PE-Backed Clinical Data Platform·Payer Market Entry·5-Week Engagement·Evidence-led identification of 25 priority targets from 300+ prospects

How a clinical data platform prioritized its first payer buyer targets.

3Pillars performed a top-down market scoping and a bottoms-up sweep of 4,000+ health system and provider relationships, all run through the Aequalis Payer Insights Platform.

How the engagement runs
01Weeks 1-2
Diagnose

Top-down LOB scoping. Bottoms-up sweep of the existing customer book. Aequalis-powered Provider Sponsored Health Plan identification, sizing, and buyer mapping.

02Weeks 3-4
Build

Systematized outreach engine. Pilot Support Program for clean Sales-to-CS handoff. Blended 3PS payer expertise with AI copy and sales messaging capabilities.

03Week 5
Operate handoff

Sales motion handed to SVP Sales and the BDRs. Customer Success team activated behind Sales. Defined annual refresh scheduled with Aequalis Payer Insights Platform.

Composite outcome from anonymized engagement
~4,000
Health System & Provider relationships
Filtered through Aequalis Platform
25
Priority payer targets
With 50 secondary candidates
5 wk → 2 wk
Sales-to-CS handoff
Cycle time cut
1st
Pilots trained and initiated
Caught clean by the PSP

How the 3Pillars team identified where the buyers actually were.

Weeks 1-2 ran two analyses in parallel through the Aequalis Payer Insights Platform. A top-down read of the payer market to decide which LOBs and organization types were worth pursuing, and a bottoms-up read of the existing provider book to find latent payer relationships hiding inside 4,000+ active accounts. Aequalis powered both. The two views converged on a single defended list.

Days 1-3
Top-down market scoping
Aequalis Platform filters the payer universe to the LOBs where workflow-embedded risk adjustment creates measurable value. Medicare Advantage as primary, select Medicaid managed care as secondary, Commercial and ACA largely ruled out.
Days 4-7
Bottoms-up book cross-reference
Every provider organization in the active client base mapped through Aequalis against payer asset ownership. Provider Sponsored Health Plans identified. LOB mix, member counts, HEDIS performance, and acquisition history enriched for each candidate.
Days 8-14
Priority list, sizing, buyer maps
Account-level revenue sizing translated member counts and risk-pool economics into addressable revenue. Feasibility scored against public quality and risk-adjustment signals. Buyer maps drawn for the economic buyer, clinical champion, and operational owner at each priority org.
What the client walks out of the Diagnostic with
  • A defended target list of 25 payer / Provider Sponsored Health Plan organizations, ranked from 50 enriched candidates by fit, size, and feasibility
  • Account-level briefs covering LOB mix, member count, HEDIS posture, acquisition history, and buyer map
  • A documented top-down + bottoms-up methodology the internal team can re-run when the book or the market shifts
  • The Aequalis Platform refresh wired into the operating cadence

How the team built a payer go-to-market from a provider Sales engine.

Weeks 3-4 stood up the two motions the client did not yet have. A systematized outreach engine for payer buyers the Sales team had not engaged with historically, and a Pilot Support Program so the CS team could catch a signed contract clean. AI sat behind the build as drafting and templating support; the workflow itself stayed human-led.

Two motions stood up
  • Systematized outreach engine. Email sequences, call scripts, talk tracks, objection responses, and one-pagers tuned by LOB and buyer role. New scripts built for payer personas the team had not historically engaged. Blended payer expertise with AI-native drafting support behind the scenes.
  • Pilot Support Program. The operating wrapper for a signed pilot. Intake forms, training curriculum tuned to PSHP workflows, rollout reporting templates, success criteria, and a defined Sales-to-CS handoff moment. Closes the gap created when CS is engaged too late in the Sales cycle.
Five workflows go live
01Top-down Payer Market Scoping
02Bottoms-up Book Cross-Reference
03Priority List Generation
04Systematized Outreach Model
05Pilot Support Program
What else gets stood up
  • Materials library. A central, versioned set of outreach and enablement assets so reps are not rebuilding from scratch on every conversation.
  • Sales-to-CS handoff protocol. A checklist and meeting structure so nothing the rep learned during the Sales cycle is lost at signature. Cycle time cut from 4-6 weeks to 2.
  • Operate handoff plan. Roles, refresh cadence, escalation paths, and the Week 5 handoff sequence specified before the team walks out of Week 4.

What gets built and how it runs.

Five workflows. The first three produce the target list, with the Aequalis Payer Insights Platform as the analytical engine across both top-down and bottoms-up. The fourth produces the outreach motion. The fifth produces the customer success motion. Each carries a human-in-the-loop checkpoint before output drives action.

Top-down Payer Market Scoping

01
Inputs
Aequalis Platform payer universe by LOB. Risk pool economics. Product fit hypotheses from the client team. Regulatory and reimbursement context for MA, Medicaid, ACA, and Commercial.
Does
Aequalis filters the payer universe to the LOBs where workflow-embedded risk adjustment creates measurable value. Ranks LOBs by addressable spend and product fit. Eliminates segments that will not buy in this product cycle.
Output
A defended LOB focus (MA primary, Medicaid secondary) with documented rationale.
Human
VP Commercial and VP of Sales sign off on LOB focus before the bottoms-up sweep begins.

Bottoms-up Book Cross-Reference

02
Inputs
The full active client base (4,000+ provider relationships). Aequalis Platform PSHP ownership, LOB mix, member counts, HEDIS performance, acquisition history, and trajectory indicators across the last 3-5 years.
Does
Aequalis maps each provider client to its parent system, identifies PSHP ownership, and enriches each candidate with membership, quality, M&A, and trajectory data. The horizontal read across the book and the payer universe is the analytical layer this engagement adds.
Output
A scored and enriched candidate list where the client has a provider relationship and a PSHP exists to sell into.
Human
Account team reviews qualified subset for relationship context not captured in data, then engagement lead and commercial leadership review enrichment before scoring is finalized.

Priority List Generation

03
Inputs
The enriched candidate list. Account-level revenue sizing logic. Feasibility signals from public quality and risk-adjustment posture. Strategic considerations from client leadership.
Does
Scores each candidate against fit, size, feasibility, momentum, and relationship strength. Willingness-to-mobilize is treated as a first-class scoring dimension, not an afterthought.
Output
A ranked priority list of 25 organizations from 50 enriched candidates, with account briefs, buyer maps, and revenue sizing.
Human
VP Commercial, VP of Sales, and account executives review the final list before the Sales motion begins.

Systematized Outreach Model

04
Inputs
Priority target list. Buyer maps. Product positioning and proof points. Account-level context from Workflows 1-3.
Does
Blends payer expertise with AI-native drafting and templating support. AI drafts initial email sequences, call scripts, talk tracks, objection responses, and one-pagers tuned by LOB and buyer role. Humans review, edit, and own every external touch.
Output
A versioned materials library and sequence playbook the Sales team deploys against the priority list.
Human
Sales leadership reviews and approves all materials. Reps personalize every outbound touch before sending.

Pilot Support Program

05
Inputs
Pilot scope template. Training curriculum requirements. Reporting cadence expectations. Sales-to-CS handoff requirements.
Does
Stands up the operating wrapper for a signed pilot. Intake forms for support requests. Training modules tuned to PSHP clinical and operational staff. Rollout reporting templates. A defined handoff meeting structure that closes the gap created when CS is engaged too late in the Sales cycle.
Output
An operational PSP with a 2-week handoff (down from 4-6 weeks). The CS team picks up exactly where the rep left off.
Human
VP of CS and VP Commercial walk through the handoff protocol on a live pilot before the program is declared operational.

How the work flows across the people who run it.

Pick a persona in the left nav to see how the engine changes that seat.

VP Commercial

Owns the payer go-to-market motion end to end.

Accountable for pipeline, conversion, and revenue in a segment the company has not previously sold into at scale.

Before

Heading into a new buyer segment with no defensible target list, no payer-tuned materials, and a Sales team built for provider conversations. Every materials request came back to the VP.

After

A ranked target list of 25 organizations with revenue sizing and buyer maps. A versioned materials library. A documented top-down + bottoms-up methodology the team can re-run when the market moves.

What the engagement does for this role
  • Defends the target list against board scrutiny with the top-down + bottoms-up rationale
  • Cuts time from market-entry decision to first qualified outreach by months
  • Frees the VP from being the bottleneck on every materials request
  • Sets up a Customer Success motion that does not become a renewal risk after first pilots sign

What the team was left with.

The 5-week engagement ended with a Sales motion the client team owns, a CS motion ready to activate, and a documented methodology that can be re-run as the payer market shifts. Aequalis powered the diagnostic. AI sat behind the build as drafting support. The forward question is where AI gets layered in next.

Operating cadence
Daily
Reps work the priority list against the sequence playbook. CS team intake and pilot activation as contracts are signed.
Per cycle
Materials updated against real conversation feedback. Pilot outcomes feed into the reference-account narrative for the next priority tier.
Quarterly
VP Commercial, VP of Sales, and VP of CS review pipeline conversion, materials performance, and pilot activation metrics together. Target list re-scored against the latest Aequalis Platform output.
Annual
Full Aequalis refresh. Priority list rebuilt against PSHP membership shifts, HEDIS movement, and acquisition activity.
What expansion looks like
  • Layering Medicaid managed care more deeply once MA traction is established
  • Extending the methodology to ACO REACH entities and other risk-bearing organizations
  • Re-running the bottoms-up sweep as new provider clients are added
  • Using early pilot outcomes as reference accounts for the next priority tier
Where AI could be applied moving forwardfuture
  • Outreach feedback loop. Agents read and listen to Sales conversations, flag what is and is not landing, and propose updates to scripts, sequences, and materials. VP of Sales and VP Commercial approve. The library updates itself.
  • CS phone and email training. AI-supported training that captures the language of high-performing CS conversations and uses it to onboard new CS team members.
  • Utilization signal detection. Agents watch client utilization data and flag dips and growth signals before they show up in a quarterly review.
  • Power-user identification. Agents surface the individual users inside each PSHP client who are driving adoption, so the CS team can empower them as internal champions.
  • CS leverage. Net effect of the four above. A smaller CS team operating effectively against a growing book, which directly affects admin cost as the motion scales.

A clinical data platform stood up its first payer GTM motion in five weeks. Every new PSHP, LOB, and conversation after that feeds the same engine.

Run this on a payer GTM motion.

30-minute working session. We’ll walk through what an engagement could look like.

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