Account-Based Growth
How I turned fragmented prospecting into a focused pursuit system for winning high-value accounts.
Industry: National insurance brokerage
Business Context: Multi-line regional sales organization
My role: VP, Client Strategy and Cross Sell
Focus: Revenue growth · Account strategy · Decision intelligence
The Constraint
The real constraint wasn’t access to prospects. It was knowing where deeper investment could actually change the outcome.
Traditional prospecting treated too many opportunities alike.
Producer time was distributed across networking, cold outreach, and individual relationships without a consistent way to determine which accounts justified deeper investment.
The opportunity was to concentrate scarce pursuit capacity on a smaller number of accounts, then give teams enough intelligence to approach those accounts deliberately.
The System
I designed an account-based growth capability that combines target prioritization, AI-powered account intelligence, buying-group research, and coordinated pursuit strategy.
Target Account Prioritization
Qualified prospect data and growth signals are used to identify accounts with stronger strategic potential and focus attention where deeper investment is most justified.Buying-Group Intelligence
Decision-makers and influencers are identified and mapped across the account, creating a clearer view of who matters, how they are connected, and where influence may sit within the buying process.AI-Based Account Intelligence
AI accelerates deep research across organizations and buying groups, synthesizing information about roles, backgrounds, priorities, communication styles, and public activity that would be difficult to assemble manually for every target account.Human-Led Pursuit Strategy
Producers and leaders use that intelligence to determine the account strategy, relationship approach, messaging, and next actions. AI informs the work. People decide how the pursuit should unfold.Coordinated Engagement
Email, custom landing pages, phone outreach, LinkedIn, and meeting strategy are designed around the same account plan so each interaction reinforces the broader pursuit rather than operating as a disconnected tactic.
My Role
I designed the account-based growth capability from target selection through pursuit execution, defining how intelligence, AI, strategy, and coordinated engagement worked together.
Growth Strategy & Prioritization
Defined the approach for identifying and prioritizing high-value target accounts and determining where deeper pursuit investment was warranted.AI & Intelligence Model
Designed how AI-assisted research and account intelligence were used to understand organizations, buying groups, decision-makers, priorities, and relevant signals.Pursuit Architecture
Created the framework for translating account intelligence into a clear strategy, including stakeholder approach, messaging, relationship considerations, and next actions.Coordinated Activation
Designed how email, custom landing pages, phone, LinkedIn, and meetings worked together around a single account strategy rather than as separate tactics.Performance & Refinement
Established the process for tracking account progression and outcomes, then used those results to refine targeting and pursuit strategy.
The Result
A more disciplined growth capability that turned prospecting from individual activity into coordinated account pursuit.
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Producer attention shifted toward a smaller group of accounts with stronger evidence of strategic potential.
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Teams entered outreach and meetings with a clearer understanding of the decision-makers, influencers, priorities, and dynamics surrounding the account.
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Email, digital experiences, direct outreach, and meeting strategy worked together around a common account plan rather than as disconnected tactics.
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The initial target group produced meaningful new-business wins and built a substantial qualified pipeline for continued growth.
What This Demonstrates
The advantage of AI in complex sales is not more outreach. It is greater selectivity.
AI made it practical to understand a small group of high-value accounts at a depth that would have been difficult to sustain manually. The business value came from using that intelligence to make better choices about where to invest producer attention, who mattered inside the buying group, and how the pursuit should unfold.
The Shift
FROM
Broad prospecting and fragmented outreach.
TO
Focused pursuit of high-value accounts informed by buying-group intelligence.
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