Turn raw device feeds into structured data your workflows can use.
Why teams choose 247 Labs
We have delivered secure platforms for regulated healthcare and connected product environments for more than a decade.
Clients trust 247 Labs to combine product discipline, practical architecture, and strong execution.
Our team has shipped custom platforms, mobile products, and integrations across healthcare and enterprise systems.
Our Clients
The platforms and partners we build with.
We integrate across the tools and technologies trusted by enterprise teams, grouped by where they fit in the stack.
Healthcare
Government
Technology
Finance
Services
Device integration services scoped around one measurable outcome.
We scope around the device ecosystem, the systems the data must reach, and the workflow where the signal should drive action.
Device integration assessment
Review devices, data formats, target systems, and security needs before committing to an integration path.
Device ingestion pipelines
Build ingestion layers that capture device feeds reliably across protocols and formats.
Data normalization layers
Translate mixed device signals into consistent, structured data your platform can trust.
Integration APIs and connectors
Connect device feeds to records, dashboards, and patient-facing tools through clean APIs.
Alerting and threshold logic
Apply baselines and thresholds so integrated feeds surface meaningful change, not noise.
Integration security architecture
Design authentication, encrypted transmission, and access patterns for regulated device data.
Challenge Map
Solve the three issues that make device integration stall.
Device integration fails when feeds cannot be normalized, the data never reaches the workflow that needs it, or transmission and access controls lag behind device growth. We plan around all three from the start.
Device data is arriving, but it is not connected to your records, dashboards, or apps.
We build ingestion and integration layers through reliable APIs that translate device signals into structured data and route them into the records, dashboards, and patient-facing tools where action happens.
Often starts with device and data mapping.Raw device readings do not surface the change a care team actually needs to see.
We apply baselines, thresholds, and predictive logic to normalized device data so feeds highlight meaningful change instead of pushing every reading downstream unfiltered.
Good for RPM and chronic care programs.Transmission and access controls were not designed for a growing device ecosystem.
We define authentication, encrypted transmission, storage, and role-based access at the integration layer so device data can scale without avoidable privacy and security exposure.
Critical for multi-device healthcare products.Case Studies
Healthcare case studies with measurable outcomes.
Elite HRV: real-time analytics from Bluetooth health trackers
50% increase in daily active users
247 Labs built a scalable platform with Bluetooth tracker integration, real-time health analytics, and clearer insights for users managing ongoing wellness data.
Read case study →
Resident Doctors: personal stress tracking for medical residents
35% improvement in stress management
247 Labs built a mobile app that let resident doctors track stress, receive support content, and engage with wellness programs through an ongoing monitoring experience.
Read case study →
ImageSim: real-time feedback inside a clinician training platform
50% increase in course enrollment
247 Labs built a secure learning platform with integrated assessments and feedback loops for healthcare professionals, showing how timely signals improve program engagement.
Read case study →Capabilities
The product, data, and security layers device integration teams need to scale.
We help teams define where device data should go, how it gets normalized, and what controls keep it safe as the ecosystem grows.
Map the device integration plan
We map devices, formats, target systems, and success metrics before integration work begins.
- Device and signal mapping
- Data format and protocol review
- Target system definition
- KPI and rollout planning
Build usable device data flows
We create ingestion pipelines, normalization layers, and APIs that make device feeds operational.
- Device ingestion pipelines
- Data normalization layers
- API and connector development
- Routing to records and dashboards
Surface meaningful change
We apply baselines and thresholds so integrated feeds highlight what matters instead of raw volume.
- Baseline and threshold design
- Predictive change detection
- Alert routing logic
- Feed performance review
Secure connected device data
We design around device authentication, transmission, PHI handling, and role-based visibility.
- Device authentication
- Encrypted transmission
- Access by role
- Audit event logging
Tech Stack
Device integration works only when feeds reach your systems in usable form.
We connect devices, records, and care workflows so the signal can travel from source to action with less friction.
For the past 7 years, we have entrusted 247 Labs to help us set up and run a large number of research studies in addition to assisting in expanding the capabilities of our global on-line medical educational platform. We have been very happy with the results.
Martin-Pecaric, CEO, ImageSim-SickKids
Business Benefits
Device integration creates value when feeds arrive clean and fit the workflow.
The outcome is not just more data. It is structured signals, the right routing, and feeds your systems can actually use.
Usable device data
Turn mixed device formats into structured, consistent feeds your platform and users can trust.
Feeds in the right place
Route device signals into records, dashboards, and apps where the action should happen.
Less manual data handling
Move device readings directly into your systems instead of depending on staff to re-enter them.
Cleaner signal, less noise
Apply baselines and thresholds so integrated feeds surface meaningful change, not raw volume.
Faster downstream timing
Get normalized data to alerts and dashboards sooner so teams can respond with less lag.
Ready to plan device integration that turns feeds into usable data?
Talk with 247 Labs about the devices, formats, and target systems behind your program so integration delivers clean data instead of noise.
Start Your Device Integration ProjectFAQ
Common questions before a device integration project starts.
We map the device ecosystem early and build normalization layers that translate incoming signals into the data structures your platform and users actually need.
We can route device feeds into apps, records, dashboards, reports, or existing operational layers depending on where the action should happen.
Yes. We build connectors and APIs that move normalized device data into your existing records, dashboards, and operational tools.
We define authentication, transmission, storage, role-based access, and audit controls early because device growth creates risk quickly if those patterns are left vague.
Let’s build something
great together.
We’re happy to answer any questions you may have and help you determine which of our services best fits your needs.
Call us at 1-877-247-7421 or email hello@247labs.com
Your Benefits:
- Client Oriented
- Independent
- Competent
- Result-driven
- Problem-solving
- Transparent
What happens next?​
1
We schedule a call at your convenience
2
We do a discovery and consulting meetingÂ
3
We prepare a proposalÂ
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