Manufacturing & IoT Software Development
Envion designs manufacturing and IoT software that connects devices, operations, data pipelines, alerts, analytics, and enterprise systems. Our public network anomaly detection work — unsupervised ML over streaming data in production infrastructure — demonstrates the real-time data capability these products depend on.
- Streaming ML
- unsupervised anomaly detection in production
- Real-time
- data pipelines and alerting
- Enterprise
- integration with the systems you already run
Industry overview
Manufacturers are connecting equipment, people, and data to build safer, more resilient operations. We develop IIoT platforms and digital tools for production monitoring, quality, maintenance, energy use, and supply planning. Real-time visibility and predictive insights help teams reduce downtime, improve throughput, control costs, and scale continuous improvement from one facility to the network.
Who this is for
- Manufacturers connecting equipment, lines, and operations data.
- Industrial software vendors building connected-product platforms.
- Connected-product teams designing device-to-cloud architectures.
- Operations leaders who need alerts and analytics they can act on — not dashboards nobody watches.
Industry pressures and decisions
- Device, edge, and cloud boundaries: what computes where, and what it costs.
- Streaming data pipelines that stay reliable at industrial volume.
- Alerts and anomaly detection tuned to real operations — sensitivity without alarm fatigue.
- Enterprise integration with ERP, MES, and maintenance systems that were never designed to connect.
What Envion can build or improve here
Our team
The team behind this work
Who delivers manufacturing & iot work at Envion? A dedicated cross-functional team: a delivery lead accountable for outcomes, a solution architect for your domain's integrations and constraints, an industry analyst who maps the workflows and regulations involved, and senior engineering, QA, and DevOps capacity that stays with the engagement.
Envion has delivered custom software since 1984. You meet the people who will do the work during scoping — before you commit to anything.
- DL
Delivery Lead
Single point of accountability for scope, timeline, and outcomes.
View Profile - SA
Solution Architect
Designs around the integrations and constraints of your domain.
View Profile - IA
Industry Analyst
Maps the workflows and regulations that shape the product.
View Profile - SE
Senior Engineer
Builds the core system in short, demonstrable cycles.
View Profile - QE
QA Engineer
Verifies the edge cases your operations depend on daily.
View Profile - DE
DevOps Engineer
Keeps environments, releases, and monitoring dependable.
View Profile
FAQ