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Joint Innovation Group
Software & cloud

Raw Data In. Something Usable Out.

The same people who wire the panel write the software. That matters: a dashboard built by someone who has never read a sequence of operation shows numbers without context. We build the tools, the sites, and the connections between them.

Scope

What We Take On

Engineering Calculators and Simulators

The calculation an engineer redoes by hand on every job, turned into a tool with the assumptions written down where the next person can find them. Sizing, selection, load and capacity work that used to live in one person's spreadsheet.

Replacing the Spreadsheet That Runs a Process

Almost every company has one: a workbook that holds a process nobody has documented, that one person maintains, and that everyone depends on. We map what it does and rebuild it with rules, history, and more than one person who understands it.

Data Acquisition and Logging

Getting readings off equipment and into somewhere useful, from a bench rig with a handful of sensors to a running machine on a plant network, with timestamps you can trust and a format that is still readable in five years.

Dashboards Over Your Own Data

Built by people who have read a sequence of operation, so the screen shows what the system is doing. Trends, alarms, comparisons between units, and a summary view for the morning check.

Databases and Historians

Schema design for equipment, test and production data, time-series storage that does not fall over at a year of records, and queries that answer the questions people keep asking by hand.

Integrations Between Systems You Already Pay For

APIs, file drops, scheduled jobs and the glue between an ERP, a test bench, a controls package and a spreadsheet. Work that stops somebody retyping the same numbers into a second system.

Internal Tools and Web Applications

Quoting tools, configurators, checklists, and inspection and test record apps. Software that is too specific to buy off the shelf.

Automation and Scripting

Python and PowerShell for the repetitive work: pulling data, generating reports and submittals, renaming and filing drawings, and the overnight jobs nobody should be doing manually.

Websites and Web Presence

Fast, accessible, written properly, and owned by you rather than rented from a page builder. This site is an example.

Hosting, Deployment and Handover

Getting it live and keeping it live: deployment that is repeatable, backups that have been restored at least once, and documentation so it is not stranded if we are not around.

Offline and On-Premises Tools

Not everything belongs in the cloud. Tools that run on a laptop in a plant with no network, or inside your own firewall, for data that should not leave the building.

Software That Outlives the Person Who Wrote It

Internal tools die when the one person who understood them leaves. Ours ship with the reasoning documented, the source in your repository, and hosting in your account. The worst case is hiring someone else, not starting over.