TRUSTED BY TEAMS AT
AND MORE
“Aerium’s workforce is already automating 90% of the work we need to do.”
Michael Ward, President, Ward Industrials
WHAT WE BUILD
An AI workforce for industrials.
01
Supply chain
- Proactively track material markets across every SKU you buy
- Model real landed cost including freight, tariffs, insurance, yield
- Predict shortage before they impact your lead time or production
- Automate tail spend without mass supplier consolidation
02
Operations
- Live production views with dynamic job scheduling
- Root-causes downtime and scrap from your own data
- Context-aware job archive searchable by any keyword, filter, or drawing similarity
- Real-time job and order slip-risk identification
03
Commercial
- Automated estimation, quoting, and should-costing, in minutes
- New opportunity identification for the products you already sell
- Win/loss and margin analysis on every deal
- Automatically adjust prices with relevant material markets
04
Back Office
- Capture know-how before your most experienced people retire
- Bring new hires up to speed and productive in weeks, not quarters
- Inventory reconciliation across systems and sites
- Track and coordinate certifications, contracts, and compliance documentation
WHY IT WORKS
Context is the foundation. The workforce is the product.
01AI agentsThe always-on workforce. Takes action across the business, inside email, Teams, and your data systems.
02Context-rich modelsCustom trained small language models (SLMs), open-source LLMs, and advanced ML models built for your specific business objectives.
03Operational data foundationOne governed, live view unified on top of ERPs, spreadsheets, inboxes, and any other data system, building holistic context across your business.
04GovernanceMaintain full, non-negotiable, data ownership to control who sees what and how your data is used. Deployed in your environment with a full audit trail on every action.
HOW WE DEPLOY
Built with your team for your business.
Our engineers embed on site with your team and build the deployment around how you actually operate.
01
Embed. We join your team on site and map how work actually flows and where it gets held up.
02
Unify and Tune. We unify data across your systems into a governed, live picture to tune custom models specific to your business.
03
Run. The workforce goes live inside the tools your team already uses, on real work, with oversight built in from day one.
04
Expand. Each new workflow lands faster, because the foundation and guardrails are already there.
WHO IT’S FOR
For the teams who make and move the physical world.
Equipment Manufacturing
Quote faster, buy smarter, improve OEE.
Specialty Chemicals
Feedstock, yield, and compliance in one live picture.
Metal Fabrication
From RFQ to shipped part, with nothing lost in between.
Distribution
Right stock, right branch, right price.
FOR LEADERSHIP & STRATEGY
One live picture of the whole operation: where the margin is, where it’s leaking, and what the workforce is doing about it.
FOR EXECUTION
Fast, trustworthy answers in the moment: for those doing the day-to-day work, in the tools they already use.