Managing and leveraging IoT data from manufacturing operations
Many manufacturing companies are ill-equipped to effectively cope with the increasing volume and complexity of data generated by their IoT devices. They struggle with the collection, storage, processing, and analysis of this data to derive actionable insights, missing opportunities for process optimization and predictive maintenance.
Legacy stack in place
Legacy ERP + Excel Workaround
- Times mentioned
- 1
- Estimated market
- Billions in potential efficiency gains and cost reductions across manufacturing operations globally, with a significant portion attributable to better IoT data utilization.
- Source signals
- 12
Where this signal came from
These are the exact public discussions our AI read when it surfaced this problem. Every one was reviewed before the problem was verified.
- Hacker NewsAug 22, 2026
Show HN: ComplyOps – Compliance Management for Regulated Industries
Hey HN, I’m excited to introduce ComplyOps, a compliance management platform built for manufacturers in regulated industries who need to navigate complex regulatory requirements like FCC, FDA, CE, and other critical certifications. Our platform uses AI and automation to make the compliance process more efficient,……
- Hacker NewsAug 22, 2026
Ask HN: Can a small scrum team support SAP at a midsized organization?
My Background is in Product Management and I run a small web development team for a consumer goods/manufacturing company. I have an awesome tech lead who doesn’t want to be a people manager, so I fill in that role. It’s a bit of a weird organization, but it works for us. The development team we’ve spun up is small,……
- Hacker NewsAug 22, 2026
Ask HN: Community Around Manufacturing Automation (MES, ISA95)
Does anyone here know of a community online (be it a forum, blogs, or anything else) discussing manufacturing automation? Discussion of MES systems (Syncade, PomsNet, PasX), factory automation (DeltaV, etc), or integration of any of the above systems with other business systems (ERP, BMS, etc). I've been working in……
- Hacker NewsAug 22, 2026
What Is a Quality Management System? The Key to ISO 9000
What Is a Quality Management System? The Key to ISO 9000…
- GitHub IssuesAug 22, 2026
PeptiBloom Async Orchestrator Queue
## Purpose Persistent asynchronous mailbox between PeptiBloom Work execution and Technical Direction/Orchestrator. Use this issue for coordination messages that should **not** modify `main` or trigger site builds/deployments. ### Work protocol - Before autonomous work, read the current project control-plane files……
- Hacker NewsAug 22, 2026
Show HN: Inaya – AI agent for manufacturers managing commodity volatility
Hi HN, We're Davide, Gianluca and Marco from INAYA. We’re building autonomous AI analysts that help manufacturing procurement plan and buy under commodity price volatility. We applied to YC W26 and are waiting for feedback. We previously led AI/Data programs at a Big Four with manufacturing clients; that vantage point……
- Stack ExchangeAug 22, 2026
Document Naming System
Document Naming System…
- Hacker NewsAug 22, 2026
MWC panel: Most companies are ill-equipped to cope with their IoT data
MWC panel: Most companies are ill-equipped to cope with their IoT data…
- Hacker NewsAug 22, 2026
Ask HN: How to sell SaaS without AI features in 2026?
I'm a developer who built an ERP/CRM system for small manufacturers ( It does all the basics very well; financial reporting, lot tracking, production planning, shipping carrier integrations, the usual workflow stuff—but there's zero AI in it. It's just fast, clean, and solves real problems I saw working in……
- Hacker NewsAug 22, 2026
Show HN: Meddle – Integrate, collect, manage and analyze realtime data
Hello HN, I’m Michele. I’m building Meddle because connecting hardware stuff is still way harder than it should be. Every factory I worked with had the same problem: robots, PLCs, CNCs, sensors, all speaking different protocols, all locked in silos. Getting data out meant custom scripts, fragile gateways, or expensive……
- Hacker NewsAug 22, 2026
Predictive Maintenance Software and AI: How It Works – Iflexion
Predictive Maintenance Software and AI: How It Works – Iflexion…
- Hacker NewsAug 22, 2026
Dagster 0.6.0: Scheduling and Production Execution/Monitoring
Dagster 0.6.0: Scheduling and Production Execution/Monitoring…
Startups working on this
No startup has claimed this problem yet. List your startup to be the first.