Sovereign IG AI Foundry
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"With IG Forecast integrated over our legacy SAP and custom HS systems, we ran three geo-focused predictive models in parallel and today we’re achieving over 90 % accuracy for key commodities while reducing spot-buying costs by double-digits."

"IG Forecast is sat on top of our existing platforms rather than forcing a rip-and-replace. The ability to compare three modelling approaches side-by-side allowed us to pick the one delivering the fastest ROI."

“By integrating the Forecast tool over our legacy ERP and running multiple models across North America, EMEA and APAC concurrently, we now make budget-decisions weeks earlier and with higher accuracy”

"IG Match plugged into our HR/Project-tracking databases and instantly provided modelled matches based on skills, geography and project type. So, we cut staffing cycle time by nearly 30 % and improved resource utilisation markedly."

“With IG Match, we stopped going outside for roles we already had covered internally. It exposed skills we weren’t tracking properly, which changed how we approach hiring.”

“We used IG Match during a tight delivery phase. Instead of spending days aligning profiles, we got a usable shortlist in one go. It saved our Project Managers a lot of time.”

"We started using Swiftie internally just to handle inbound demos, and honestly, it fixed the biggest headache. No missed leads, no delays. It just follows up instantly, every time."

"We incorporated Swiftie to take some load off the team, but it ended up handling way more than expected. Calls, scheduling, follow-ups, it just runs without us needing to step in."

"What I didn’t expect was how much visibility we’d get. Every call is logged and summarized, so you always know what’s happening without chasing people."

“We used to argue a lot internally on when to hedge. With IG Hedge, we just run a few scenarios and decide faster. It’s not magic, but it gives us something solid to work with.”

“I like that with IG Hedge you can actually see the logic behind it. The back testing part is useful, we’ve been comparing different approaches instead of sticking to one view.”

“For me IG Hedge is more about structure. Before, pricing, inventory, hedging, all separate. Now it’s at least connected, which makes conversations a bit more grounded.”

“We used IG Portfolio more as a thinking tool than a system. It helped us test assumptions quickly, especially when markets moved faster than our usual planning cycles.”

“What I like is the feedback loop. You adjust something and immediately see the impact on the portfolio. That changed how we approach allocation discussions internally.”

“It’s not trying to replace decision-making, which I appreciate. IG Portfolio just gives you a clearer view of trade-offs, especially between correlated positions.”


“We didn’t want another sustainability report. With IG Green, at least we can see the numbers tied to actual activity, not just estimates.”


“Our company added IG Green as an add-on later, mostly for reporting. Ended up using it more than expected, especially when we needed quick answers on emissions impact.”


“IG Green made it easier to explain what we’re doing to management. The Tree-Nation part helps, it’s not just internal tracking, there’s something tangible behind it.”


“We tried IG Vote on a roadmap session. People stopped voting for everything and actually had to think what matters. The outcome looked very different from what we usually get.”


“With IG Vote, some smaller teams finally got their priorities through. Before that, it was always the same voices winning every discussion.”


“I wasn’t sure at first, but IG Vote made trade-offs visible. You could see where people were really willing to spend their votes, not just agree in meetings.”


"Rather than discarding our infrastructure, the InGenius team built a custom solution that layered into our stack and compared multiple ML models regionally. We’ve gained process visibility, collaboration across finance and procurement, and measurable cost savings."

"The consultancy engagement with InGenius challenged our assumptions, deployed a tailored roadmap and compared alternative AI-models for our supply chain risk profile. The outcome: shorter decision-cycles, more confidence in our strategy, and an uptick in operational efficiency."

"We chose InGenius for their custom AI solution because they offered to compare several geofocused models (region, commodity, currency) on top of our existing stack. We are seeing better forecasting precision, smoother integration and measurable cost avoidance."