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Case study · Logistics and freight

Medical delivery startup: one location to five in four months

PPS Consulting India set up the operations of a US medical delivery startup, which takes prescriptions from pharmacies to patients, and ran its Project Management Office (PMO) for six months after launch. In four months it grew from one pharmacy and location to two pharmacies and five locations, and from 3 drivers to 20+; revenue and profit were ahead of projections within six months.

At a glance

5x locations, 7x fleet

from one pharmacy and location to two pharmacies and five locations in four months, and from 3 drivers to 20+

Client
A US medical delivery startup, taking prescriptions from pharmacies to patients
Sector
Logistics and freight
Where
United States
The work
Process systems
Scale
Launch, then six months leading the PMO
Led by
Rahul Kulkarni

What was the problem?

The startup had a service to launch, but not yet a business model, a system for orders and dispatch, or a fair way to pay independent drivers when volumes spiked.

Patient data meant HIPAA, the US health privacy law, applied from the first delivery. And the plan was to go from one pharmacy to several locations within months, so whatever was built had to be copied to each new site, not reinvented.

What did we do?

  1. Design

    A revenue model that stayed profitable at each stage of growth, with pricing, cost structure and profitability benchmarks. A driver incentive model with pay that varies with demand, for the high-volume days.

  2. Build

    Software selected and configured for order processing, driver dispatch and financial tracking. Standard operating procedures (SOPs) for onboarding pharmacies, driver operations and incentives, and finance, from receivables and payables to profit and loss tracking. Contracts and policies for drivers and pharmacies, and data handling policies aligned with HIPAA.

  3. Adopt

    Training and updates on the software for the first five months after launch, and six months leading the PMO: hands-on support in managing the teams, fixing workflow problems as they appeared, and keeping the business on its key measures and revenue targets.

The method, phase by phase

What did we build?

Delivery startup: dispatch to billing Illustrative schematic, not a client document
  1. Intake
    1. Order received from the pharmacy
    2. Validated, delivery window set
  2. Dispatch
    1. Driver assigned, route built
    2. Exception? Playbook with time limits
  3. Driver
    1. Pick-up and handling check
    2. Delivered, proof captured
  4. Compliance
    1. Chain of custody record filed
  5. Billing
    1. Invoice on delivery confirmation
    2. Location dashboard updated

Exceptions follow a playbook with time limits; the founder sees them in the weekly review, not on the phone. The same flow opened at every new location.

What changed?

  • Launched on time and within budget.
  • From one pharmacy and one location to two pharmacies and five locations in four months.
  • From 3 drivers to 20+ in the same four months.
  • Revenue and profit ahead of projections within six months.
  • Operations run in line with HIPAA, with the same dispatch-to-billing flow opened at every new location.
  • A five-star client review on Upwork.

What stayed after we left?

The dispatch-to-billing flow was written so that every new location opens on it. Exceptions follow a playbook with time limits, so the founder sees them in the weekly review rather than on the phone.

Is this relevant to you?

It is if:

  • You are about to open your second, third or fifth location, and the first one still runs on you.
  • Your people are paid on volumes that vary, and the rules live in someone's head.
  • You handle regulated data, and compliance has to be built in rather than added later.

Where would we start with you?

With the PPS Backbone Review: four weeks, a fixed fee of ₹1,50,000 to ₹3,50,000 plus GST and expenses, one fix working by the end, and a plan with owners and measures that is yours to keep, whether or not we build it with you.

How the Review works

Runs without the founder

SOPs for the recurring work, one workspace, and a weekly rhythm the operations lead now runs

Marketing operations team: running without the founder

Relevant if every client question in your business still reaches the founder.

Professional and business services

One record

for each patient, from referral to discharge, with every view and the monthly report built from it

Behavioural health provider: a patient registry in ClickUp

Relevant if your client or patient records live in several places and nobody trusts the count.

Healthcare services · United States

All results

What have we written about this problem?

Our newest articles on the problem this case shows.

  • The Boss Paradox · part 1

    The Communication Gap

    Leaders think in narratives and teams operate in consequences. Why a clear announcement leaves every listener with a different message, and the cost.

    Rashmi Kulkarni · · 6 min read

  • The People Paradox · part 1 of 5

    The People Paradox: When Teams Stop Behaving Like Families

    Why the family metaphor stops working somewhere between the fifteenth and the fiftieth hire, and what leaders can build in its place.

    Rahul Kulkarni · · 6 min read

  • The System Maturity Index (SMI) for Scaling Businesses

    A five-pillar self-diagnostic to test whether your systems, not your software, are ready to scale: process, ownership, invocation, simulation and feedback.

    Rahul Kulkarni · · 4 min read

  • 100+ engagements
  • 62,000+ delivery hours
  • Top 1% Expert-Vetted on Upwork
  • 100% job success, independently verified

Across Upwork and direct contracts, including the people on our project teams.

  • MIT MicroMasters, Supply Chain
  • Six Sigma Black Belt
  • PRINCE2 Practitioner

Questions about this case

How do you scale a delivery business to new locations without chaos?

By turning the first location into a system that can be copied before opening the second: one dispatch-to-billing flow, written SOPs, driver rules on paper and a dashboard for each location. Here the same flow opened at every new site as the business went from one location to five in four months.

How did you handle HIPAA?

As part of the build: data handling policies aligned with HIPAA, and secure processes for patient information.

By Rahul Kulkarni, MIT MicroMasters (Supply Chain) · Last updated

Tell us two things.

What you're trying to achieve in the next 90 days, and what's breaking in execution. We'll tell you plainly what we'd fix first.

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