Building a Data-Driven Customer Success Strategy
A conversation with Sam Slevin, Global SVP of Customer Success at Alphasense.
In today’s enterprise SaaS landscape, retaining customers isn’t just about renewals—it’s about delivering continuous value from the first interaction to every milestone that follows. Sam Slevin, Global SVP of Customer Success at AlphaSense, breaks down how a truly data-driven customer success strategy is built—one that aligns people, processes, and platforms across the full customer lifecycle.
In this blog, we dive deep into Sam’s frameworks for onboarding, team structuring, digital touchpoint execution, and renewal forecasting—plus how AlphaSense leverages data to power intelligent decision-making at scale.
🔑 Why Retention Starts at the First Touchpoint
“There are so many things that happen over the course of a lifecycle that are not in your control. But the first interaction? That’s fully in your control.” – Sam Slevin
Many organizations treat customer success as a reactive, post-sale process. Sam’s approach flips that thinking: renewal begins the moment a buyer engages with your sales team. That means every insight gathered by AEs and pre-sales needs to be transferred with context—not lost in CRM notes or email chains.
📌 Key Hand-off Elements from AE to AM:
Proposal with stated customer goals
Trial qualification criteria
Buying committee context
Success metrics in the customer’s own words
These inputs directly shape the AM’s kickoff meeting, aligning expectations and building trust early on.
Structuring CS Teams by “Jobs to Be Done”
At AlphaSense, customer success isn’t confined to a narrow definition. The team is built to address specific jobs across the customer journey, from onboarding to support to expansion.
Team Structure:
Account Managers (AMs): Own renewal and collaborate with AEs on expansion. Bonus-tied to growth, not commission-heavy.
Product Specialists: Technical experts aligned to product usage and value delivery.
Support Ops: 24/5 global team handling tickets, internal account setup, and external queries.
Pre-Sales Consultants: Integrated into CS to improve handoffs and accelerate early-stage value delivery.
This model ensures that every customer gets the right expertise at the right moment—especially during trials and onboarding.
The Onboarding Experience: It’s Not a Meeting—It’s a Strategy
Onboarding is often treated as a quick call or checklist. But for AlphaSense, it’s a strategic, data-backed process.
“Onboarding isn’t a one-time call. It’s an experience—one that should be tied to usage data and milestones that indicate customer health and stickiness.” – Sam Slevin
✅ Onboarding Success Checklist:
Confirm North Star Goals (from sales process)
Map stakeholders to outcomes
Track milestone adoption (e.g. feature usage, content access)
Complete product configuration with Product Specialist
Validate value realization in the customer’s language
Inputs Drive Outcomes: Sam’s Performance Framework
Rather than chase lagging indicators, AlphaSense tracks daily and weekly inputs that lead to renewal success.
🧮 Core Inputs:
Number of high-value customer calls
% of users touched per month/quarter
SBRs conducted and aligned to success metrics
Expansion referrals and sourced pipeline
📊 Core Outputs:
Gross Renewal Rate
Net Revenue Retention
Forecast Accuracy
“We believe if you do the right inputs consistently—like high-value calls and user engagement—the outcomes will follow.” – Sam Slevin
📌 QBR Operating Cadence:
Monthly: Managers analyze rep-level data and submit summaries
Quarterly: AMs present full retrospectives and forward-looking plans
Discretionary compensation tied to key activity benchmarks
Aligning AMs and AEs for Expansion
Expansion isn’t a handoff—it’s a co-owned strategy. AMs focus on value delivery and pipeline sourcing, while AEs “hunt” into new divisions.
“If a rep calls a user and they say, ‘I love AlphaSense, I was going to recommend it to you’—that’s when you know you’re doing it right.” – Sam Slevin
📌 Pro Tip: Ask happy users for intros to adjacent teams. Draft the email for them. Keep it low-lift.
Digital CS: Air Cover at Scale
Contrary to the belief that digital CS is only for SMBs, Sam views it as air cover for both large and small accounts. With thoughtful segmentation and trigger-based workflows, AlphaSense ensures digital motions augment—not replace—human touch.
🔍 Readiness Checklist for Digital CS:
Contact hygiene validated
Usage triggers mapped
Strategic accounts white-labeled
Segments reviewed quarterly by RevOps & CS
Clean and trusted source systems (e.g. Catalyst, Salesforce)
Data Hygiene: The Cornerstone of Digital Strategy
“Before we move anyone to digital touch, there’s a manual scrub. We don’t just click a button and walk away.” – Sam Slevin
Poor contact data leads to impersonal messages and a broken customer experience. AlphaSense blends automation with manual segmentation—then revisits it every quarter to ensure consistency.
Future of CS: AI, Personalization & Smarter Data
Despite being a native AI company, AlphaSense is cautious about AI overhype in CS.
“AI is the right answer, but only if you have clean data and the infrastructure to support it.” – Sam Slevin
Potential Use Cases:
AI agents trained on call transcripts and sales collateral
Enablement bots that reduce ramp time
Smart segmentation based on usage and buying signals
But the current state of enterprise data hygiene means these use cases are still aspirational for most CS teams.
Cross-Functional Alignment & Change Management
Sam attributes a huge part of AlphaSense’s success to trust and alignment across functions—from sales to marketing to product and RevOps.
🧩 Internal Collaboration Practices:
Weekly one-on-ones with key functional leaders
Structured kickoff plans for cross-team projects
Aggregated asks to reduce “Slack fire drills”
Empathy-driven partnerships: “I don’t want your job, and I know how hard yours is.”
Final Advice from Sam: Start with the End in Mind
“Assume your customer will cancel in 365 days. What are you doing today to change that outcome?” – Sam Slevin
Sam’s frameworks are designed to help CS leaders drive accountability, adoption, and long-term value creation. His advice is clear: align on the North Star early, track your progress rigorously, and build systems that make renewal the natural outcome of ongoing success.
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More Resources
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