Manufacturing & industrials
Plan capex, improvement and digital projects against the engineers, operations teams and budget you really have. When trade policy, a regulation or the capex envelope changes, replan in one click and see what moves across sites and teams.
The challenge
Trade rules can change more than once in a year, and each change lands on the project portfolio, not just the price list. Dual-sourcing and supplier qualification projects move up or down. A capacity expansion that made sense last quarter looks different this quarter. Landed-cost models and customs changes pull in the same finance and IT people who were already committed elsewhere.
Regulation works the same way. The EU’s Carbon Border Adjustment Mechanism quietly turns into supplier emissions data, new customs processes, ERP changes and finance controls. All of it competes with work that was already planned. Most leaders knew it was coming. What they could not see was what it would push out.
Meanwhile the capex envelope holds flat while the list keeps growing: automation cells, line upgrades, energy efficiency, an ERP rollout. AI pilots such as predictive maintenance and vision inspection need the same controls engineers, data engineers and plant teams who run production every day. Plan as if capacity were unlimited, and the same specialists end up booked several times over.
“…from wishes & guesses to discussions based on facts and real possibilities.”
How aangine helps
It sits above the plant, engineering and IT project tools you already use, with no rip & replace. It plans the portfolio of change, not the production lines.
Capex projects, sourcing changes, improvement programs and digital initiatives sit in one live plan against real capacity and budget. Import from Excel, MS Project, Jira or your PPM tool, replan, then push the approved plan back to the tools each site works in.
Change a tariff assumption or a budget line and replan in one click. Algorithms rebalance the portfolio around capacity, dependencies, budgets and priorities. Mandatory and fixed-date work never moves, and aangine shows which site, team or budget line ran out.
Plan by team, role or skill, and by person when you need it. Run and operations work is planned alongside projects, so the plan reflects the maintenance planners, process engineers and controls specialists who also keep production running.
The AI Portfolio Analyst highlights over-utilized pools, risks and hidden connections, such as an AI pilot that depends on a data platform nobody has funded yet. Bring your own AI, on-premises or cloud. Only IDs are sent to the model, and people decide.
In practice
The CFO asks it in the quarterly review. In many multi-site manufacturers, the answer means weeks of spreadsheet work. In aangine it is a scenario, answered the same afternoon with the same people in the room.
Create a scenario with the reduced capex budget. The current plan stays untouched as the baseline, so leaders can compare both versions side by side.
Safety, compliance and carbon border projects are locked. They keep their dates and funding, whatever else moves around them in the replan.
Algorithms fit the remaining projects around capacity, dependencies and priorities. Lower-priority work that no longer fits is flagged, and every gap is explained by site, team and budget line.
Compare the scenarios on cost, capacity, value and timing. Approve one, and push the updated plan back to the tools each plant and team already uses.
How aangine works
aangine is the decision layer above the tools you already use. No rip & replace: it imports your plans, replans them in one click and pushes the approved plan back.
The result: faster, clearer decisions when it matters most.
What our customers report in their case studies. Read the customer results
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Book a demo
Book a demo to talk through your situation: a tariff shift, a tighter capex envelope, a new regulation or an AI pilot competing for your scarcest engineers.
