IoT data pipelines, time-series analytics, and predictive maintenance systems for energy and industrial operations. We build infrastructure that handles sensor volume at scale and answers operational questions in real time.
These come from engagements with energy companies, industrial SaaS platforms, and OEM manufacturers who need to turn sensor data into operational intelligence.
IoT fleets generating gigabytes per hour. Batch pipelines built for daily summaries. The data is arriving, but nothing downstream can use it in time to act on it.
Models trained on clean historical data that underperform on live sensor streams. Too many false positives - technicians stop trusting the alerts. Too many misses - equipment fails anyway.
Query latency that makes real-time dashboards impractical. Data retention policies that keep too much or too little. Downsampling that loses the anomalies you actually need to detect.
SCADA systems that cannot talk to your data warehouse. OT/IT integration that was promised in the procurement and never fully delivered. Engineers who cannot get data without filing a ticket.
Models deployed at the edge that drift without retraining. Connectivity gaps that leave edge nodes making decisions on stale inference. Update rollout that requires on-site visits.
Compliance reporting that is manual and error-prone. Carbon accounting workflows that require a spreadsheet and two days. Operators who cannot get the data they need without waiting for IT.
A pharma supply chain forecasting model had been in development for nine months. We rebuilt the pipeline with GxP-aligned validation, audit logging, and a kill-switch the QA team owns. Deployed to production in 90 days with a validation package the regulatory team accepted without revision.
A grid monitoring platform was processing sensor data in 4-hour batches. Operators needed 5-minute resolution to act on anomalies before they cascaded. We rebuilt the ingestion layer on a streaming architecture and shipped the anomaly detection model with configurable alert thresholds the operations team controls directly.
A solar energy operator needed real-time visibility at individual panel level across commercial and residential PV plants — replacing costly manual fault-finding. We built SolarWatch, a multi-tenant SaaS IoT platform with AI-driven error pattern detection, real-time module telemetry, and full Dispatcher 2.0 compliance for the German grid.
A legacy energy analytics system was too slow for operational use — multi-minute load times for historical datasets, sluggish dashboards, and a codebase that blocked new feature development. We replaced it with a modern web platform: 2× faster data processing, 60% faster report access, and 30–50% improvement in dashboard interaction speed.
A hydrogen and renewable energy company's technical teams were spending hours searching across regulations, engineering specs, and project documents to answer routine questions. We built a multi-agent RAG system with rigorous hallucination controls — cutting retrieval from hours to seconds, enabling 85% faster analysis, and surfacing insights locked in PDF and image-embedded documents.
These are the categories of operational systems we build most often. Most start with a Product Pilot to validate the architecture before committing to a full build - especially important for systems where data quality is uncertain.
Learn about Product Pilot ->We brought Insoftex in after our second failed attempt at productionising the model. In six weeks they rebuilt the inference layer, instrumented it properly, and gave us an eval harness our own team could extend. They told us no twice during the engagement — both times they were right.
Jonathan Langley
CTO · Azarc · UK
We're very happy with the outcome and already looking ahead to the next phase. What stood out most was Insoftex's strong sense of ownership, transparent and fast communication, and ability to think beyond the initial scope to continuously add value. From day one, they supported us in shaping the product vision, through to delivering a high-quality MVP. The result is a robust platform that enables customers to easily book advertising placements and effectively drive visibility and sales. A reliable and forward-thinking partner.
Fei Cheong
General Manager · US
We had a great experience working with the Insoftex team. They played an important role in delivering a modern application for power quality and energy generation analytics, owning both front-end development and automated QA. They built a flexible, user-centric dashboard with configurable widgets, making it easy to analyze data across devices, parameters, and time ranges. Insoftex combines strong technical expertise with a clear focus on quality and delivery. A reliable partner I'd confidently recommend.
Shimon Yannay
Head of Software Development · Israel
Collaborating with Insoftex on our healthcare project proved to be transformative. Their team skillfully re-architected our platform based on comprehensive feedback, delivering exceptional results. They effectively addressed complex challenges while maintaining a strong emphasis on quality and precision. We look forward to continuing our partnership and highly recommend Insoftex to anyone seeking innovative, high-quality solutions.
Dmitry Shteyn
CTO · VURVhealth · USA
Working with Insoftex on the social engagement platform, The Club of Names, was both productive and inspiring. They were involved far beyond development — they helped shape the product's concept and actively contributed ideas that strengthened its core functionality. Together, we built a platform that provides information about names, generates personalized articles, helps users select baby names, and includes a social feature — a chat for people with the same name to connect.
Jason Walker
CEO · JWALKER Marketing · USA
I am happy to share my experience with Insoftex. They made for us a custom .NET application, and it is working very well! It fits perfectly with our needs, and the team did an excellent job integrating it within our local network. Their communication with Azure was seamless, and their professionalism made a big difference. We are pleased with the result and can highly recommend Insoftex for their dedication to quality work!
Thomas Marquardt
CEO · Marquardt Informatik · Germany
We are delighted to acknowledge that Insoftex skillfully programmed our frontend using React, meticulously bringing our design to life. Their adherence to our timelines and effective communication ensured a seamless and productive collaboration.
Ingmar Kruse
CEO · Sun Sniffer · Germany
This has been an amazing experience working with Insoftex, between the communication, the collaboration, and commitment to delivering results it has exceeded our hopes.
Madison Pratt
CTO · DLTChain · Canada
They don't do standard, off-the-shelf products. Rather, they keep their eyes on the market for the newest trends.
Chad Taylor
CEO · Hudson INC · USA
Insoftex's work quality surpassed my expectations. You are fantastic partners.
Emmie Reese
CEO · EpicFlow · USA
Insoftex team have been professional and enthusiastic. The team was always available (even during US-hours). Great job!
Andrew Wilson
CTO · Stealth Startup · USA
Book a 30-minute technical call. Bring your sensor volume, your latency requirements, and what the operations team is asking for that they cannot get today.
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