Case note · Life sciences · dataPreclinical research portal for global labs

Preclinical data was growing exponentially across labs and formats; nobody could compare it, let alone predict from it.

Ask about this All case notes

60%

less analysis time on preclinical data across global labs

Data & AI

engagement shape

Life sciences · data

domain

Withheld

client name; details on the call

Problem

Preclinical data was growing exponentially across labs and formats; nobody could compare it, let alone predict from it.

What we did

A compliant cloud architecture with custom ETL to harmonise heterogeneous lab data. Machine-learning models for predicting therapeutic response and model relevance. Dashboards and real-time visualisation for researchers.

Measured

Data analysis time down 60%. 100% of data visible across global teams. Predictive accuracy up.

Stack

Custom ETLPythonML modelsCloud architectureDashboards

Measured

60%

less analysis time on preclinical data across global labs

Shape — Data & AI

Domain — Life sciences · data

Client — Withheld; named on the call

Ask about this on the call

More from the record.

All 32 →

Embedded payments and stored-value wallet platform

Fintech · payments

0 → 150+ merchants and 100K+ transactions in four months of launch.

Built · product-led

Loyalty and retention engine for enterprise retailers

Retail · loyalty

Up to 5× increase in repeat transactions.

Built

Storefront and growth product

E-commerce · growth

75% more repeat customers in two months, alongside 40% monthly acquisition growth.

Built

This case · the call

Ask about this one. We will say what we would do differently.

Bring the problem, not a brief. If it is outside what we do well, we will say which of our contacts to call instead.

Book a consult See our work

Or email info@hopsig.com — reply within one working day.