From acquiring patients to building a learning growth system.
A first-pass blueprint for how Vye Growth could prove patient acquisition practice-by-practice, encode what works into software + AI, and eventually turn demand intelligence into a network advantage.
Patient acquisition is not an agency layer. It is part of the Provider OS.
Vye’s promise is to let providers practice medicine while Vye handles launch, operations and growth. That makes the growth job less interesting if it becomes “manage a lot of ad accounts”—and much more interesting if the manual work becomes the training data for Vye Growth itself.
The automation target is operating leverage, not an AI percentage.
Prove before automating
Start hands-on with real practices. Instrument the work. Automate only after the operating truth is understood.
Software for repetition
Every deterministic, repeatable action should become software—not another recurring task for a marketer.
Agents for ambiguity
Use AI where judgment is useful: research, synthesis, creative hypotheses, anomaly diagnosis, and learning across practices.
Humans own consequences
Clinical claims, novel strategies, large capital moves, privacy decisions, and provider identity remain accountable human decisions.
Every action creates memory
Campaigns should not just produce patients. They should produce structured learnings that make the next practice easier to launch.
Eight systems. One closed loop.
I would avoid a pile of disconnected “agents.” The system should have a small number of durable domains with clear inputs, outputs, owners, permissions and memory.
Provider Intelligence
Discover, enrich and understand providers before and after application.
Provider Twin · public footprint · interview brief · network fitMarket Intelligence
Map patient demand, competition, geography, language and unmet need.
Market Twin · keyword universe · competitor map · demand gapsPractice Underwriting
Turn provider + market + economics + capacity into a launch thesis.
Positioning · budget ceiling · panel model · overlap scoreGrowth Production
Convert the thesis into assets and infrastructure.
Landing pages · search builds · social creative · SEO/AEO · provider contentAcquisition Execution
Deploy and optimize within explicit guardrails.
Google · Meta · local · budget pacing · creative rotationPatient Lifecycle
Improve what happens after the click and after the booking.
Booking recovery · onboarding · no-show recovery · reviews · referralsNetwork Optimization
Allocate demand and capital across the provider network.
Capacity routing · market expansion · provider recruiting signalsGovernance + Learning
Keep the system safe, traceable and increasingly intelligent.
Claims registry · evals · approvals · experiments · reusable playbooksThe application can become the first version of the practice.
Instead of a provider application creating another CRM row, it can trigger a structured launch twin: provider footprint, market opportunity, Vye overlap, initial practice thesis, content plan and capacity-aware acquisition model.
Resolve
Identity, CV, specialty, license candidates, current footprint.
Research
Market demand, competitors, keywords, patient language, Vye overlap.
Underwrite
Capacity, economics, panel-fill scenarios, initial spend ceiling.
Design
Positioning hypotheses, channel plan, LP brief, creative concepts.
Capture
Provider POV, stories, FAQs, voice, trust assets and differentiation.
Build
Draft landing page, Google/Meta campaigns, tracking, provider-led creative.
Gate
Claims, rights, capacity, privacy, economics, tracking, budget.
Launch
Go live—or hold with the exact blocker clearly surfaced.
AI reasons. Deterministic software executes. Humans stay accountable.
A reasoning model should not directly improvise high-impact actions in an ad account. It proposes. A permissioned executor validates policy, capacity, budget and authority before acting.
Provider Intelligence
Who is this provider—and what makes them distinct?
Market Intelligence
Where is demand, how is it expressed, and how crowded is the market?
Growth Strategy
What is the strongest initial practice and acquisition thesis?
Content + Creative
What should this provider say, show and teach?
Acquisition Operator
How should campaigns be built, paced and optimized?
Lifecycle
How do we improve booking, attendance, retention and advocacy?
Network Intelligence
What does this practice teach us about where Vye should grow next?
Governance
Is the proposed action accurate, safe, permitted and within authority?
Needs a human
- Approve a new provider positioning
- Review a novel clinical claim
- Resolve Texas capacity conflict
- Approve a material budget expansion
Handled automatically
- Negative keyword maintenance
- Approved creative rotations
- Broken UTM repair
- Reporting + anomaly detection
Network signal
- Demand exceeding available PCOS capacity
- “Longer visits” emerging across markets
Buy commodities. Build Vye-specific intelligence.
Use / buy / integrate
Build as Vye IP
Learn manually → productize the truth → close the loop.
Learn + instrument
Operate the first practices hands-on. Establish the canonical event ledger, capacity model, claims/privacy boundaries, experiment memory and provider enrichment.
Build the launch factory
Automate research, competitive mapping, reporting, creative briefs, campaign drafts, LP generation and QA. Introduce the first human approval cockpit.
Close the loop
Connect capacity to media, encode creative learnings, introduce bounded autonomous actions and prove one operator can support 10+ practices without quality loss.
Become a network system
Use cross-practice priors to improve launches, route demand to available supply, and let patient-demand intelligence inform provider recruiting and market expansion.
Optimize for the relationship—not the lead.
CAC matters, but the system eventually needs to understand capacity, attendance, activation, retention and practice economics. Cheap demand that cannot become a healthy provider-patient relationship is not success.
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available provider capacity
With a second axis: human minutes required to create and maintain those relationships.