50% Retention Growth with a Governed, Scalable Virtual Vet Platform
We helped the global leader in virtual veterinary care evolve from a transactional model into a governed, scalable platform. By embedding safe escalation logic, defining triage ownership, and enabling recurring revenue streams, we improved care access, reduced unnecessary ER visits, and established a framework where product leaders could confidently scale.
Success Highlights
- 50% increase in retention from recurring care and centralized records
- 20–40% fewer ER visits due to triage and escalation guardrails
- 30% faster access to care through 24/7 structured support
Key Details
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Industry: Pet Health / Virtual Care
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Geography: United States
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Platform: Governed Virtual Care Delivery Platform
Business Challenge
The platform was growing fast, but scale posed risk. Without structured escalation, role clarity, or cost-per-case visibility, the business lacked a framework to decide whether to scale, pause, or pivot.
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Ambiguous Escalation Paths: Agents (support roles) escalated inconsistently, increasing load on licensed vets.
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Fragmented Workflows: UX varied across mobile, web, and tablet, leading to user drop-off.
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No Operating Model: Roles weren’t clearly defined—who owns triage? Who approves escalation? What happens when cases fail quietly?
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Unsustainable Economics: With revenue tied to one-off consults, leadership lacked visibility into recurring value.
Our Solution Approach
We implemented a control-layer for operations — building measurable guardrails, triage ownership, and economic signals to support scale.
Map Escalation Gaps & Ownership Gaps
We audited care workflows across devices to identify undefined handoffs, poor escalation visibility, and inconsistent triage responses.
Standardize Multi-Device Access & Workflow Ownership
We built a unified platform across mobile, web, and tablet. Assigned roles (operator, licensed vet) and created logic-based escalation flow.
Embed Guardrails into Triage & Record Systems
We introduced a smart triage layer that enforced escalation thresholds, centralized pet data, and ensured safe handoffs — reducing rework and manual follow-ups.
Launch Subscription Plans & Define Operating Metrics
We deployed tiered wellness plans for recurring revenue. Added a reporting layer to track cost-per-case, escalation rates, and engagement — giving leadership data to decide when to scale.
Technical Highlights
- Role-based access control (RBAC) implemented across operator, vet, and admin workflows to enforce escalation boundaries and data security
- Event-driven triage engine built using rules-based logic to auto-prioritize cases and assign escalation paths based on urgency and metadata
- Real-time chat infrastructure using WebSocket-based messaging for seamless 24/7 support across mobile, web, and tablet interfaces
- Subscription management system integrated with secure payment gateway APIs, featuring webhook-based billing event tracking
- Analytics and reporting layer built on a distributed log pipeline, aggregating triage volume, session duration, and escalation outcomes for leadership dashboards
- Psuedocode// Event-Driven Triage Escalation Logic
def handle_incoming_case(case):
if case.urgency == "high":
assign_to("licensed_vet")
elif case.type == "follow_up":
schedule_with_previous_vet(case.pet_id)
else:
assign_to("trained_operator")
log_case_event(case.id, status="assigned", timestamp=now())Business Outcomes
Established a scalable, governed operating model for virtual care — giving product leaders the ability to scale with confidence.
Centralized care history and consistent access encouraged long-term platform use.
Guardrails prevented unnecessary escalations and improved triage resolution.
Always-on triage and automated routing improved user satisfaction and lowered wait times.
- Clear role ownership for triage, escalation, and decision-making
- Defined "safe to scale" metrics: cost-per-case, rework %, time-to-resolution
- A live dashboard that enables scale/pause/pivot decisions at the leadership level