Biophysics for
Scientists.

Self-driving analytical tools that bring expert-level measurement to every lab.

Instromeda SPRneo instrument cluster — three connected devices for automated biophysics

Universal access to mission-critical data types.

01

Expertise at the Edge

The device carries the domain knowledge. Protocol design, real-time optimization, and data interpretation happen onboard — so every user gets expert-quality results, whether they're an SPR specialist or running their first binding experiment.

02

Super-Cooperator

REST API. Python SDK. SiLA2. MCP server. Slack. Natural language. The device speaks every protocol your stack needs — because accessible data is only valuable if it flows into the workflows where decisions get made.

03

Modular by Design

The era of the monolith is over. Smaller, connected devices that compose into larger systems — scaling with your needs, not ahead of them. One Neo for a single lab. A networked array for high-throughput screening. Same intelligence at every node.

04

Built for Every Lab

Accessibility means nothing if the price tag keeps it out of reach. We engineer for self-repair, long service life, and manufacturing efficiency — because the goal is to maximize the number of labs that can generate critical data. Gold-standard SPR at the price point of entry-level BLI. No compromise on data quality.

Instromeda SPRneo prototype running in an automated workflow

One of our working prototypes, integrated in an automated workflow.

Declare what you want to learn. The device handles the rest.

Every Instromeda instrument is a programmable endpoint with onboard expertise. Tell it what you need to measure — via your preferred interface — and it designs the protocol, runs the experiment, and delivers analyzed results.

from instromeda import SPRneo

neo = SPRneo("sprneo-7.local")
result = neo.measure(
    goal="binding_kinetics",
    ligands=[
        {"name": "EGFR-ECD", "features": ["biotinylated"]},
        {"name": "HER2-ECD", "features": ["biotinylated"]}
    ],
    analytes=scfv_panel,
    chip_type="SA"
)
result.summary()

Not just automated. Autonomous.

The measurement doesn't depend on who's running it.

REMOTELOCALAPP KEYBYOCBYOMMessagingStay connected.Generalists welcome

Any scientist, robot, or AI agent can operate the device from a single sentence of intent. No specialist required.

INTELLIGENT BY DESIGN

Emergent-event handling. Edge intelligence through light inference and embedded, versioned domain knowledge.

Cloud

Fleet management, remote access, storage, digital twins.

Super-cooperator

MCP, Python SDK, SiLA2, OpenAPI

Any frontier model via MCP.
Access

Designed for simultaneous human and robotic physical access. Automation compatible consumables.

AGENTS
01

Declare Intent

Intent, not instructions. Say what you want to learn.

02

Onboard Expertise

Encoded domain knowledge designs the experiment.

03

Adaptive Execution

Real-time monitoring. Parameters adjust on the fly.

04

Results, Not Raw Data

Analyzed, contextualized, delivered.

SPRneo

Label-free binding kinetics — a gold standard measurement in drug discovery — in a device that designs its own experiments, runs unattended, and delivers analyzed results. No SPR expertise required. No six-figure budget. Just answers.

01

Real-time ka, kd, KD

The outputs that matter — no compromise on data quality

02

No expertise required

Onboard intelligence handles protocol design and optimization

03

API, SDK, MCP, SiLA2, NL

Every integration pathway, built in from day one

04

Meeting the moment

Labs are rethinking their instrument stack. Modular, intelligent, and priced for the labs that need the data most.

Meet SPRneo
Instromeda SPRneo — self-driving surface plasmon resonance instrument displaying live binding kinetics data

See what accessible biophysics actually looks like.

We'll run a binding experiment live — on your molecules if you bring them. No canned demo. No slide deck.

Request a Demo