Industrial Analytics
Turn scattered plant data into decisions you can act on.
Why teams choose 247 Labs
We have delivered industrial data and analytics software for manufacturers for more than a decade.
Clients value dashboards built around real plant KPIs instead of generic BI templates.
Our team has shipped data platforms, dashboards, and analytics tools for industrial operations.
Challenge Map
Turn raw plant data into insight your team can act on.
Industrial analytics fails when data stays trapped in silos, legacy machines can't feed modern systems, or dashboards don't reflect the KPIs plant managers actually need.
Machine, sensor, and ERP data sit in silos with no unified view.
We build data lakes that ingest shop floor telemetry and combine it with ERP data for one holistic reporting layer plant managers can rely on.
Core starting point for most analytics projects.OEE and downtime causes stay hidden until it's too late to prevent them.
We integrate predictive models that analyze machine data to forecast failures and bottlenecks before they impact production schedules.
Useful for teams still reacting to downtime.Legacy machines can't feed data into modern analytics platforms.
We build custom middleware that translates legacy protocols like Modbus and OPC UA into cloud-ready data streams your dashboards can use.
Best for plants with older equipment.Services
Industrial analytics services for manufacturers who need real insight.
We scope analytics work around the data gap costing you the most, whether that's unified reporting, predictive maintenance, or legacy machine connectivity.
Analytics readiness assessment
Review current data sources, gaps, and reporting needs before scoping a platform.
Custom analytics platforms
Build a data platform tailored to your specific machines, sensors, and reporting needs.
OEE and KPI dashboards
Build real-time dashboards that calculate OEE, scrap rates, and cycle times automatically.
Predictive analytics models
Integrate machine learning that forecasts equipment failures and production bottlenecks.
Legacy machine integration
Connect older PLCs and SCADA systems to modern analytics platforms with custom middleware.
BI tool integration
Embed Tableau or other BI tools directly into your custom web portals for advanced reporting.
Case Studies
Manufacturing case studies with measurable outcomes.
Scheduling App Streamlining Appointments and Time Management
3.7x increase in scheduled appointments
247 Labs developed a custom Android scheduling application to simplify appointment booking, calendar management, and real time availability updates. The project focused on Android app development best practices, performance optimization, and intuitive mobile workflows designed for fast, on the go scheduling. Built to scale across users and devices, the Android app supports automated reminders, seamless calendar syncing, and reliable backend connectivity. Through optimized Android architecture and responsive design, the platform reduces scheduling friction while improving user adoption and operational efficiency.
Read case study →
TeraPeak: an ETL framework and dashboard for daily insight
30,000+ hours returned to the business
247 Labs built a custom ETL framework and merchant dashboard that turned raw data into a dependable daily operating view, direct proof of our data engineering and BI dashboard experience.
Read case study →
Qi Value Systems: a complex data visualization tool
Clearer insight from complex datasets
247 Labs built a data visualization tool to turn complex trait data into clear, usable insight, the same visualization discipline industrial analytics dashboards depend on for plant managers.
Read case study →Capabilities
The data, build, and modeling support needed to turn plant data into action.
We help teams connect data sources, build reliable pipelines, and layer in predictive intelligence.
Map your data landscape
We identify data sources, gaps, and KPI priorities before building any dashboards.
- Data source inventory
- KPI and reporting review
- Build versus buy review
- Legacy connectivity audit
Build the data pipeline
We create ingestion, transformation, and storage layers that make plant data usable.
- Data lake architecture
- Machine and sensor ingestion
- ETL pipeline development
- BI tool integration
Predict what's coming next
We layer in machine learning models that forecast failures and bottlenecks early.
- Predictive maintenance models
- Bottleneck forecasting
- Anomaly detection
- Scenario modeling
Keep data secure and trusted
We build access controls and validation so analytics stay accurate and protected.
- Role-based access controls
- Data quality validation
- Encryption end to end
- Audit logging
Tech Stack
Analytics should connect machines, ERP, and reporting into one live view.
We build the pipeline from shop floor sensor to executive dashboard.
247 Labs and their team were highly effective in their work, it is rare to find speed, detail and perfection, they have all three. Our team had an explosive idea, 247 Labs helped us get it off the ground.
Sarmad Ibrahim — AI Innovation Manager, IBM
Business Benefits
Analytics should turn plant data into faster, more confident decisions.
The payoff comes from clearer KPIs and fewer surprises on the floor.
Unified data visibility
See machine, sensor, and ERP data in one dashboard instead of chasing separate reports.
Accurate OEE tracking
Calculate OEE, scrap rates, and cycle times automatically instead of estimating them.
Earlier failure warnings
Predict equipment issues and bottlenecks before they disrupt your production schedule.
Legacy machine connectivity
Pull data from older equipment into modern dashboards without replacing your machines.
Faster executive reporting
Give leadership a real-time view of plant performance instead of monthly summaries.
Ready to turn your factory data into a competitive advantage?
Talk with 247 Labs about your data sources, reporting gaps, and the analytics platform that fits your plant.
Start Your Analytics ProjectFAQ
Common questions before an analytics project starts.
Industrial analytics development means engineering a platform that aggregates data from machines, sensors, and ERP systems to calculate and visualize manufacturing KPIs like OEE and cycle times in real time.
Off-the-shelf BI tools often struggle to ingest raw, high-frequency data from industrial PLCs without complex middleware. Custom development builds the full pipeline from sensor to dashboard.
Yes. We have extensive experience embedding BI tools like Tableau directly into custom web portals, giving your team advanced reporting inside a unified interface.
We build custom middleware that translates legacy protocols like Modbus and OPC UA into modern, cloud-ready data streams, so we can extract telemetry even from older equipment.
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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