Remote service & predictive diagnostics for Instrument OEMs
Turn Your Installed Base Into a Recurring Revenue Stream
Deploy lightweight edge agents for predictive diagnostics and remote maintenance — no firmware rewrite required. GMP, ISO 13485, and 21 CFR Part 11 ready.
Book Your Roadmap Session
Download Platform Blueprint
45-minute call. We map your instrument lines to a cost and revenue model — no commitment.
21 CFR Part 11
ISO 13485
SOC 2 Type II
.webp)
NEW RECURRING REVENUE PER DEVICE
Of instrument value converted into annual recurring service revenue per deployed unit.
FIRST-CALL REMOTE RESOLUTION
Of cases resolved remotely before dispatching a field technician — validated by design partners.
INSTALLED BASE COVERAGE
Deploy on instruments shipped 3, 5, or 10 years ago — no hardware changes, no firmware rewrite.
TIME TO FIRST DASHBOARD
From kickoff to live telemetry on your first instrument line.
Autonomous instrument intelligence
Analytical Instruments (LC/MS, GC, Spectroscopy)
Materials Testing & Preparation Equipment
Semiconductor Metrology
Environmental Monitoring Systems
Bioprocess & Bioreactor Equipment
MODELED OUTCOMES
Numbers below reflect customer-validated outcomes and modeled impact across portfolios of 500+ deployed instruments.
ANNUAL SERVICE COST AVOIDED
In annual service cost avoided for OEM portfolios of 500+ deployed instruments — modeled from field dispatch rates, resolution time, and parts usage.
REDUCTION IN UNPLANNED DOWNTIME
Reduction in unplanned instrument downtime — by detecting degradation signals 48–72 hours before failure across calibration drift, motor load variance, and sensor degradation.
FEWER UNNECESSARY DISPATCHES
Reduction in unnecessary field dispatches — cases where remote diagnostics confirmed the issue was software, calibration, or user error rather than a part replacement.
TIME TO ONBOARD A NEW LINE
To onboard a new instrument line — including telemetry schema design, MQTT/REST integration, compliance documentation, and first predictive model deployment.
Product & Service Insight from Real-World Data
“With the data we collect through this platform, we finally see how instruments behave in real labs, which units are overworked, where rework actually comes from, and how different environments affect performance. That data now feeds directly into our firmware updates and next-generation designs. This platform is as important to our product team as it is to our service team. That data now feeds directly into our product innovation and service strategy. This platform isn’t just a digital add‑on; it’s a core part of how we increase customer throughput and future‑proof our portfolio.”
- VP Product & Strategy,
Leading Process Analyzer OEM
Differentiation & Recurring Revenue
“lets us turn instrument connectivity into a real business model. We can ship basic dashboards with every analyzer and then let customers upgrade to higher tiers the way Tesla does — remote upgrades, premium analytics, and uptime guarantees. That creates recurring digital revenue and real pricing power for our core instruments, instead of racing to the bottom on hardware alone.”
- President and CEO,
Leading Process Analyzer OEM
Lockout Against Competitors
“First and foremost, this platform is a significant differentiator with our competition. If you have a data-driven deployment and support, nobody can touch you. On top of that, it can generate its own revenue through predictive maintenance and calibration programs. We’ve cut ‘no fault found’ site visits by more than 30% and our engineers arrive with a clear hypothesis instead of guessing.That combination of competitive lockout plus new service income is very powerful.”
- VP of Sales
Global Fuels Testing Laboratory
Platform capabilities
Machine learning models trained on your instrument's operational data detect anomalies before they become failures — across calibration drift, thermal variance, and component wear patterns.
CALIBRATION • THERMAL • WEAR
Trucision models calibration drift from real usage data, alerting service teams before instruments go out of spec — replacing fixed- interval calibration schedules with data-driven ones. Critical for 21 CFR Part 11 environments.
21 CFR PART 11 • USAGE-BASED
.webp)
Service teams see every connected instrument's operational state — cycle counts, error codes, environmental conditions — from a single pane of glass. Drill into any device in seconds.
FLEET • CYCLE COUNTS • DRILL-DOWN
When an instrument event occurs, Trucision auto-generates a structured CAPA record with timestamps, sensor data, and resolution history — audit-ready for FDA inspections and ISO 13485 reviews.
FDA • ISO 13485 • AUDIT-READY
Autonomous instrument intelligence
Predict service events, detect degradation, and reduce downtime - all from a single control layer.
01
On-device AI models assess instrument health in real time, flagging anomalies without sending raw data to the cloud first.
02
Instruments automatically generate structured services reports on trigger events - timestamped, signed, and audit-trail compliant.
03
Every data point carries a chain of custody: instrument ID, calibration state, environmental conditions, and operator's identity - ALCOA+ compliant.
From kickoff to recurring revenue
An integration playbook designed for OEM engineering and service teams - not a SaaS rip-and - replace.
STEP 01
A lightweight edge agent is deployed directly to your instrument's existing OS or gateway - no firmware rewrite, no hardware modification. works on instruments shipped 3, 5, or 10 years ago.
STEP 02
Structured telemetry flows securely over MQTT or REST with TLS encryption-including in air-gapped or low-connectivity environments. Un-device buffering ensures no data loss during network interruptions.
STEP 03
Data flows into your existing LIMS, ELN, or cloud infrastructure — or Trucision's managed cloud - using pre-built connectors and a validated integration playbook. Typical time-to-first-dashboard: 2 weeks.
STEP 04
End-to-end encryption, role-based accesscontrol, and immutable audit logging.Compliant with 21 CFR Part 11, ISO 13485,EU Annex 11, GDPR, and SOC 2 Type II.
STEP 05
Condition-based monitoring, predictivecalibration alerts, and risk-based failuremode analysis - delivered as configurabledashboards for your service teams andcustomers.
STEP 06
Launch premium service tiers - healthscoring, remote diagnostics SLAs, predictivecalibration contracts - as paid offerings ontop of your existing service plans. Newrecurring revenue without new headcount.
Built and operated to regulated-industry standards
Numbers below reflect customer-validated outcomes and modeled impact across portfolios of 500+ deployed instruments.
Engagement model
Start with advisory, scale into full-service platform integration.
Learn more
Starter
Free
Per Project • Scoping Session
Ideal for OEMs exploring remote diagnostics, predictive maintenance, or cloud integration strategy.
Gap analysis of current instruments
Case study walkthrough
Proposal for phase 1 integration
Access to Demo SaaS Account
Schedule a Scoping Call
Most common starting point
Teams
$15–50K / pilot
Per OEM Instrument Line
Get hands-on with our edge-to-cloud platform for one of your lab devices.
Everything in Starter +
Edge agent integration on one device
Custom telemetry schema + MQTT setup
API proof-of-concept
AI Enablement Platform Access
Ai COMPLETION
Validated telemetry from one instrument line, a service cost baseline, remote diagnostic unbooks for your lop 5 failure modes, and a compliance documentation package.
Complete in 6–8 weeks.
Launch Pilot
Full-service partnership
$ Custom Quote
Multi-Line/Global support/Annual
Scale across multiple instrument lines with white- labeled cloud and service revenue enablement.
Request Proposal
Get started
We work with OEM product and service leaders to identify the highest-value starting pointy- whether that’s a specific instrument line, a service tier launch, or a compliance gap. Most engagement scope in one session.
AI driven lap operations for regulated industries.Predictive diagnostics, service monetization, and compliance-grade telemetry for instrument OEMs.
BUILT FOR SECURE OEM DEPLOYMENT
