Lumistry

Lumistry

Lumistry

Increasing pharmacy efficiency with multimodal messaging

From 2017 to 2022 independent pharmacy’s market share shrunk from 23% to 5% of the total US market. Most pharmacies employ 1-2 people per day for patient out-reach.

In controlled evaluations with practicing pharmacists, 10/10 validated this tool increased workflow efficiency, effectively reducing labor costs by an average of $60k/yr per location.

In controlled evaluations with practicing pharmacists, 10/10 validated this tool increased workflow efficiency, effectively reducing labor costs by an average of $60k/yr per location.

In controlled evaluations with practicing pharmacists, 10/10 validated this tool increased workflow efficiency, effectively reducing labor costs by an average of $60k/yr per location.

Project scope

  • Design messaging as a core feature

  • Include bulk & automated messaging

  • Integrate interactive voice response product and legacy messaging tool

My role

  • 2nd designer, 1st UX researcher

  • Owned patient side design

  • Collaborator on pharmacy side

Methods

  • Evaluation of legacy product

  • Customer advisory board(CAB)

  • User Testing with pharmacists

Tools

  • Pen and paper, Figma, Lucid chart

  • Excel, Amplitude

Duration

  • 1yr development: 0 to 1 design phase followed by testing based refinement

Date

  • Dec 2022 - Feb 2023, 10 weeks initial research and design

Tools

  • Pen & paper, Figma, Figjam, Lucid

  • Excel, Amplify

  • Jira, Slack, Aha!

Duration

  • ~1 year development: technical implementation & testing based refinement

Date

  • Dec 2022 - Feb 2023, 10 weeks initial research and design

Supported channels

Problem overview

  • Market conditions are forcing independents to modernize, they can't afford to stay open using traditional business models from the industry.

  • Many partial, outdated communication solutions exist in the space but none are able to navigate the intricacies of the industry effectively enough to bring modern mass communication workflows to pharmacy.

Business goals

  • Create new unified communication feature by combining legacy messaging, interactive voice tree, and new features.

  • Minimize risk of violations for misuse of clinical and marketing channels or accidental bulk messaging of an Personal Health Information(PHI).

  • Lead new flagship launch strategy as primary value offering to customer.

Constraints

  • Out dated tech such as fax and ridged, inconsistent APIs define the space.

  • HIPPA and federal regulation create numerous obstacles around messaging, telecommunication, and data practices.

  • Legacy messaging tool comes with data base limitations to maintain existing message histories.

Pharmacy personas

Patient personas

Research overview

Our research focused on collaborating with industry insiders and top-preforming customers of previous products. By studying the workflows these forerunners had already proven in their own businesses, we identified scalable patterns applicable across multiple business models.

Early questions

  • What's working in the legacy product?

  • What's not working in the legacy product and why?

  • What opportunities are we totally missing?

  • Where are users communicating?

  • What are they communicating about? Are those communications effective?

  • What existing reference points do users have to similar tools or technology?

Methods

Key takeaways

Customer advisory board

The customer advisory board (CAB) met monthly and consisted primarily of pharmacy owners and c-suit members from enterprise pharmacies, all licensed pharmacists. 6-12 people per session with 15 total members.

Our strategy was to have representation each session from each major business model we were targeting. For example we might have a single store owner, a small chain owner, a multi-brand owner, a mail-order, a cosmetic, and 2-3 from enterprise chains.

I would run 1-2 sessions per meeting day focused on discovery for new work and validation of work in motion.

Group bias

To mitigate some of the affects of meeting with our customers in a group our principle product manager and I came up with a plan.

  • All sessions would be recorded, even when in person.

  • Key questions identified ahead of time would have an answer collected from each participant.

  • If what appeared to be an insight surfaced in natural conversation we would specifically ask each other participants if they agreed or if they have had a different experience recording their answers.

By making it clear we were interested in everyones unique perspectives we found diverse experiences were more readily shared. These shared differences became a critical motivation for participants continued involvement.

Legacy messaging tool

Hypothesis

By automating and personalizing complaint, multi-channel patient communication and integrating IVR systems we can reduce manual outreach, lower federal compliance risk, and save pharmacies approximately $60k/yr per location in redundant labor.

Selected low and mid-fidelity iterations

Photo of hand drawn UI
Photo of hand drawn UI
Mid-fi pharmacy experience
Mid-fi pharmacy experience
Photo of hand drawn UI
Photo of hand drawn UI

Testing overview

I partnered with our most principle product manager for testing. We focused heavily on specialized pharmacy workflows but also key aspects of patient personas like the caretaker system.

Types of testing

  • Moderated internal sessions with pharmacists, former techs, and qualified patients

  • Sessions with customer advisory board

  • Unmoderated internal testing (all hands)

Testing strategy

Phase 1
basic usability and understandability of common functions

Phase 2
Workflow optimization and effective visual hierarchy specifically for Personal Health Information and caregiver status

Phase 3
Usability of complex tasks like bulk and automated messages, clear understanding of clinical vs marketing channels, PHI in bulk messages, caretaker systems

Pharmacy experience - select screens

Messaging landing, 1 to 1 chat

Product feature landing mockup
Product feature landing mockup

New chat modal

New chat message modal mockup
New chat message modal mockup

Bulk message tab, 1 to many

Bulk messaging mockup
Bulk messaging mockup

New bulk message modal

New bulk message modal mockup
New bulk message modal mockup

Patient experience - select screens

Messages landing (base)

Messages landing (caretaker view)

Caretaker landing mockups
Caretaker landing mockups

New message modal and open chat (caretaker view)

Challenges

  • Maintaining database compatibility with legacy product, which allowed support for message histories

  • Design QA: I often did this myself but strived to train the dedicated team on the level of detail I was looking at. I focused on Storybook components a lot.

  • Launching in brown-field market required strong parity with competitors

Next steps

There are plans to further integrate the IVR system into the platform. At initial launch we offer a partial integration of the automated phone tree, Lumistry's most used and profitable heritage product. 

Additionally I'd like to see more customization options to better accommodate specialized work flows for pharmacy business models that are more unique such as mail order and cosmetic pharmacies.