Lessons from scaling Ramp | Sri Batchu (Ramp, Instacart, Opendoor)
Shree Bachu, Head of Growth at Ramp (fastest-growing SaaS/fintech), discusses Ramp's growth strategies, team structure, and how they operationalize velocity. He shares insights on early tactics, prioritization frameworks, and North Star metrics.
Deep Dive Analysis
19 Topic Outline
Sri Batchu's Background and Ramp's Hypergrowth
Early Growth Strategy: Cap Table as a Growth Lever
New Customer Acquisition vs. Customer Expansion
Ramp's Data-Driven Approach and Growth Engineering
Growth Team Structure and the 'Skunk Works' Team
Operationalizing Velocity and Employee Engagement
Leveraging PR and Fundraising for Growth
Building a Repeatable and Scalable Growth Engine
North Star Metrics and Translation Layers
Ramp's Personal Email Signup Policy
Defining Success Metrics and User Escape Velocity
Payback Period vs. CAC for Measuring ROI
Sequencing B2B Growth Channels
Experimentation: The Importance of Failing Conclusively
Ramp's Growth Tool Stack
Strategies for Hiring and Retaining Top Talent
Compensation Philosophy for High Performers
Applying the MECE Framework for Problem Solving
Lightning Round Insights
13 Key Concepts
Cap Table as a Growth Strategy
This strategy involves getting a large number of early-stage founders and influential operators onto a company's cap table as investors. These individuals and their companies often become initial customers, providing a strong reputation and early customer base, particularly within the tech community.
Growth Engineering Team (supporting sales)
A dedicated engineering team focused on enhancing sales efficiency by leveraging technology and data. Their responsibilities include adjusting third-party data, using AI to automate workflows, prioritizing leads, crafting messaging, and drafting potential responses for the sales team.
Skunk Works Team (Ramp)
A small innovation team within Ramp's growth organization that focuses on cross-channel experimentation and exploring new, often smaller-scale, growth initiatives. This includes testing new online platforms like TikTok and Reddit, and improving referral experiences.
Bias to Action / Reducing Cycle Time (Ramp)
A core cultural principle at Ramp emphasizing quick decision-making and immediate execution, often measured in days rather than weeks or months. This is reinforced by visible metrics like 'days since founding' and a culture of rapid Slack responses and clear action item ownership across teams.
Growth Engine (repeatable & scalable)
A system for growth that prioritizes culture, rituals, and cadences over specific team structure or individual functions. It involves setting clear North Star metrics, defining data-driven hypotheses, and fostering an MVP mentality for quick execution and learning from failures.
North Star Metric (volume & efficiency)
A primary metric that guides a company's growth efforts, ideally encompassing both a volume/growth component and an efficiency component. It should be motivating, intuitive, directly impactable by growth teams, and clearly linked to the overall business value creation.
Translation Layer (metrics)
A system, often created by finance and data teams, that converts lower-level, team-specific metrics into their equivalent impact on the company's overarching North Star metric. This facilitates easier cross-prioritization and resource allocation by providing a common currency for evaluating project impact.
Escape Velocity Metric (user engagement)
A specific set of actions or behaviors a user needs to complete within a defined timeframe to become an engaged and active customer with a high likelihood of retention. Examples include '10 friends in the first 7 days' for Facebook or '3 orders in the first month' for Instacart.
Payback Period (ROI metric)
A financial metric that measures how many months of a customer's contribution margin it takes to recoup the cost of acquiring that customer. It is preferred over LTV to CAC because it relies on more recent data and avoids highly assumption-laden long-term predictions of customer lifetime value.
Contribution Margin (profit metric)
The profit generated from a given customer after accounting for all variable costs associated with serving that customer. This includes the cost of production, support, and any other expenses that directly scale with the revenue generated from that customer.
Failing Conclusively (experimentation)
The practice of designing experiments not just to fail fast, but to fail in a way that provides clear, actionable learnings. This often involves maximizing the 'treatment effect' by testing all possible tactics and resources for a hypothesis at once, to definitively prove or disprove its potential impact.
Mutiny (website personalization tool)
An external growth tool used by Ramp that integrates with third-party data sources to personalize website copy and design for visitors based on known information about them. This helps scale website experimentation and improve conversion rates by tailoring content to specific audiences.
MECE (Mutually Exclusive, Collectively Exhaustive)
A problem-solving framework that involves breaking down a problem into components that are distinct and non-overlapping (mutually exclusive) and collectively cover all possible aspects of the problem (collectively exhaustive). This ensures comprehensive analysis and solution development, preventing important elements from being overlooked.
15 Questions Answered
Ramp leveraged a 'cap table as a growth strategy,' bringing influential founders and operators onto their cap table as investors, who then became early customers and advocates. This, combined with a strong product, generated significant early word-of-mouth and a loyal tech founder community.
The vast majority of Ramp's growth, both in its early days and currently, comes from new customer acquisition. While existing customers grow and expand their usage, new customer acquisition remains the most material growth lever.
Ramp employs a dedicated growth engineering team that supports sales by using technology and AI to automate workflows, prioritize leads, craft messaging, and draft potential responses. This data-driven approach significantly boosts sales efficiency.
Ramp's growth team is structured with channel-based teams (e.g., paid marketing, lifecycle CRM, field marketing), a product engineering team dedicated to growth, and a small 'skunk works' innovation team for cross-channel experimentation and new initiatives.
Ramp fosters a culture of 'bias to action' and 'reducing cycle time,' reinforced by daily reminders of time passing. To prevent burnout, they prioritize employee autonomy, flexibility, and mission alignment, focusing on the quality and impact of work rather than just hours, and celebrating wins.
Sri Batchu believes that culture, rituals, and cadences are more important than team structure for building a great growth engine. The focus should be on creating a culture that generates new ideas, evaluates them effectively, and moves quickly with an MVP mentality for projects.
A good North Star metric should have a clear linkage to business value, be intuitive and motivating for all employees, and be directly impactable by the growth teams. It often includes both a volume/growth component and an efficiency component.
Companies can create a 'translation layer' that converts each team's specific metric into its equivalent impact on the company's North Star metric. This allows for unified planning, resource allocation, and reporting by showing project impact on a common currency.
Ramp typically doesn't allow signups through personal emails because users coming through this channel are generally very low-intent, which can lead to inefficiencies. However, they are working on re-engagement strategies for these users.
Payback period focuses on how quickly the cost of acquiring a customer is recouped through their contribution margin, providing a more grounded measure than LTV to CAC. LTV can be highly assumption-laden and hard to predict accurately, especially for younger companies.
Failing conclusively means designing experiments to yield clear learnings, even if the outcome is negative. This often involves maximizing the 'treatment effect' by testing all possible tactics for a hypothesis at once, so that if it fails, you can definitively conclude the strategy isn't viable.
One strategy is a 'network search' by asking connections for top talent and then asking those individuals for further recommendations. Another is a data-driven approach, using public data (e.g., Similarweb) to identify companies excelling in a specific function and then sourcing from their teams.
Companies should design a system that allows them to reward 10x operators with 10x compensation, believing that small teams of highly successful people drive more impact. This involves investing in and accelerating the growth and rewards of high-impact individuals, and managing out those who are not a good fit.
A good interview question is: 'What's something that you're really bad at, but you still do and why?' This helps identify candidates who cultivate interests beyond success and are resilient when facing challenges, rather than only pursuing activities where they excel.
Always negotiate contracts for software and services, as prices are rarely standardized and vendors often have quotas to meet. Additionally, hiring slower and only when teams are truly stretched ensures ample scope for new hires and optimizes both cost and impact.
23 Actionable Insights
1. Prioritize Velocity & Bias to Action
Culturally reinforce a razor-sharp focus on reducing cycle time and bias to action, emphasizing that work is done in “days” (e.g., days.ramp.com) and never delaying tasks. This attracts and retains high-performers motivated by success.
2. Build a Data-Driven Growth Engine
Make all growth investments (sales, marketing) technology and data-driven by dedicating growth engineering teams to automate workflows, prioritize leads, and craft messaging. This creates a competitive moat and boosts efficiency.
3. Implement North Star Metric Translation
For larger companies, create a financial/data-driven translation layer that converts every sub-team’s local metric into the company’s singular North Star metric (e.g., load time impact on Monthly Active Orders). This unifies teams, simplifies cross-prioritization, and aids resource allocation.
4. Sequence B2B Growth Channels
Follow a general B2B growth path: start with founder-led sales, then hire salespeople, introduce low-cost targeted marketing (content, community, small events, PR), and only then move to paid/brand efforts and SEO. This progression aligns with increasing channel cost and effectiveness as customer understanding grows.
5. Fail Conclusively, Maximize Treatment
Design experiments to fail conclusively, especially for large or costly tests, by maximizing the “treatment effect” (throwing all possible tactics at a hypothesis). This ensures clear learning, prevents repeated re-testing, and allows for cost-rationalization if successful.
6. Reward 10X Operators with 10X Comp
Design a compensation system that rewards top-performing “10X operators” with significantly higher compensation. This strategy helps differentially hire and retain the best talent, creating a competitive advantage through small, high-impact teams.
7. Leverage Cap Table for Early Growth
Actively get early-stage founders, influential operators, and advisors onto the company’s cap table. This can generate initial customers and foster strong community support among tech founders.
8. Structure Growth Teams for Experimentation
Organize growth into channel-based teams, support them with a dedicated product engineering team, and include a small “innovation” or “skunk works” team for cross-channel experimentation and testing new platforms (e.g., TikTok, Reddit). This structure enables specialized focus and continuous innovation.
9. Measure ROI with Payback Period
Prioritize measuring investment ROI using payback period (months of contribution margin to repay acquisition cost) over just CAC or LTV to CAC. This provides a more reliable and quickly evaluable metric, preventing overspending based on uncertain long-term LTV predictions.
10. Hire Top Talent Data-Drivenly
Use a data-driven approach to hiring by identifying companies excelling in specific functions (e.g., high email traffic for CRM roles via SimilarWeb) and then sourcing talent from those teams, complementing traditional network searches.
11. Maintain High Communication Responsiveness
Foster a culture of quick responses on Slack and rapid action on tasks, ensuring clear ownership and deadlines. This prevents organizational slowdowns as the company scales.
12. Manage Time with Calendar Audits
Implement calendar blocking for focused work and response times, and conduct regular calendar audits (personal and team) to ensure time allocation aligns with strategic priorities. This optimizes individual and team productivity.
13. Prioritize GEM (Growth, Engagement, Monetization)
Align the company on prioritizing one of three goals at a time—Growth, Engagement, or Monetization—as it’s difficult to optimize all three simultaneously. Clear prioritization focuses efforts effectively.
14. Use PR for Thoughtful Market Moments
Strategically leverage PR by creating thoughtful market moments, such as combining fundraising announcements with unique business insights, rather than just generic company news. This can drive top-of-funnel leads and enhance recruiting.
15. Define Clear Success & Activation Metrics
Establish success metrics that clearly link to business value and are intuitive for teams to impact, often including both volume and efficiency. For activation, identify “escape velocity” metrics (specific actions within a timeframe) that predict long-term user engagement.
16. Foster Work-Life Balance through Impact
Attract and retain talent by focusing on providing autonomy, flexibility, and mission alignment, and celebrating the impact of their work, rather than solely on hours. This motivates high-performers who seek fulfillment.
17. Celebrate Wins Publicly and Frequently
Consistently appreciate team efforts and celebrate wins, both big and small, by fostering an open internal culture of sharing achievements. This boosts morale and maintains high engagement across the company.
18. Build vs. Buy for Efficiency
Be strategic about building tools in-house versus buying external solutions, opting for off-the-shelf products for non-proprietary or non-strategic functions. This saves time and resources, enabling faster execution.
19. Manage Out Poor Fits Directly
Be willing to part ways directly with individuals who are not the right fit for a role, even if they are not “bad actors.” This is crucial for maintaining a high talent bar and overall team performance.
20. Apply MISI for Problem Solving
Utilize the MISI (Mutually Exclusive, Collectively Exhaustive) framework when approaching problems or brainstorming solutions. This ensures all possible factors are considered, preventing oversights and building confidence in comprehensive solution development.
21. Negotiate All Contracts
Always attempt to negotiate contracts for software and services, especially near quarter-ends for salespeople, as vendors often have quotas and flexibility for discounts. This can lead to significant cost savings.
22. Hire Slower, Stretch Teams
Adopt a strategy of hiring slower, only when existing teams are genuinely stretched. This ensures ample scope for new hires, maximizes their impact, and aligns with a cost-effective approach that values small, high-performing teams.
23. Use ‘Bad At But Do’ Interview Question
Ask candidates, “What’s something you’re really bad at, but you still do, and why?” This question helps identify individuals who cultivate interests beyond immediate success, indicating resilience and broader motivations.
5 Key Quotes
Ramp's product velocity is absolutely unprecedented in my 21 years working with technology businesses.
Keith Rabois
Hours are not the problem. It's really, you know, autonomy, flexibility, and, you know, mission alignment and the general happiness they get from their work.
Sri Batchu
Failure is not that you didn't drive revenue. Failure is not learning.
Sri Batchu
I do think there's actually a general path that most B2B companies take and should take.
Sri Batchu
I think that the core of the book really is about listening behind the problem of negotiation and, uh, and what, what is the person really asking for?
Sri Batchu
1 Protocols
B2B Growth Channel Sequencing
Sri Batchu- Start with founder-led sales, ensuring the early team knows how to sell.
- Hire the first couple of dedicated salespeople.
- Initiate very low-cost, targeted marketing efforts, such as content creation, community building, and small-scale events.
- Begin public relations (PR) efforts.
- After establishing the above, start investing in paid marketing and brand-building efforts.
- Initiate SEO efforts around the same time as paid marketing, as it takes time to build domain authority and traction.