Jan 24, 2025 · 1h 12m · news
Carlos Delatorre, CRO @Harness: Why Every Sales Rep Should Do Pipeline Generation | E1251 · 20VC with Harry Stebbings
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Carlos Delatorre, Chief Revenue Officer at Harness, joins Harry Stebbings to dissect the operational and psychological mechanics of high-performing sales organizations, outlining why every sales representative must master self-sourced pipeline generation. Rejecting traditional sales myths, Carlos provides a masterclass on scientific hiring, milestone-driven onboarding, and structured outbound prospecting cadences to build predictable, scalable GTM engines.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Harry holds 18% of the talking time here. How this is scored →
Harry as informed peer 2.5 Guest teaching 3.6 Guest disagreement 1.4 Harry pushing back 1.8
speaking balance: gold is Harry, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 22:17 Carlos aggressively dismisses outbound death premise
When Harry brings up the popular belief that outbound sales in 2025 is dead, Carlos forcefully shuts down the premise, declaring 'That's crazy. That's crazy talk.'
Hardest push from Harry ▶ 36:42 Harry challenges rep unit economics liveHarry actively calculates rep sales unit economics on the fly, pushing back on whether booking only two cold meetings a week generates sufficient financial ROI to justify high rep compensation.
Biggest teaching moment ▶ 7:36 Carlos reframes interview question to DNA versus skillsCarlos politely corrects Harry's question design by stating he will answer the question he would have preferred Harry asked, leading Harry to eagerly adopt his candidate DNA evaluation taxonomy.
Harry holds his own ▶ 36:42 Harry demonstrates deep sales math fluencyHarry demonstrates strong financial domain expertise by immediately running full rep OTE and quota economics models in his head to test the validity of Carlos's prospecting benchmarks.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Harry as informed peer | Guest teaching | Guest disagreement | Harry pushing back | Why |
|---|---|---|---|---|---|---|
| Origin Story: Carlos’s Early Passion for Sales | 1 | 3 | 1 | 0 | Harry asks friendly conversational open-ended questions about Carlos's early sales career and whether sales is art or science. Carlos reframes the art vs science debate by stating art is simply what we call something before we understand its underlying science. | |
| The Fundamentals of Recruiting Sales Talent | 2 | 4 | 1 | 1 | Harry sets up an angel investor roleplay scenario about whether to hire a senior sales leader or junior reps first. Carlos immediately corrects the premise, advising an early-stage founder to hire individual contributor SDRs and act as the primary sales rep themselves. | |
| Hiring Criteria: Deal Size Experience and Candidate DNA | 2 | 6 | 2 | 1 | When Harry asks whether deal size or domain experience matters more, Carlos politely redirects the interview by stating he will answer the question he would have preferred Harry asked. Harry accepts the schooling enthusiastically, asking Carlos to explain his DNA vs skills methodology. | |
| The Hiring Challenge and Resolving Interview Panel Conflicts | 1 | 3 | 0 | 0 | Harry asks about testing candidate skills through case studies and why hiring panels clash. Carlos explains the validation 'challenge' process and attributes panel conflicts to interviewers indexing on their own personal strengths. | |
| The Power of Hubs: Why You Should Hire Reps in Pairs | 3 | 4 | 2 | 3 | Harry brings up Jason Lemkin's thesis on hiring reps in pairs to drive competition; Carlos agrees with the tactic but explicitly rejects Lemkin's rationale, citing attrition analysis at MongoDB. Harry pushes on why AEs should do pipeline generation if SDRs exist, leading Carlos to detail the risks of AE passivity. | |
| Time Allocation: The 35% Rule for Pipeline Generation | 3 | 4 | 2 | 2 | Harry cites Chris Degnan on rep meeting limits to question how reps balance time with cold prospecting. Carlos breaks down his 35% time allocation rule and insists that past prospecting experience is a non-negotiable hiring criterion. | |
| Debunking the Myth: Why Outbound and Cold Calling Still Work | 3 | 5 | 6 | 4 | Harry asserts that conventional wisdom considers outbound dead in 2025; Carlos forcefully shuts this down as 'crazy talk'. Harry continues to challenge Carlos on AI cold email saturation and questions whether Carlos is describing rare unicorn reps. | |
| Designing the Pipeline Generation Cadence: The Prep Phase | 2 | 4 | 1 | 4 | Carlos details his structured PG week, prompting Harry to interrupt and challenge whether asking sales managers to review target accounts is scalable. Carlos defends the practice, explaining it only takes an hour or two for experienced managers. | |
| Tuesday Action Day: Cultivating a Collaborative Prospecting Culture | 2 | 3 | 0 | 1 | Harry recaps the weekly prospecting flow and asks about Action Day. Carlos describes the culture of Tuesday PG sessions, emphasizing peer support and in-person energy over solitary cold calling. | |
| The Evolution of Prospecting: From Power Hours to Structured Cadences | 1 | 3 | 0 | 1 | Harry asks how prospecting cadences have evolved from older power hours and how to avoid gamifying PG metrics. Carlos explains why single power hours failed and targets 2 to 2.5 qualified meetings per rep weekly. | |
| Sales Rep Economics and ROI Ratios | 7 | 5 | 2 | 4 | Harry actively calculates rep unit economics live on air, challenging whether 2 meetings per week yield sufficient OTE coverage. Carlos points out missing revenue variables like expansions and partner leads, which Harry incorporates to revise his model. | |
| Addressing the Pipeline Shortage | 4 | 4 | 4 | 4 | Harry raises the common market complaint that pipeline is scarce. Carlos rejects the premise, claiming pipeline isn't lacking—ramped reps are. Harry pushes back on firing underperforming enterprise reps at 6 months when sales cycles last a year. | |
| Structural Training Modalities and Sequenced Onboarding | 1 | 3 | 0 | 0 | Harry asks about effective onboarding principles. Carlos details his sequenced learning framework, which breaks down core skills into sub-3-hour competencies spread across a 9-month journey. | |
| Rep Access to Customer Calls and Early PG | 3 | 3 | 1 | 3 | Harry asks when new reps should talk to customers, then notes that Carlos's institutional bootcamp model is too heavy for early-stage founders. Carlos agrees and reiterates that early startups should build enablement only after securing initial deals. | |
| Qualification Frameworks (MedPic) and Deal Reviews | 3 | 3 | 0 | 2 | Harry cites Mark Goldberger regarding qualification methodologies like MEDDPICC and asks how sales leaders address low team morale during prospecting slumps. Carlos highlights cultural adoption of MEDDPICC and proactive team communication. | |
| Verticalized vs. Horizontalized Sales Playbooks | 3 | 5 | 3 | 2 | Harry asks about verticalized sales playbooks using Navan as an example. Carlos distinguishes between vertical playbooks and verticalized rep teams, arguing that verticalizing reps for horizontal tech destroys meritocracy across territories. | |
| Churn Rates, Over-selling Seats, and the Future of Sales | 4 | 3 | 1 | 2 | Harry asks whether the SaaS market was inflated by over-selling seats and if discounting is used as a closing panacea. Carlos argues over-selling has mostly corrected and reframes discounting as useless for driving uncommitted buyers. | |
| Analyzing Slipped Deals as Learning Opportunities | 2 | 3 | 1 | 2 | Harry roleplays a rep reporting a slipped deal to test Carlos's management reaction. Carlos emphasizes extracting lessons from deal failures before transitioning to discuss his career experience as a first-time CEO. | |
| Hiring Mistakes: Lured by Relationships Over Skills | 1 | 2 | 0 | 0 | Harry prompts Carlos to share his biggest career hiring mistakes. Carlos candidly shares a story about hiring an expensive relationship seller from EMC who lacked fundamental outbound prospecting skills. | |
| How AI Will Reshape the Sales Rep Role | 2 | 2 | 0 | 1 | Harry asks about AI's impact on sales, common misconceptions about charisma, and in-person versus remote productivity. Carlos argues AI will increase rep productivity and strongly advocates for in-person sales teams. | |
| Structuring Account Management and Post-Sale Engagement | 4 | 4 | 2 | 4 | Harry cites Dave Kellogg's quote regarding farmers versus hunters and challenges Carlos on rep workload balance. Harry insists reps cannot simultaneously execute deep PG and post-sale account management, but Carlos disagrees and explains time-weighting. | |
| Quickfire Round: The Death of Coercive Closing | 2 | 4 | 3 | 1 | In a quickfire segment, Carlos declares high-pressure closing tactics dead, stating buyers buy and sellers merely create conducive environments. He illustrates extreme prospecting hustle with an anecdote about driving through a snowstorm with competitor hardware. | |
| Quickfire Round: Advice on Quality Over Quantity in Hiring | 1 | 3 | 0 | 0 | Carlos gives final advice on prioritizing candidate quality over hiring speed and describes Navan's strategic pivot into expense management during the onset of COVID lockdowns. |
Statements from this episode (53)
Early-Stage CEOs Must Personally Develop Sales Plays and Messaging
“I think for an early stage company, the CEO really has to develop the plays, figure out the message, at least that initial message.”
Carlos Delatorre: Salespeople Do Not Sell; Buyers Buy
“I don't believe salespeople sell. Buyers buy. All salespeople can do is create an environment that is conducive to that purchase decision.”
High Sales Performance Is Mostly Learned, Not Innate Charisma
“I think it absolutely can be learned. And I think when people say that someone is born a sales, a salesperson, usually what they're referring to is charisma and a big personality. And I don't know that those things are necessarily what makes a great salesperso…”
Carlos Delatorre: Sales Is More Science Than Art
“There are people who are savants, who are gifted, and there are people who can Connect dots that others don't see, but then others can follow, can learn, and can replicate those things, so I think it's more science than art, candidly.”
Carlos Delatorre: Past Sales Success Does Not Predict Future Performance
“A trap and a mistake that people make is Over rotating on what they have done in the past, and assuming that success in the past predicts success in the future.”
Founders Should Avoid Hiring a Sales Leader in the First Years
“Don't hire a leader yet. Hire individual contributor. At first just hire SDRs and you be the rep so that you get, I think for an early stage company, the CEO really has to develop the plays, figure out the message, at least that initial message.”
Prioritize Deal-Size Experience Over Domain Expertise When Hiring Sales Reps
“I would prefer experience with the type of deal over domain with the, unless the domain is so specific that it's going to take a lifetime. You know, if I'm selling some like, you know, molecular modeling technology and you have to be a biologist to understand …”
Evaluate Sales Hires on Unchangeable Persona DNA Before Skills
“When you're hiring the thing you can't change is the innate attributes, the DNA of the person. And so, that's where you should spend the most amount of time. Get to understand who that person is in, in, in the areas that they can't change.”
Hiring Sales Reps Without Challenger Company Experience Is High Risk
“I've spent almost my entire career at challenger companies. And so if you're going to disrupt a marketplace the risk associated with hiring someone that hasn't been at a challenger company is really, really high. So that one is a near non-negotiable.”
Hiring AEs Without Self-Sourcing Pipeline Experience Is a Non-Negotiable Risk
“Pipeline generation. Hiring AEs that have not built their own pipeline, that one is non-negotiable, because if they say they will, if they say they want to they just don't know how hard it is, or they don't remember, maybe they did it as SDRs a long, long time…”
Take-Home Interview Challenges Should Follow Establishing Candidate Conviction
“I'm a big advocate for at the end of the process. We call it a challenge. We have an event where they have a couple of days to go think about some questions, prepare a presentation and come back and present it. But that's more of a validation Around the decisi…”
Interviewers Index on Their Own Strengths, Creating Blind Spots
“I think it's human nature that we tend to index around our own strengths. When we see pieces of ourselves in someone else, I think it's very tempting to become enamored with that and then to miss other gaps.”
Isolated MongoDB Sales Reps Had a 4x Higher Attrition Rate
“At MongoDB, we hired a lot of people, and our attrition was higher than we wanted it to be, and so we did a lot of analysis on attrition, and what we found is that lone rangers, and we meant that meaning when we have a single employee in a You know, if we have…”
Two Reps and One Sales Engineer Is the Minimum Hub Size
“I'm a big advocate of hubs, and so I think at minimum you want two sales, if it's a company, if it's a product where you have a sales engineer, two sales people and a sales engineer, that's like the minimum profile for a hub.”
Account Executives Who Prospect Convert Non-AE Leads at Higher Rates
“If sales reps are doing the work to generate their own meetings and their own pipeline, man, when they get pipeline from their SDRs or from marketing or from partners, they'll treat it like gold because they know how much work and how hard it is to get that. A…”
Pipeline Volume Trumps Execution Precision in Sales
“Roughly excellence in pipeline generation equals excellence in sales. Someone who's got a massive pipeline that misses some things in the sales cycles, They're probably still gonna do very well. Someone that executes beautifully, but doesn't have enough pipeli…”
Account Executives Should Spend 35% of Time on Pipeline Generation
“Roughly a third of your time, so maybe 20% of your time, one day a week, is dedicated to just Outbound, you know, cold calling. And then there's another probably 10 to 15% of your time that is devoted to prep for the cold calling and follow up from the cold ca…”
Sales Reps Without Prospecting Experience Give Up When Cold Calling Gets Tough
“If they haven't done that and they haven't been in that lonely place, the likelihood that they are willing to make that 20th call is low. Even if they thought they were willing upfront, when they actually get into it, you have to have been through that journey…”
Outbound Cold Calling Remains the Most Effective Pipeline Generation Method
“Really the most effective means of pipeline generation is outbound cold calling.”
Two-Thirds of Sales Meetings Are Scheduled via Cold Calling
“Most meetings are set, like two thirds are set as a cold call.”
Fewer Than 10% of Sales Reps Excel at Pipeline Generation
“Less than 10%. It's elite. It is highly, highly correlated with elite salespeople that have the ability and the tenacity, the willingness.”
Monday Afternoon Is Optimal for Pipeline Generation Training
“Monday afternoons is a great time to do training, especially training that's related to PG skills.”
Carlos Delatorre Details His Structured Weekly Pipeline Generation Cadence
“Thursday we declare Friday and over the weekend we prepare. Monday morning we review the preparation, Monday afternoon we train, Tuesday we do PG all day, and then obviously throughout the week there's follow-up, there's harvesting, and then I love to do a wra…”
Single-Hour Sales Prospecting Blocks Are Ineffective for Sales Reps
“The problem with doing just an hour is you can easily go for an hour and never talk to anyone. And so, you know, it's, you need that positive reinforcement of a conversation, even if it's a conversation that doesn't land a meeting, because you learn from that,…”
Effective Pipeline Generation Yields 2 to 2.5 Meetings Weekly
“If someone is doing good PG, they should be able to on average get two meetings in a given week. Sometimes people will get more. Sometimes people will get less and they might get one or they might get zero and still they did a good job. It was just, you know, …”
Scaling SaaS Companies Should Target a 5:1 Sales Rep ROI
“Depends where you are in the journey. Early on, when product market fit isn't really good, yeah, it might be three to one. I think, you know, the rule of thumb, once you're scaling, you know, you want to be at five to one or better, for sure.”
Outbound Sales Models Break Down Below $50k Contract Sizes
“Certainly down to 50 K, maybe below 50 K probably, you know, starts to break down. Cause down to 50 K you know, your reps are gonna be earlier in career, and so their OTE is not as high.”
Waiting 18 Months to Fire Underperforming Reps Is Extremely Costly
“A lot of companies, You know, they, they'll, they'll start to worry about someone that hasn't sold at, you know, nine, 10, 1112 months, and so then they'll make a decision to part ways at 18 months. That's so expensive”
Carlos Delatorre Has Fired Sales Reps During First-Month Bootcamp
“We've parted ways with people at bootcamp. It was clear in their first month that, you know, we'd made a mistake and, you know, we apologize for that because we hired them. But why wait nine months and waste their time and waste our time and opportunity costs?”
Reps Landing Core Product Logos Early Are Highly Likely to Succeed
“Once somebody can land a new logo with the core product, the likelihood that they're going to be successful is very high, even though they don't have some of the advanced knowledge or the advanced skill.”
Harness Reps Set First Meetings Before Finishing Sales Bootcamp
“And so they can be on their, on the phone in the first couple of days on board, even before they go to bootcamp. They typically go to bootcamp maybe week three, four three, four or five. But they're on the phone even before, and then certainly at bootcamp, the…”
Delay Formal Sales Enablement Until Closing 10 to 20 Customers
“For a founder at a, you know, let's say a series, a company, I would get some really smart, hardworking you know, enthusiastic individual contributors and go build it. And you won't, and you'll be able to build your enablement after you've closed, you know, 10…”
MEDDPICC Is the Soundest Framework for Deal Qualification
“I'm a big fan of the MedPick methodology. I know you had Mark Goldberger on here. I think he talked about it. So that, I think, is the That's the soundest framework that I'm familiar with for deal qualification.”
Qualification Frameworks Succeed When Reps Use Terminology Peer-to-Peer
“The real beauty of operationalizing a qualification framework like MedPig, the real beauty of it is that any given sales rep who let's say is going through a deal review, they are learning the concepts in the context of this one deal, but then Now they know th…”
When Sales Teams Slump, Pause Work and Address Morale Immediately
“I think the best thing to do is just to stop. Let's all get in a room and let's talk about it. Let's talk about how we're feeling.”
Verticalizing Horizontal Sales Teams Hurts Meritocracy
“Verticalizing the sales force when you have a horizontal solution, I think cuts it cuts against meritocracy because there's typically going to be some verticals that are better than others.”
The SaaS Seat Churn Trough Is Mostly Behind Us
“I do think that a lot of that has worked through the system already. Companies that I'm, you know, a little closer to, I think most of that seems to be the trough, let's say is, you know, is behind us.”
The Transactional Enterprise Sales Rep Model Is Dead
“And I think the days of, you know, the big sales rep with the fancy suit that comes in and does the big deal and then walks off to another To another, you know, to another account. I don't think that's healthy, and I think those days are long gone.”
Price Discounting Fails to Create Non-Existent Deals in Enterprise Sales
“I think that using discount to close a deal that was not otherwise going to close, rarely works. Because if it's a considered purchase, There is either a champion that is willing to advocate for this purchase and advocate with the economic buyer for this purch…”
Slipped Sales Deals Must Be Attributed to Internal Team Failures
“Having a deal slip is a painful thing, and to have pain and not extract the learning is, is, is really, is to squander an opportunity. Pain is a great teacher or failures are a great teacher. And so if we revel in that pain and really analyze, we have to figur…”
GTM Leaders Should Reject CEO Roles Driven by Product Problems
“If a company is looking for a new CEO that means that there's a problem or a set of problems that need to be solved. Do whatever diligence you need to do to gain a high conviction that you understand what those problems are, and then Honestly, map your abiliti…”
Carlos Delatorre Lacked the Product Skills to Succeed as CEO
“That was the challenge, frankly, that that I encountered in my CEO journey. I thought I was walking into a, to a situation where the primary you know, the problems were mostly go to market. And sure, there were opportunities for improvement in the go to market…”
Relationship Sellers Often Lack Cold Prospecting and Pipeline Building Skills
“And what I realized is that this individual lacked the skills to go build pipeline. He just didn't know how to do it. He was a relationship seller, a competent guy, a hardworking guy, but the skills to actually go and call a stranger and deliver a value prop a…”
AI Will Automate Sales Research and Prep Work
“I think AI will automate a lot of the research, a lot of the prep work.”
AI-Supplemented Onboarding Will Reduce Sales Rep Attrition
“I think we'll also see attrition rates come down because we'll be able to use AI to supplement onboarding.”
In-Person Sales Teams Are Far More Productive Than Remote Teams
“A hundred percent. No question about it. Absolutely. They learn faster. They, their morale is higher. If I'm having a bad day, but the person next to me is having a great day, that gives me hope, that gets me through the trough. And so yeah, they're absolutely…”
Account Managers Must Excel at Pipeline Generation
“Your account managers should also be excellent at pipeline generation because they're trying to get into other divisions, et cetera.”
Coercive Sales Closing Tactics Cause Customer Churn
“Closing. I'm a closer. I know how to just convince this idea that you can coerce a customer or do some psychological gymnastics to get someone to sign a piece of paper when they weren't actually intending to. First of all, if you do, that's a, that deal's prob…”
Challenger Brands Require Higher Caliber Salespeople Than Established Companies
“That's why when you are a challenger, you need a higher caliber of salesperson because you don't have the brand. As your brand gets bigger and bigger, either great salespeople become more productive or you know, you're able to get more junior or less talented …”
Better to Delay Hiring Sales Reps Than Hire Mediocre Talent
“You're going to have pressure to build the team quickly. Better to be late. Than to hire mediocre people.”