Antibody Discovery Data Pipeline and Partner Portal for a Biotech Research Firm
Let's Connect
Problem
Screening data trapped in instruments
A discovery-stage biotech running more than 20 partner programmes had antibody screening data stranded on individual instrument workstations. Scientists exported CSVs by hand, plate and sequence metadata was retyped into spreadsheets, partners waited weeks for consolidated reports, and no one could compare candidate performance across programmes without days of manual assembly.
Solution
Automated pipeline with partner portal
We built an automated ingestion pipeline that pulls assay and sequencing outputs directly from instrument workstations into a central research data store, standardising plate, batch and sequence metadata on the way in. On top sits a partner portal with per-programme dashboards, candidate comparison views and downloadable datasets, with role-scoped access so each partner sees only their own programme.
Measurable Impact
What changed after launch
Instrument-to-database latency cut from days of manual export to under 30 minutes
All 20+ partner programmes migrated onto the pipeline within 6 months
Partner reporting moved from a weekly manual cadence to on-demand portal access
Scientist hours spent on data wrangling reduced by roughly 55% per programme
Tech & Tools Used
What powered the build
Ready to Build your Life Sciences & Med Devices Business with Genomics & Research Pipelines
Ask Byte
Ask Byte
Typically replies instantly
just Now
Hi! I'm OrganByte's assistant. How can I help you today?
AI-generated content may be incorrect
