Products by Camino

Products we’ve built to streamline high stakes medcomms workflows.

From thousands of abstracts to one clear shortlist, nothing overlooked.

Goldfish HQ

Congress intelligence without the bottleneck. Goldfish reads, tags and prioritises thousands of abstracts so your medical and field teams walk into every congress ready for the conversations that matter.

In 2025 alone, Goldfish:

11,941

abstracts analysed

99%+

classification accuracy

19h→5h

manual review per congress

The Goldfish difference

Most medical teams lose the weeks before a congress to searching and reading congress sites. Goldfish turns the abstract drop into prioritised intelligence within days, not weeks, so your team acts on the science while it's still news.

01

Congress speed

Abstracts drop days before the event, leaving no time to read them all. Goldfish delivers a prioritised dataset within 48 hours of release, so pre-congress briefings are built on the latest science, not what was current last quarter.

02

Expert-verified accuracy

Every output is reviewed by Camino's medical writers before it reaches you. Classification accuracy has run above 99% since 2025, and at IEC 2024 Goldfish surfaced 62 priority abstracts that manual review missed.

03

Outputs for every audience

The same prioritised data feeds MSL briefings, post-congress reports, brand strategy decks and ongoing therapy area surveillance, each configured for the people who'll use it.

Congresses are where Goldfish started…but not where it has to stop.

The same pipeline now runs on any large dataset as continuous surveillance, all year round.

A modular workflow driven by your research questions

Goldfish operates as a three-stage intelligence pipeline, with Camino’s expert medical writers embedded at every stage to ensure scientific accuracy and contextual nuance.

01 / Data ingest

Goldfish accepts almost any text-heavy data source: published literature, congress abstracts, full manuscripts, meeting transcripts, MSL field insights, open-text survey responses, social posts and news feeds. If it carries strategic information, Goldfish can process it.

02 / Data tagging

Working collaboratively with your team, Camino’s medical writers define the metadata taxonomy that matters to your evidence base. This could be things like study phase, drug class, patient population, geography, sentiment, or any bespoke criterion. Goldfish applies these tags at scale; our writers verify accuracy and resolve nuance where AI alone is insufficient.

03 / Insight delivery

Outputs are configured to the task: prioritised abstract lists, structured evidence reviews, executive summaries, post-congress reports, MSL presentation decks. Every deliverable is ready when your stakeholders need it.

Our other products

Pulsara is an AI-powered impact measurement platform that combines multiple data sources with an objective scoring framework, using AI analysis validated by human scientific expertise to ensure robust, compliant, and medically defensible outputs. The result is a clear, visually intuitive Impact Report that supports both strategic and tactical decision-making.

Find out more

Camino's AI training product for pharma: a suite of interactive workshops (half-day to two days, virtual or in-person) that build medical and marketing teams' confidence and practical skills with AI tools through real case studies, frameworks, and hands-on exercises. It drives greater AI adoption, creative problem-solving, and internal advocacy, while equipping teams to navigate ethical and compliance considerations.

Find out more
Ready to dive in?

Get in touch to discuss your next challenge for Goldfish HQ.

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