HealthTech
From Expertise to Product: Building a Digital Wellness Platform
Turning deep domain expertise into a structured, validated digital wellness product with a clear go-to-market foundation.
EngagementBlack Panda
BOE™ Operating Engine
Your India arm.
Built, operated and
ready to extend.
Your India-powered operating system, built for global product standards, financial discipline, and scalable cost structures. The BOE™ Operating Engine gives you cross-functional execution across product, engineering, data, GTM, customer success, operations, and back office, all designed for speed, visibility, and profitability from day one. Scale capacity as the business proves value. Build systems before overhead. Retain context as you grow.
BOE Operating Engine
POD · ACTIVE
Product
92%
Throughput
Engineering
93%
Throughput
Data
93%
Throughput
GTM
96%
Throughput
Customer Success
93%
Throughput
Operations
91%
Throughput
Back Office
85%
Throughput
GovernanceWeekly
ReportingMonthly
GraduationQuarterly
What BOE™ Really Is
BOE™ stands for Build → Operate → Extend.
It is Black Panda's founder-grade operating model and modern fractional GCC system: a fully managed India-based execution layer that helps you build capability, run the work, and extend the business as growth becomes real. BOE™ is not traditional outsourcing. It is not staff augmentation. It is not a disconnected vendor model. It is a managed operating engine with strategic guidance, execution leadership, specialist operators, governance, documentation, and performance visibility built in from day one.
The Problem We Solve
Most companies do not struggle because the idea is weak. They struggle because execution, cost structure, and operating design cannot support scale.
BOE™ solves this by building the operating layer as a system, financially grounded, founder-aligned, and designed to scale without chaos.
What BOE™ Operates For You
Depth across every critical function, in one integrated operating engine.
DOMAIN · 01
Product
Product management, PMO, reporting, roadmap coordination, analytics, and operating rhythm.
DOMAIN · 02
Engineering
Engineering pods, QA, release coordination, platform support, workflow automation, and devops coordination.
DOMAIN · 03
Data
Data ops, enrichment, evaluation, analytics, dashboards, data labeling, workflow support, and AI-adjacent operations.
DOMAIN · 04
GTM
SDR support, lifecycle execution, performance marketing, funnel management, CRM hygiene, and RevOps support.
DOMAIN · 05
Customer Success
Onboarding, support, retention workflows, escalations, and experience operations.
DOMAIN · 06
Operations
Workflow execution, documentation, reporting, automation, quality systems, and cross-functional coordination.
DOMAIN · 07
Back Office
HR ops, finance ops, compliance coordination, vendor management, and administrative execution.
The BOE™ Model
Build → Operate → Extend.
01
Build
We design the operating engine before scale breaks the company. Operating architecture and decision rights, production workflows and SOPs, cost-to-serve and unit economics logic, scalable org structure and role design, automation and tooling plan, governance cadence, reporting, and dashboard design.
02
Operate
We run the model with embedded leadership and accountable execution. Strategic guidance aligned with founder priorities, pod leads who own delivery and continuity, specialist operators across the functions you need, weekly governance, execution tracking, and performance reviews, continuous efficiency improvements and documentation, and financial model and production model updates as the business learns.
03
Extend
We scale what is working and document what the business needs next. Add functions and capacity as ROI becomes visible, launch new pods, products, workflows, or growth lanes, expand to new markets or operating scopes, and ramp new hires and capabilities faster using documented systems. This is scale by design, not scale by expense.
What the Operating Engine Produces
Outputs that make your company financially, operationally, and strategically stronger.
- Fully managed execution across all departments in scope
- A Production Model, your documented operating blueprint
- A living Financial Model, your profitability and decision engine
- Scalable capacity without carrying full in-house overhead too early
- Predictable product, engineering, and execution cycles
- Stronger visibility into CAC, LTV, margin structure, and operating efficiency
- Governance systems, dashboards, and reporting cadence
- Faster onboarding of new capabilities using documented systems
- More stable scaling because context lives in the operating layer, not in isolated individuals
Impact
Output that is measured.
4.5x
average ROI across engagements
85%
repeat engagement rate
$50M+
saved in operational costs and inefficiencies
$60M+
in revenue enabled through execution programs
Case Studies
BOE in production.
Healthcare
Scaling a Healthcare Business Through India-Powered Operations
Standing up cross-functional India operations to support a growing healthcare business without premature overhead.
EngagementBlack Panda
“From day one, they demonstrated a nimble and agile approach with short discovery sprints, rapid iterations and transparent progress updates. Their due diligence was thorough in covering competitor capabilities, pricing, market dynamics and regulatory considerations. The collaboration felt seamless from start to finish and their findings directly tied into actionable product decisions.”
S
Sheetal Shah
Founder & CEO, Glimmers