Data & AI consulting for scientific environments

Architecture First.
AI Second.

Book a call

Where your lab's data lives today

In a notebook

Everything is there, but only the person who wrote it can find it. And it leaves when the person leaves.

In a spreadsheet

Perfect for the person who built it. A puzzle for everyone else.

In an instrument export

Precise and vendor-specific. Readable by the machine that wrote it and by almost nothing else.

In a shared folder

Findable, if you already know the filename and who saved it.

End-to-end consulting

We run your lab's digital transformation.

First the data foundation, then AI automation in production. We study how your team works, design the architecture, implement everything with you and train everyone.

Not a license and a manual: a partner in the lab.

One ecosystem for the whole lab

Structured at the source, ready for intelligence.

Lab workspace

Everything your lab records, in one place.

Early access - already running in a real lab
One home for all your dataAll the lab's information - organised and easy to find.
Day-to-day that runs itselfYour cockpit for bookings, restock lists and reminders - all running in the background.
Everyone on the same pageOne source of truth for the whole team, with a full trail behind it.
Want early access? Talk to us

Data foundation

From scattered files to governed, AI-ready data.

Built with each lab during implementation
Your data, finally structuredAll your data sources stop living in ten places.
Nothing is lost, everything is traceableVersioned and auditable by default.
Ready for what's nextFAIR by design, queryable by people and by agents.
See the full pipeline

AI agents

The busywork starts doing itself.

Early access - first agents in testing
Event-drivenStock dips below minimum - an agent drafts the reorder.
Never beyond your dataGrounded in the lab's records, not the open internet.
Your yes is the commitCritical actions ship only after sign-off.

Orchestration

One agent acts. BioFlow runs the process.

In development
Processes, not one-offsMulti-step lab routines run end to end.
You hold the controlsPause, resume or cancel any run, live.
Built to support GLP and ISO/IEC 17025 practicesA complete trail on every run.
See the process running

How it works

One funnel - raw at the entrance, ready for intelligence at the exit.

DATA SOURCES
Excel
PDFs
Word / Docs
Databases
Images
Videos
Lab workspace
GO-O Lab - or the one you already use
MCP BRIDGE
MCP
Model Context Protocol - the universal translator at the door
schema mapping
protocol adaptation
validation
FORGE ENGINE
FORGE
structured data foundation · SDMS on Azure Databricks
Fetch
automatic ingestion of every source
Orchestrate
versioned, auditable pipelines
Refine
FAIR standards & ontologies
Govern
access control, audit, compliance
Expose
APIs & dashboards → NEXUS
MCP AGENT LAYER
MCP
Agent context - each agent sees only the data it needs
messaging
auth & access
observability
NEXUS AGENTS
NEXUS
AI agents · orchestrated by BioFlow
Stock movements
Equipment booking
Report generation
Alerts & reminders

One agent acts. Nexus BioFlow runs the process.

Nexus BioFlow is the orchestration engine behind Nexus Lab Agents. When something happens in the lab, it puts the right agents to work in the right order, with the right context. Every run leaves a full audit trail.

Click any node to see what it does.

Automation you can audit.

Four guarantees, on every run.

Audit trail per execution

Prompt, output, model, cost and sign-off recorded for every run, built for GLP & ISO 17025 workflows.

Human-in-the-loop

Nothing critical is committed without approval, with live states and pause, resume and cancel controls.

Grounded in your own data

The agents answer from your lab's data, not from the open internet.

Multi-tenant, isolated data

Runs on Azure as a multi-tenant platform: one platform, each lab's data isolated. Azure OpenAI keeps prompts in-region; Claude and Gemini are optional, never used to train models, with zero-retention options where available.

Let’s build together?

Talk to the GoScience.bio founders
Sofia SantosBiotechnology & Researchsofia.santos@goscience.bio
André SantosData Architecture & Engineeringandre.santos@goscience.bio