Case studies

How clients use Avenbuan Bio Intelligence.

Anonymised engagement summaries. Each one illustrates the type of question Avenbuan Bio Intelligence is designed to answer, the work we did, and the decision that resulted.

Note: as a newly launched firm, the engagements below are illustrative — drawn from the analytic frameworks applied in Endrice Avenbuan’s prior research roles at Trinity Student Managed Fund (Healthcare & Pharma), BlackRock, Fidelity International, and the Wellcome Trust biomedical research programme. Live client work is delivered under NDA.

Case 01 · Asset diligence

European mid-cap pharma — GLP-1 in-licensing decision

The question

Should the corporate-development team in-license an early-stage oral GLP-1 mechanism, or partner for a late-stage monthly injectable?

What we did

Built a probability-adjusted commercial NPV comparison across both options, stress-tested against SURMOUNT-5 data, the Medicare GLP-1 Bridge demonstration, and three persistence scenarios. Mapped sterile fill-finish capacity for the late-stage option.

The outcome

Recommendation: pass on the early-stage oral, pursue partnership on the late-stage monthly. Saved the client an estimated 18 months of opportunity cost.

Case 02 · Competitive landscape brief

US biotech investor — sector positioning paper

The question

What does the 2030 incretin market look like under bear, base, and bull cases, and which mid-cap names are mispriced against the scenario tree?

What we did

Triangulated JPMorgan, Goldman Sachs, Morgan Stanley, EvaluatePharma, IQVIA, and BMO forecasts. Built sponsor-by-sponsor revenue waterfalls under each hinge variable.

The outcome

Two-page IC memo + 12-slide deck supporting the investor’s LP communication for Q1 2026. Underlying brief refreshed quarterly.

Case 03 · Market entry strategy

EU specialty biotech — UK / Ireland launch sequencing

The question

For a novel-mechanism cardiometabolic asset, should the launch sequence prioritise NHS England (post-NICE) or wait for HSE Ireland reimbursement parity?

What we did

Built a country-by-country HTA scenario, payer archetype mapping, and sales-force sizing logic. Stress-tested NICE TA1026-style commissioning timelines against the HSE reimbursement target.

The outcome

Decision to launch UK first, build Irish KOL coverage in parallel, formal HSE submission Q4 2026. Net result: launch-economics IRR moved 220 bps.

Case 04 · Board briefing

Irish pharma services provider — strategic board pre-read

The question

Following Novo Holdings’ acquisition of Catalent, how does the fill-finish landscape in Europe reshape contract-manufacturing pricing power?

What we did

Two-page principal memo with explicit recommendations, plus a 10-slide pre-read deck for the board meeting and a 30-minute live Q&A with the analyst.

The outcome

Board approved capex acceleration on a second sterile-fill line. Memo informed the subsequent Series A pitch deck for a related joint venture.

Case 05 · Pipeline intelligence

US asset manager — cardiometabolic retainer

The question

Maintain a real-time view of cardiometabolic pipeline read-outs and probability-adjusted threat scoring against the duopoly.

What we did

Annual retainer covering: monthly pipeline matrix; ADA / EASD / AHA conference previews; 24-hour read-out reaction notes; quarterly threat ranking review.

The outcome

Three position-sizing decisions in the past 12 months attributed to Avenbuan read-out reaction notes. Retainer renewed for a second year.

Case 06 · Bespoke research

Investment-banking team — IPO pitch evidence pack

The question

Build the evidence pack underpinning a sector positioning section for a cardiometabolic biotech IPO pitch.

What we did

Two-week analyst sprint. Source extraction across SEC filings, FDA briefing documents, EvaluatePharma comparables, and NEJM publications. Delivered a 30-page evidence pack plus a 6-slide pitch insert.

The outcome

Materials used in two follow-on management roadshow meetings. Sponsor invited us back for the diligence phase.

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