Life Sciences

Make the technology around your science work together.

Connect instruments, LIMS, ELN, scientific applications, and data platforms around the way your laboratory works.

Person wearing a lab coat and safety glasses beside two enclosed RAC concept cabinets

The challenge

A result crosses more systems than anyone planned.

A result can cross several systems before a scientist can use it. Manual transfers, inconsistent identifiers, and missing context make that journey difficult to trace.

Implementation considerations

Make the boundaries explicit.

01

Start with the handoffs

Map how requests, samples, results, and exceptions move through the laboratory. Identify which system owns each record and where scientists have to reconcile information. The first integration should remove a specific source of friction.

02

Keep context with the result

A useful data flow preserves sample identifiers, method versions, timestamps, units, and processing history. Define those fields before building connectors so downstream applications can interpret the result correctly.

03

Design for interruptions

Instrument connections fail and source systems change. Plan for buffered capture, duplicate detection, controlled retries, and an operator review path. A dashboard should show which records need attention and who owns the next action.

Our approach to connected laboratories

Standardize physical access.
Make the instrument digitally addressable.

CAB and VIA connect the instrument’s physical integration to its representation in the laboratory’s orchestration fabric.

Proposed Helixoid architecture. CAB and VIA describe the physical and digital access layers; the diagram does not establish deployed capability or an industry standard.

01 / Physical foundation

Anatomy of CAB

CAB means Configurable Automation Bench. It defines repeatable physical interfaces so instruments can join a configurable automation environment.

Standardize the way an instrument connects to the bench, while preserving the requirements that make that instrument work correctly.

CAB components

  1. 01

    Signal tower

    An external status indicator makes the concept workcell’s operating state visible.

  2. 02

    Safety interlocks and light curtains

    Access-monitoring and protection elements are shown at the enclosure boundary.

  3. 03

    Plexiglass enclosure

    Transparent panels surround the instrument and automation work zone.

  4. 04

    Through-conveyor belt

    The proposed rear pass-through connects adjoining instrument positions.

  5. 05

    Aluminum extrusion frame

    The 20 × 40 frame shown in the original concept provides the modular structure.

Complete CAB concept with circle callouts: 01 signal tower, 02 safety interlocks and light curtains, 03 plexiglass enclosure, 04 through-conveyor belt, 05 aluminum extrusion frame, 06 SCARA robot, 07 lab instrument, 08 labware and tools, 09 control cabinet, 10 leveling feet and casters
  1. 06

    SCARA robot

    A compact robot moves labware between the transfer position and the instrument.

  2. 07

    Lab instrument

    The hosted instrument retains its own operating, access, and maintenance requirements.

  3. 08

    Labware and tools

    Modular fixtures support the agreed carrier and material-handoff interface.

  4. 09

    Control cabinet

    The lower cabinet contains the PLC, local controls, and safety-control components shown in the study.

  5. 10

    Leveling feet and casters

    The base supports positioning and leveling as the physical layout is reconfigured.

Position & access

A known place for each instrument.

Document mounting positions, reference points, access envelopes, and maintenance routes. The instrument’s working face and its automation access need clear, reviewable boundaries.

Material handoff

A consistent point of exchange.

Define the loading and unloading interface, carrier compatibility, and handoff ownership. A rear transfer path can connect adjoining modules where the chosen design supports it.

Utilities & connectivity

Connections with explicit requirements.

Document power, data, and any required utilities. Standard connection points make integration expectations visible; they do not make every instrument automatically compatible.

Local control & protection

Keep physical authority at the bench.

Instrument controllers, access interlocks, limits, and safe-stop functions remain part of the physical integration. Orchestration requests work through the approved interface and cannot replace local safeguards.

02 / Digital instrument access

VIA, why and how

VIA means Virtual Instrument Access. It gives the orchestration fabric an addressable digital representation of instrument capabilities, state, and results.

Why VIA

A standard physical interface makes an instrument accessible. The digital layer also needs to know what it can do, whether it is available, what a request means, and how completion or failure will be reported.

How VIA works

A software adapter maps the instrument’s supported interface to a capability contract. VIA exposes that contract to orchestration and returns observed state, events, and result references with instrument identity and context.

  1. Identify

    Describe the instrument.

    Give the instrument a stable identity and a reviewed capability description, including availability and operating constraints.

  2. Connect

    Map supported interfaces.

    Use an adapter to translate approved requests and device feedback. Unsupported actions and ambiguous states need an explicit handling path.

  3. Coordinate

    Join the orchestration fabric.

    Let workflow software coordinate instrument availability and dependencies through a consistent access model, with permission checks and traceable records.

  4. Synchronize

    Keep the representation current.

    Feed observed status and results back into the digital representation. Define freshness and reconciliation rules so the model does not silently drift from the physical instrument.

From virtual access to a digital twin.

VIA provides the digital identity and access layer. A digital twin adds a defined model, appropriate validation, and maintained synchronization with the instrument. CAB establishes the physical interface; the adapter and state model make that interface usable digitally.

03 / One connected architecture

From CAB to VIA
to the orchestration fabric.

Authorized requests travel toward the instrument. Observed state, events, and result references travel back to the digital layer.

CAB and VIA: from physical instrument access to digital laboratory orchestration A proposed reference architecture. At the physical layer, a Configurable Automation Bench, or CAB, standardizes instrument placement, connections, and access. An adapter and capability contract maps that access to Virtual Instrument Access, or VIA, a digital representation of each instrument. A laboratory orchestration fabric coordinates VIA through approved workflows, scheduling, and traceable execution. Scientists retain oversight, with AI decision support subject to approval. Commands move downward; state, events, and results move upward. The CAB local safety boundary and instrument protection remain independent of orchestration. This conceptual illustration does not represent a deployed Helixoid system or an established industry standard. CAB + VIA / PROPOSED REFERENCE ARCHITECTURE A physical interface. A digital instrument. Standardize access at the bench. Coordinate capability in the orchestration fabric. 03 Lab orchestration fabric Coordinate approved work across digital instruments Scientist oversight Approved workflows + AI decision support Workflow planning Intent, dependencies, approvals Instrument scheduling Availability and coordination Traceable execution State, events, results, provenance Commands + workflow requests State + events + results 02 VIA / Virtual Instrument Access An addressable representation; a digital twin requires a validated, synchronized model DIGITAL ACCESS LAYER Identity + capabilities What an instrument can expose Command + state model Requests, status, errors, completion Results + provenance Data linked to instrument context Authorized commands Status, errors and results Adapter + capability contract Maps standardized access to a consistent software interface 01 CAB / Configurable Automation Bench A proposed standard physical interface for instrument integration PHYSICAL LAYER Physical interfaces Placement, connections, access Instrument + local control Device-specific actions and feedback Local safety boundary Interlocks, limits, safe stop Independent of orchestration Concept for discussion and validation. Interfaces, digital models, and safety responsibilities require engineering approval. CAB and VIA are used here as Helixoid’s proposed architectural terms; this illustration makes no claim of deployed capability.

Scope the first step

Before the first commitment.

Do instruments have to be replaced to connect them?

Usually not. Most of this work sits in the capture and adapter layer between an instrument and the systems that record its output. Where an instrument exposes no usable interface, that limit is identified during the handoff review rather than assumed away.

Scope, deliverables & terms ↗

Start with one challenge

Let’s connect what comes next.

Bring the workflow, the systems, and the question. Define a useful next step together.

Discuss Your Challenge