Building better ways to operate across the pharmacy economy.
Milligram turns difficult strategic and operational decisions into working systems — so your organization can act with clarity, consistency, and speed.
The data exists. The decision still lives
in a spreadsheet.
Pharmacy organizations rarely lack information. They struggle to connect market rules, economics, operational reality, and fragmented systems into a clear next action — so the call gets made in an inbox, or in someone's head.
That missing layer is what Milligram builds.
We partner with operators and market leaders across the pharmacy economy to discover, build, and scale better ways to operate — turning hard decisions into systems that keep creating value long after they ship.
Some decisions shape the business.
Others run it.
Decisions that shape the business
Infrequent, consequential, expensive to get wrong.
Decisions that run the business
Made daily, in volume, usually without a system behind them.
Milligram works at both levels — helping leaders understand what should change, and building the systems that make the change operational.
How a decision
becomes a system.
We don't begin with a product to sell. Understanding comes before technology — we learn how the work actually happens and where the decision breaks down, then decide what's worth building. Sometimes that's software; sometimes it's something else entirely.
We do not replace judgment. We make it visible, repeatable, and easier to act on.
How we buildLearn how the operation, economics, and constraints actually work.
Identify the decisions and signals that drive the outcome.
Turn the model into software, workflow, automation, or an operating process.
Put the system into real use, with clear ownership and measurable actions.
Capture outcomes and improve the system over time.
One team. All three.
Engineers who understand reimbursement.
Strategists who can read a pipeline.
Data scientists who have stood at the counter.
That overlap is the whole point. It is what lets us build systems that actually work in the real world — on real data, in real workflows, at real scale.
Knowledge that compounds
What we learn solving one operational challenge becomes knowledge we reuse on the next. Over time, solutions get sharper, products get stronger, and the organizations we work with keep pulling ahead.
- 01Operational Challenge
- 02Discovery
- 03Shared Understanding
- 04System Design
- 05Implementation
- 06Real-World Learning
- 07Reusable Knowledge
- 08Better Products
- 09Better Organizations
- Every project makes the next one better.
Three ways in
Different seats in the pharmacy economy face different decisions. Pick the door that matches yours — each one leads to real proof, not a pitch.
Run the operation better
For pharmacy operators
Clearer daily priorities, stronger economics, and consistent execution across every store — starting with the opportunities your existing systems leave behind.
Explore Phios / DECIDEMake a consequential move
For pharmacy-market leaders
A high-stakes strategic, economic, reimbursement, product, or policy decision — modeled rigorously and turned into a working answer, not a report.
See selected outcomes / BUILDBuild what is missing
For founders, operators & investors
You see an important problem the market hasn’t solved. We bring the data, platform, and product team to turn it into a working system — together.
Build with us Built systems,
not slide decks.
Milligram builds decision systems across the pharmacy economy. Phios is the first of those systems delivered as a repeatable product — the operating layer for community and multi-site pharmacy.
Phios
Pharmacy Margin Recovery & Workflow Intelligence
Your existing systems record and transact. Phios prioritizes the work they leave behind — it connects to your pharmacy data, surfaces profit opportunities across retail and 340B, routes the next action to your team, and measures the result.
Monthly recovered margin
340B profit identified
Staff time saved / month
What this
looks like in practice.
We complement what our partners already know — and help them see around the corners. A few of the outcomes we have shipped together.
Outcomes
International Healthcare & Life Sciences
- New consumer-centric, provider-connected healthcare web application
- New web presence across all lines of business
- Launched company public on NASDAQ
Outcomes
Local Medical Business
- Fully customized internal clinic portal
- +30% all-in net profit after one year through analytic insights
- +200% daily high-margin appointments booked
Outcomes
National Pharmacy Policy During Covid-19
- Deployed reimbursement strategy for pharmacist immunizations
- Policy analytic support driving national change
- Federal and state policy analysis and recommendations
A window into how we think
Not a blog. The frameworks and ideas that have emerged from building real healthcare systems — shared when we've found something worth sharing.
Read perspectivesHave a healthcare idea worth building?
The best ideas often come from the people who live the problems — not from those with capital or infrastructure. Through Launchpad, you bring the vision and expertise; we bring the data, platform, and team, and we build it together.
Explore LaunchpadYou bring the vision and domain expertise
We bring proprietary data, AI models, and engineering
We build it together — and share in the outcome
Have an operational challenge
worth solving?
If solving it would help your team work with more clarity and confidence, it's worth a conversation.
Start a Conversation