Training and Documentation, etc.
Being prepared, creating a common vision of success based on the outcome rather than the approach, being responsive, and developing relationships and trust based on knowledge and a desire to help are easy ways to differentiate yourself from many lesser salespeople. Invest in your skills, set aggressive goals, and always hold yourself accountable for success.
Do this and you will become part of the 20% of any sales team that ‘moves the dial.’
What are you Really Selling? (hint – solutions)
It is interesting to see Sales and Marketing people still focusing on features, performance, cost, and even value without creating a linkage to what that means to a company from a business perspective. Once you understand what your prospect is buying and why they need it, you can connect with them meaningfully to increase your win rate.
A sales adage from the 1940s (source) asserts, “No one wants a drill. What they want is the hole.” Today, that basic understanding of why people and companies buy is often lost in sales and marketing messages. Sales success is all about solving problems and satisfying needs.
Several years ago, my team and I were selling a new Analytics Database that was genuinely different. Still, our message was identical to every other database vendor – “70% – 100% faster than every other product.” It is nearly impossible to differentiate your product using a non-differentiated message. Don’t treat your product or service as a commodity if it is not one.
I flipped the messaging to focus on business needs. We created a weekly webinar focused on Why Fast Matters. Query response time is important, but responsiveness to customer needs and requests is essential. What if they did not need to wait a week or two to have new indexes created or a month to have a Star Schema updated? They could just run queries as-is, maybe wait a minute instead of a second or two, and have what they need then and there. That message resonated; we sold the first 50% of that product globally. When the Australian team began using our messaging, their sales also increased. Funny how that works.
Effectiveness is all about results and intended outcomes. Efficiency is about achieving those results with the least time and effort invested. It doesn’t mean that we are looking for a lazy approach to find a win. Instead, it is about identifying repeatable patterns that circumvent unnecessary activities, accelerate the sales cycle, and minimize related costs.
The way to help yourself understand what you are selling is to view things from your prospect’s perspective. What struggles are they likely facing? Where are the greatest opportunities to help their type of business? Are you analyzing data to attempt to assess their unmet needs? Your insight can become a huge differentiator, especially if you can teach them different and better ways to do something (ala the Challenger Sales Model).
What is the difference between your prospect company and its main competition? This analysis requires a general understanding of the problem space and a more specific understanding of the prospect company, its history, and 2-3 main competitors. It also requires an honest account of how your company and products compare to the competition so that you can play up your strengths and limit your investment in areas where the fit is not as good.
The next item to focus on is messaging. Below are a few examples from my career –
- Analytics & Big Data – The focus here is often on data volume, the currency of the data, speed of queries, cost, maintenance, and downtime. Those things become essential later in the sales discussion, but initially, companies want to know what problems their product or solution will solve.
- Some of my fastest deals sold because I demonstrated ways to make better decisions faster and/or identify minor problems before they had the chance to become major problems. Avoiding problems and unplanned outages were critical elements of the messaging.
- In one case, I closed a significant deal in less than three months by focusing on how a company could provide customers with five years of transactional data. Those customers could use the data to make better purchasing decisions in less time than it took the current system to analyze six months of data. Their sales increased after implementing this modernized system. Helping their customers make better buying decisions faster was the winning message.
- Embedded Products – While many companies focus on APIs, features, or cost per unit, I would focus on how the product I was selling made things better and easier to manage for improved Customer Support and Customer Satisfaction.
- I closed a $1.1 million deal in less than two months to a medical device company by focusing on the life cycle of those devices (often 10-15 years) and how their customers needed consistency from machine to machine. Consistency over time was the winning message here.
- After being approached by a Defense Contractor for a relational database product for a new Flight Simulator system, I changed the discussion to the complexity of flight control systems, the need to correlate 30+ operational systems in real-time, and the importance of taking a verbal command and translating it to specific commands for each related system. That led to selling a NoSQL product ideally suited for this complex environment. Letting our software handle the highly complex workload helped us win this deal.
- Consulting Services – These were not contracting or body shop services (commodities) but actual Business and Technical Consulting services with high visibility and impact. In these cases, expertise, experience, and having a track record of success in different but demanding scenarios provided confidence. These were often multi-phase engagements to prove our value before making a significant commitment.
- In a bid against two well-established competitors, we won a deal with a large Petroleum company worth nearly $500K. The proposal included information we uncovered about the system and use case and later verified with the prospect, a section on our people and past projects, and a high-level project plan with firm-fixed pricing. We won the bid, and I later discovered that our cost was $50K higher than the largest competitor and $100K more than the other competitor. The customer told me, “Your proposal demonstrated the understanding of who we are and what we need, and that confidence provided the justification to select your company and pay a premium to have the job done right the first time.”
- My first million-dollar deal was with a company where we demonstrated our ability to solve problems. They knew they needed assistance but were not exactly sure where. I created a “Pool of Days” concept that provided flexibility in the work performed (task, deliverables, and scheduling) but had minimum monthly burn rates and an expiration date to protect my company. The winning messaging this time was that flexibility and the ability to accommodate changing needs without introducing significant risk or additional cost were better ways to buy consulting services. This approach led to many other deals of a similar nature with other companies.
The common theme is helping companies solve their specific business problems from these examples. Even when technology was central to the message, focusing on better outcomes for that prospect and their customers was essential. Value matters, but positive results and better outcomes matter even more for purchasing decisions.
Nobody wants to be responsible for taking a chance on a new vendor and be responsible for a high-profile failure. Helping instill confidence early on makes a huge difference, and following through to successful implementation results in happy customers who become loyal customers who provide references and referrals.
Success starts with selling what you can do from a business perspective for your Prospects. You are solving their problems with solutions they need and avoid getting lost in the noise of the unfocused messaging from most of your competition.
Good Selling!
Doing it like Mike
My son is playing basketball this year (previously, he played football and soccer), and recently we went shopping for new shoes. Each store had pictures of Michael Jordan. I used to love watching MJ play with the Chicago Bulls. He was the epitome of skill and professionalism. To this day, he inspires me.
Some people are naturally talented but must still work hard to achieve their full potential. Hard work is an important aspect of being the best at anything, but it takes more than that. It takes doing things in a manner that allows you to continuously improve, as well as a positive mindset and a commitment to success. Once people reach that high-performance level, their jobs look easy, and they may even appear to be a “natural” – just like Mike. But that is just the tip of the iceberg.
Most of my career changes have been unplanned. Opportunities presented themselves, the job seemed interesting, and before I knew it, I was fully immersed in something related but different. The potential reward outweighed the real risk.
Many of these things have not come naturally to me. Each time I focused on understanding the requirements for doing the job well, then looked for examples of exceptional performance, and finally created a systematic approach that allowed me to measure performance and identify areas of improvement on an ongoing basis. From then on it was analyzing my results, thinking daily about even the smallest improvements, and then trying to do even better the next day.
Good enough was never good enough. Introspection can be challenging, so one thing that I have done is to take time to celebrate wins and intentionally focus on remembering how that feels. Those memories can be motivational in times of stress or frustration and help you get back on track quickly.
Sales have been a large part of my consulting management jobs since the mid-1990s, but it wasn’t until I owned my own company that this became a true priority. I ran across a good book, The Accidental Salesperson, by Chris Lytle. Back then, Chris Lytle had “MAX Training,” and a large part of their focus was increasing your “level” with regard to Prospect and Client relationships. The training was good and was complementary to systems like Miller Heiman.
What each of these systems do is help you prepare, plan, and execute to the best of your ability. And just like basketball, it takes practice to master. With mastery comes success and the illusion that something is easy (or you are lucky). The Seneca quote, “Luck is what happens when preparation meets opportunity,” is so true.
Regardless of the system used, what is most important is that you are trying to be the best at is to look at both positive and negative examples to see what you can learn from them. There are lessons to be learned everywhere! Understanding what makes it good or bad helps you improve as part of an ongoing improvement process.
Incorporating new tools and techniques into what has already been proven to work will help you improve your game. Returning to the sports analogy, this could be part of what made Michael Jordon so good. He would see something interesting, improve it, and then make it his own.
For example, I get many horrible sales calls and emails. The people have obviously not done any preparation, do not know anything about me or the company I work for, and often remind me of why I stopped listening to them by referring to the number of times they have tried contacting me. On the other hand, some talented sales professionals have done their homework, understand their products and the competition, and understand why what they are selling should matter to me – and can articulate that quickly and confidently. I will speak with them and occasionally buy from them. And in either case I provide my team with real-life examples of good and bad sales techniques.
So, think of the best example of whatever it is you do, and see what you can do to become more like them. This isn’t about imitation but rather about uncovering the secrets of their success and learning from them. And have some fun doing it!
Where Ideas, Experiences, and Lessons Learned Intersect 