Bioinformatics.
New sequences, relabelled variants, outbreaks and stopped trials, the moment they matter.
Reading…
Power your idea with Panbiota → · Open the instrument · Intelligence, not advice.
What it answers.
- Has a medicine or device we stock been recalled abroad, and has our own regulator acted on it yet?
- Does our test still match the H5N1 bird-flu strains sequenced in the past month, country by country?
- Do the first virus sequences from an outbreak really come before the official notice, and by how many days?
- Which phase 3 trials in our disease area stopped early or were withdrawn this month, and how many volunteers had joined?
- Has the clinical label on any variant we reported to patients changed since our report?
- If an impurity like the 2018 blood-pressure recalls surfaced today, how many lines on our formulary could it touch, and how bad could it get?
Who uses it.
Diagnostic test and vaccine developers
Do the designs still catch circulating strains? New sequences by country, first sightings flagged, show which samples to check first.
Public health and infection control teams
When to warn clinicians? Notices, weekly cases and new sequences on one clock: a cross-checked signal.
Drug developers and the firms that run their trials
Choosing sites and answering a rival's stop. Trials opened, finished, stopped early or withdrawn, listed the day they are posted.
Hospital pharmacists and medication safety officers
Check batches after a recall abroad? Foreign recalls matched to your product list the day they publish.
Genetic testing laboratories
Which past reports need review? A weekly list, by gene, of variants whose clinical label moved.
What we model, test and run.
Spillover set-up
H5N1 sequenced in a new mammal or country, sequencing above its 28-day normal, an outbreak notice within days. When it forms: likely spread, new hosts and cases, and how soon.
Shortage gap across borders
A medicine short or recalled in one country, still supplied in another, for licensed distributors. Weighed against relabelling, import licences, transport and price controls.
One regulator, then another
One regulator recalls over a maker fault: does a second follow within sixty days? How often, and how soon.
Recall cascade on a formulary
A recall cascade run on your formulary, such as an impurity found across blood-pressure medicines: lines touched, days per country, and the worst case.
Bio-signal action engine
Follows every sequence, outbreak notice, trial change, variant relabel and recall. Quarantines matching batches, raises review tasks, opens site reviews. Never diagnoses; runs in your systems, on your rules.
What we build for you.
Virus sequencing map
World map shading each country by new sequences against its 28-day norm, one virus family at a time. First sightings pulse and alert.
Test and vaccine match checker
Each day's sequences against your test or vaccine design: the share still matching, by country. Changes at the exact sites your design depends on are flagged for lab testing.
Outbreak lead-time tester
One line per outbreak: notices, weekly counts, first sequences. How many days each signal leads the official notice.
Cross-border recall matcher
The same medicine, device or maker matched across UK, European, US and Canadian recalls. Who acted first, days to the next, checked against your product list.
Variant reclassification watch
Weekly list of human genetic variants whose clinical label moved, by gene and changing laboratory. A prompt for a genetics professional's review, never a diagnosis.
Delivered to you.
Daily bio-signal assistant
A plain-English morning reading: sequences by country, outbreak notices, trial changes, cross-border recalls. In your team chat, answering follow-ups; every line traceable.
Product watchlist alerts
Each new UK, European, US and Canadian recall checked against your products, makers or ingredients. For pharmacy chains, care-home groups and safety teams.
Trial landscape reports
Every trial in your disease area by sponsor, phase and country: recruiting, finished or stopped early. Changes since last edition marked.
Sequence and clinical analysis
Sequencing analysis from raw reads to called variants, built for your samples and studies. Within consent, every result reproducible.
Reading…
Power your idea → · Open the instrument · Intelligence, not advice.
We build the intelligence.