Our LIMS records sample status, but it cannot prove what the freezer compressor was doing that night.
iLabService adds physical condition, access, compressor-risk, and response context behind the scientific record.
Your partner path LIMS integrationEcosystem partners
Build the AIoT physical context layer with iLabService.
We help partners in global markets connect systems, equipment, hardware, services, compliance expertise, and AI applications into a shared operating layer for regulated lab environments and AI for Science (AI4S) workflows.
What your customers are already asking
The partner opportunity starts with questions your current products cannot answer alone.
Regulated lab customers are no longer only asking whether a record exists. They are asking whether the record can prove what physically happened in the room, asset, instrument, cabinet, or workflow.
The device was delivered, but the customer says usage is unclear. Can we show actual powered-on time?
SciSocket and Guardian turn power patterns, utilization, alarms, and service history into governed operating evidence.
Your partner path Hardware OEMWe do compliance consulting, but collecting audit evidence still takes three days of screenshots.
Event timelines, corrective actions, owners, SOP links, and review status become reusable evidence packages.
Your partner path Compliance servicesOur model predicts deviations, but it cannot see the physical conditions during the experiment.
Physical context gives AI systems access to temperature, gas, equipment, room, inventory, and response signals.
Your partner path AI builder pathPartner ecosystem
One physical context layer that makes partner offerings more useful inside global labs.
iLabService sits between the physical lab floor and the systems customers already use. Partners can use that context layer to make their products easier to deploy, easier to prove, and more valuable in regulated operations.
Current partners
Partner relationships already extending the lab context layer.
iLabService works with regional lab technology and service partners to connect physical context, customer workflows, and deployment support into regulated lab environments.
Smart lab ecosystem
Lab technology ecosystem
AI agent infrastructure
Synertec Intelligence
Connecting AIoT-enabled lab operations with practical deployment and customer support paths.
LabWare Group
Linking lab technology relationships and service workflows with iLabService deployment opportunities.
LAgentBot
Connecting physical lab context with agentic science infrastructure and AI-ready operational evidence.
Why partner now
Regulated labs are asking partners to close the physical evidence gap.
The near-term opportunity is practical: customers are asking vendors, consultants, integrators, and AI builders to explain what happened in the lab, not just what was typed into a record. iLabService is opening partner paths for teams that want to attach their offering to this physical-context demand. Public partner names depend on customer and channel agreements, but the deployment patterns below show the joint value customers can understand quickly.
Add the physical story behind the scientific record.
Your records show what was tested, approved, or released. iLabService adds what the environment, equipment, inventory, and people workflows were doing at the same time.
First deployment pattern
Link sample custody, storage location, exposure windows, room conditions, and exception response into the evidence package auditors ask for after an incident.
Turn device data into a governed operating package.
Utilization, maintenance, alarms, power, condition, access, and consumables can become subscription-ready context instead of isolated device telemetry.
First deployment pattern
Connect utilization, alarm, service, booking, and maintenance signals so customers do not rely on separate device logs and spreadsheets.
Package expertise around evidence customers can use.
Consultants, service teams, and AI builders can work from structured event timelines, ownership, response history, and validated deployment context.
First deployment pattern
Turn recurring freezer, gas, waste, qualification, and deviation work into monitored scenes with reusable rollout, review, and reporting patterns.
Partner value
What iLabService adds to partner solutions.
Physical context your system cannot capture alone
Connect equipment state, room conditions, access activity, inventory movement, sample storage, and local events into partner workflows.
Faster customer deployment
Use configurable hardware, Sci-Edge edge infrastructure, and lab-ready workflows instead of building every physical integration from scratch.
Stronger regulated proof
Give customers structured audit trails, event histories, response records, and compliance-ready evidence around your solution.
Expanded solution surface
Turn a single product, service, or consulting engagement into a broader operational infrastructure conversation.
Joint go-to-market
Package partner expertise with iLabService software and hardware for specific lab scenes, customer types, or regulated workflows.
AI-ready data foundation
Expose trusted physical context data for AI, automation, prediction, and scientific workflow support.
Who we work with
Find your partner fit in 30 seconds.
Start from what your company already has. The right partnership is the one that turns that strength into evidence your lab customer can actually use.
What you already have
What your customer gets with iLabService
Equipment OEMs · sensor partners
Device telemetry without a governed operating layer
Auditable operating evidence, maintenance context, and service triggers around your hardware
LIMS · ELN · records platforms
Sample records without physical environment context
The physical conditions behind each record: storage, exposure windows, access, and response history
Compliance · validation consultants
Advisory expertise without a live evidence platform
Continuous structured records that replace screenshot collection and accelerate audit preparation
AI · AI4S builders
Models without trusted physical ground truth
Sensor-grade context for anomaly detection, reproducibility, prediction, and workflow automation
System integrators · automation partners
Integration services without a lab-native IoT layer
A complete hardware, software, and edge deployment package for regulated lab scenes
Facility · lab service partners
Site operations expertise without continuous context
One monitoring layer across rooms, equipment, safety, inventory, and service workflows
API preview
Show technical teams what the context data looks like.
The current Open API surface already exposes authentication, asset context, room topology, and ranged telemetry. That gives LIMS, AI, and integration teams enough structure to start a real architecture discussion before a discovery call.
POST /api/base/token/login
Application credentials return access and refresh tokens for partner-side API calls.
GET /api/labbase/v1/secure/client/assets/device/page
Paginated device records include asset, brand, model, serial, owner, room, site, and status context.
GET /api/labbase/v1/secure/client/assets/room/page
Room records expose site, building, floor, GxP type, owner, description, and device count.
GET /api/monitor/v1/secure/client/data/ranged/telemetry
Time-range queries return measurements, units, threshold ranges, timestamps, values, and alert windows.
Integration objects
lab_asset
assetName · assetNumber · categoryName
ownerName · roomName · siteName · deviceStatus
lab_room
siteName · buildName · floorName
gxpType · ownerName · assetTotal
telemetry_metric
measurement · metricName · unit
minNormalValue · maxNormalValue
timeSeries · valueSeries · alertRangeList
Supported patterns
REST auth
app credentials · access token · refresh token
REST asset pull
devices · rooms · owners · location hierarchy
REST telemetry
ranged physical signals with thresholds and alert windows
Implementation scope
Event push, webhooks, or Sci-Edge site integration can be scoped around these same context objects.How we work
A practical path from partner fit to deployed value.
Week 1
Confirm the shared customer and first scene
Jointly identify one common customer and one concrete lab scene. This can usually begin before deep legal or NDA work.
Week 2-3
Align the technical path
Confirm API access, test environment, data schema, event objects, device signals, and evidence-export expectations.
Week 4-5
Run the first joint deployment
Deploy around one lab, one scene, and one measurable workflow such as freezer room, gas room, inventory, or equipment usage.
Week 6
Produce the first joint evidence package
Show the customer what changed, what can be proven, and whether the pattern can be repeated across sites or modules.
Most partners can show a provable result to a shared customer within 30 days once the first scene and technical path are clear.
Technical integration
Connect systems, devices, schemas, APIs, event objects, or evidence exports around a shared customer workflow.
Referral or reseller path
Bring iLabService into customer opportunities where physical context strengthens your existing solution.
OEM or co-branded package
Bundle hardware, software, service, and deployment patterns into a lab-ready offering for specific scenes.
Delivery and validation support
Use partner expertise to support rollout, qualification, maintenance, training, and audit evidence preparation.
Contact
Start a customer or partner conversation.
Tell us where physical context is missing from your lab operations, customer workflow, or partner offering.