algorithm: 6 proof points
Rows on the facts page whose own text or source section carries "algorithm". The product name links the page with the full text. All skills.
| Role | Product | Situation | Task | Action | Result | Year | Skills |
|---|---|---|---|---|---|---|---|
| Senior Product Manager at Novo Nordisk | Wegovycare Wegovycare, a digital service to drive retention and repeat prescriptions for Wegovy | The brief was a set of standalone features the business thought would help, but nobody had talked to the patients. | Find the lever that would keep patients on treatment and coming back for repeat prescriptions. | Talked to patients: everyone wanted the same three things, how much weight they will lose, whether this is normal, whether they are on track. Made those the core loop; built a weight-loss prediction model in Excel to answer the first, then a profiling engine to personalise the rest. | 10% penetration in the first national market. Fastest-scaling and biggest-adopted digital product at Novo. | Mar 2020 - Feb 2022 | algorithm, API, regulated, pharma, healthcare, patients, discovery, prototyping, ways of working, growth, retention, roadmap, 0 to 1, marketing, team leadership, stakeholders, consumer |
| Senior Product Manager at Novo Nordisk | Wegovycare Wegovycare weight-loss prediction model | Patient research showed everyone wanted the same three things: how much weight they will lose, whether this is normal, whether they are on track. Nothing in the brief answered them. | Make those three questions the core loop of the product, and find the growth lever inside them. | Built a weight-loss prediction model answering the first question: a predicted trajectory for the individual to check progress against. Started as an Excel spreadsheet on a laptop; the maths worked out with the strongest backend engineer, then taken from concept to prototype. The same check-ins fed the profiling engine. | Patients could see whether they were on track against their own projection. The model was later spun out as a Bayesian API service, a product in its own right, and the team extended it from weight to HbA1c. | Mar 2020 - Feb 2022 | algorithm, API, regulated, pharma, healthcare, patients, discovery, prototyping, ways of working, growth, retention, roadmap, 0 to 1, marketing, team leadership, stakeholders, consumer |
| Senior Product Manager at Novo Nordisk | Wegovycare Wegovycare profiling and customisation engine, delivered as an interactive magazine | Research showed every patient journey is different and every patient has different needs. A linear app would not work, and the drop-off risks were different for each person. | Identify each patient's drop-off risks and act on them automatically, with a system that coped with real people who do not check in on schedule. | Tom's own idea and pattern, most of the algorithm his. Built a continuous profiling engine combining clinical data, usage signals and PROMs. Applied a consumer marketing playbook to act on the top risk: it decided what content was shown and could trigger a messaging flow. Ran on fuzzy logic, tolerating gaps and misuse. Output to the patient: an interactive magazine that changed with them. | Every patient got a personalised experience from one product and one codebase. Part of the launch that reached 10% adoption in the first market and became the fastest-scaling digital product at Novo. | Mar 2020 - Feb 2022 | algorithm, API, regulated, pharma, healthcare, patients, discovery, prototyping, ways of working, growth, retention, roadmap, launch, 0 to 1, marketing, team leadership, stakeholders, consumer |
| Senior Product Manager at Novo Nordisk | Wegovycare Wegovycare, digital patient platform for obesity medicine, built to scale | Every market needed its own version of every digital product, so nothing at Novo had ever scaled beyond one country. | Build one product that many markets could adopt and adapt without forking it. | Designed for scale: modular architecture, feature flags, an integrated CMS and a translation pipeline. Systematised co-creation with the markets so they shaped the product rather than waiting for it. | Novo's first digital health product adopted by multiple markets. First digital Novo product to scale. | Mar 2020 - Feb 2022 | algorithm, API, regulated, pharma, healthcare, patients, discovery, prototyping, ways of working, growth, retention, roadmap, 0 to 1, marketing, team leadership, stakeholders, consumer |
| Senior Product Manager at Novo Nordisk | Wegovycare releases Wegovycare release process | Release cycles for digital products at Novo were yearly. Every release carried heavy documentation for a high-regulation environment, and the documentation was written by hand. | Release often enough to learn from patients, inside the same regulatory rules. | Automated the documentation and the release workflows so the compliance paperwork fell out of the build rather than being written afterwards. | Release cycles went from yearly to bi-monthly. Fast for pharma. Iterative learning became possible. | Mar 2020 - Feb 2022 | algorithm, API, regulated, compliance, pharma, healthcare, patients, discovery, prototyping, ways of working, growth, retention, roadmap, 0 to 1, marketing, team leadership, stakeholders, consumer |
| Senior Product Manager at Novo Nordisk | Wegovycare roadmap Wegovycare roadmap | A project-model organisation steered by deliverables and dates. Nobody on the product had a way of saying what mattered next, or why. | Own the product vision and the backlog, and steer priorities by what patients did and said rather than by the plan. | Set the vision. Implemented OKRs, as in every product, else how do you know you have succeeded. Owned the backlog end to end: problem statements, user stories, acceptance criteria, sprint-by-sprint prioritisation with a cross-functional team of 10. Steered priorities and the roadmap with qualitative and quantitative signals together, patient interviews beside usage data. | A roadmap that traced back to patient evidence and a definition of success the stakeholders had agreed up front. The product hit 10% adoption in its first market against that definition. | Mar 2020 - Feb 2022 | algorithm, API, regulated, pharma, healthcare, patients, discovery, prototyping, ways of working, growth, retention, roadmap, 0 to 1, marketing, team leadership, stakeholders, consumer |