Sustain360°™ Agentic AI: Designing Resilient Manufacturing and Supply Chains for a Turbulent World
- sarahparlow2
- 3 hours ago
- 2 min read
Why is Agentic AI Different?

Traditional Data Science driven AI models generally stop at descriptive or predictive outputs (“Option X is cheapest and cleaner”), requiring significant data and time to train the model, and ultimately leaving the decision to a human.
Agentic AI instead acts like a decision-maker with a goal, leveraging multiple dynamic data sets, selecting the optimal plan under rules, and potentially generating a new “hybrid” plan that was not in the original datasets.
Agentic AI Analogy
I want the perfect sandwich at lunchtime which is priced in between $7.50 – $9.50 and is healthy, with protein.
My current approach is to select from menu options and then add veggies, protein & pre-made sauces and pay the price shown on the menu.
What if I had a personal Agentic AI lunchtime sandwich maker that can take the best bread from one chef, the best fillings from another chef, and the best sauce from a third chef, while remaining within budget and nutrition goals – to craft and produce the perfect sandwich.
Sustain360°™ - Applying Agentic AI to US Manufacturing
Now imagine a U.S. manufacturer focused on running their business based on 20+ years of globalization but now in parallel needs to redesign operations and supply chains to reshore production and prioritize local (Made in US) suppliers over low-cost global sourcing.
With tariffs, compliance mandates, and national security concerns rising, manufacturers can no longer select from a single “menu board” of preferred suppliers. They must assemble the right mix of local suppliers, materials, components, and geographies - balancing cost, risk, and compliance.
How Sustain360°™ Enables the Transition
Instead of relying on static spreadsheets, Sustain360°™ acts as a co-designer. The platform integrates data on materials, tariffs, emissions, logistics, climate, and geopolitical risk, dynamically generating scenarios and identifying resilient options.
Sustain360°™ doesn’t just flag vulnerabilities and risks, the embedded Agentic AI recommends concrete actions:
Which suppliers to shift to.
Which material substitutions meet both financial performance and net-zero emissions goals.
How reshoring production balances cost with compliance and national security.
For U.S. manufacturers and suppliers, the value is clear:
Resilient by design – reducing dependence on adversarial sourcing.
Profitable compliance – turning regulatory pressure into optimized cost–carbon trade-offs.
National security aligned – ensuring critical products are built on transparent, sovereign supply chains.
Sustain360°™ can transform production and supply chain planning from a spreadsheet-driven, reactive process into a strategic advantage - helping manufacturers stay resilient, relevant, and competitive.