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Manufacturing Software · AI Automation · Computer Vision

Software, AI & Computer Vision for Manufacturing

acty.dev builds custom software, AI automation, computer vision, data analytics, and equipment integration for manufacturing companies — practical delivery, payment by accepted milestones.

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Five manufacturing directions · DevOps

Start with the production problem.

Five directions scoped around the workflow you need to change, plus the DevOps layer that puts the result into production.

Manufacturing software visual with a factory-floor blueprint plane and modular software panels docking into machine slots
Products & custom development Manufacturing Software Finished products, workplace interfaces, internal systems, and process automation built for how your plant actually runs.
  • Internal tools
  • Process automation
  • Custom development
 Manufacturing AI automation visual with documents and data tables flowing into an AI hub that outputs task cards toward the factory floor
Documents, data, agents AI Automation for Operations AI automation for documents, tables, search, data extraction, and agent workflows across manufacturing operations.
  • Document processing
  • Data extraction
  • AI agents
 AI video analytics visual with multiple security cameras streaming video into a central analytics panel showing detection outlines
Cameras & vision AI Video Analytics Computer vision for visual inspection, safety monitoring, people counting, and recognition, piloted on your own camera footage.
  • Visual inspection
  • Safety monitoring
  • Recognition
 Manufacturing analytics visual with a production conveyor belt feeding live data into a floating bar and line chart cluster
Reporting & BI Manufacturing Data & Analytics Production reporting, procurement analytics, BI dashboards, and planning support built on your existing data.
  • Production reporting
  • Procurement analytics
  • BI dashboards
 Machine AI integration visual with an industrial equipment controller sending telemetry signals to a stacked MES/ERP server tower
Equipment & telemetry Machine & AI Integration Vendor-agnostic integration with equipment, controllers, protocols, telemetry, and MES/ERP systems.
  • Equipment integration
  • Telemetry
  • MES/ERP integration
 DevOps hub visual with a central platform radiating spokes toward release, automation, security, and deployment icons
Deployment & release DevOps & Production Delivery Cloudflare deployment, CI/CD pipelines, GitHub Actions, and a repeatable release process with a tested rollback path.
  • CI/CD & GitHub Actions
  • Release & rollback
  • Monitoring baseline
Fit check

Built for teams with a real process to change.

Best results come from a real workflow, real data, and someone who will own the system. The task review flags a poor fit before any build.

Best fit

  • Manufacturing and industrial companies with an existing workflow, system, or production process
  • Buyers with a real dataset, camera footage, equipment, or reporting process to work from
  • Buyers who need implementation, production delivery, or ongoing support, not just advice
  • Projects that fit a milestone-based delivery path

Not a fit

  • Micro-budgets
  • Idea-only requests with no real process, data, system, or operational problem
  • Solo hobby projects
  • Requests where the buyer cannot share enough context to scope the work

Have a process, dataset, or camera footage to work from?

Make a request to build How we workSee pricing