The least cinematic object in global commerce may be a supplier spreadsheet. Rows of legal names, addresses, invoice totals and product codes do not suggest a crusade. To Justin Dillon, they became the raw material for one. FRDM AI takes the little a company knows about its direct vendors and tries to reconstruct the much larger network behind them - the mines, factories, sub-suppliers and shipping relationships where forced labor, sanctions exposure, carbon emissions and geopolitical shocks tend to hide.
It is a peculiar second act for a founder who once wrote and performed music, then made the 2008 documentary Call+Response about human trafficking. Dillon's nonprofit, Made in a Free World, helped build Slavery Footprint with the U.S. State Department, showing consumers how ordinary purchases could connect to forced labor. The campaign reached people. The stubborn lesson was that awareness alone did not change the machinery of buying.
The group began working with businesses, and in 2018 launched the platform that became FRDM. The point was no longer simply to tell a shopper that a shoe or phone had a troubling ancestry. It was to give the person approving a purchase order enough evidence to choose, escalate or remediate before the goods moved.
What changed Dillon's mind
Made in a Free World's own account of the shift is unusually direct. The organization learned that preventing exploitation meant changing the systems that perpetuated it. Forced labor was embedded in commercial networks; companies controlled the purchase orders, contracts and supplier relationships that could alter those networks. The center of gravity moved from the consumer's guilty realization to the buyer's operational decision.
That change also altered the product. Consumer education can tolerate a broad estimate meant to provoke reflection. A corporation facing a detained shipment, a regulator or a board committee needs a defensible trail: which entity raised the concern, how it connects to the buyer, what evidence supports the finding and what happened next. FRDM consequently became less like a moral calculator and more like case-management software sitting on a living supply graph.
There is a useful founder lesson in the pivot. Dillon did not abandon the mission when the awareness campaign hit its limit. He followed the problem into a duller, better-funded workflow. Procurement budgets are not charitable donations; companies pay because disrupted goods, lost market access, consultant hours and compliance failures have measurable costs. The social purpose survived, but the buyer and the reason to buy changed.
The questionnaire was the first thing to break
Traditional supplier due diligence begins with a form. Then come reminder emails, partial answers, attachments in several languages and a tidy score that ages the moment it is filed. FRDM says only about 30 percent of supplier assessments are completed. Even a conscientious vendor may receive overlapping surveys from multiple customers, each asking for the same policies and certificates in a slightly different format.
FRDM reversed the sequence. A customer uploads basic supplier or spend data. The platform cleans entity names, connects them to public and licensed information, searches more than six billion trade records and predicts links beyond the known tier. It overlays sanctions lists, adverse media, geography, commodities, certifications, carbon factors and regulatory rules. A questionnaire becomes a targeted tool for missing evidence, not the foundation of the map.
One vendor on the invoice. A small universe behind it.
The useful unit is not a supplier score. It is the path from an exposed sub-tier entity back to the company you can actually call.
The output is meant to answer a less glamorous, more valuable question: what should a small compliance team do on Monday morning? Users can filter the network, inspect the path to a flagged entity, request documents, assign corrective actions, monitor changes and generate reports for regimes such as the Uyghur Forced Labor Prevention Act, Germany's LkSG, the EU deforestation regulation and modern-slavery laws.
“FRDM gives us that next-level supply chain visibility that we can't create organically ourselves except through massive manual efforts.”Alec Streeter, Oshkosh Corporation
A shorter list beats a larger lake
AstraZeneca offers the cleanest public example. In a test group of 149 suppliers, FRDM mapped relationships as far as tier six. The company says eight sub-tier entities accounted for more than 90 percent of the human-rights warnings. Instead of treating 149 supplier relationships as equally alarming, the drugmaker could trace the concentrated risks back to direct partners and focus its engagement.
That last figure is FRDM's calculation, not a universal benchmark. But it captures the commercial promise: compliance software should reduce the haystack, not decorate it. The company's current feature set ranges from human-rights and adverse-media monitoring to sanctions screening, tariff modeling, certification management and a supplier portal. Product Genomics, its predictive bill-of-materials feature, estimates likely components and primary extractives from clues such as a description, image, HS code, supplier, price and region.
In 2023, FRDM added a Scope 3 emissions module, reusing the same supplier map for spend-based carbon estimates. This is the company's “stacking” argument: map once, then use the graph for several overlapping obligations. A sanctions team and a sustainability team may need different reports, but both need to know who is in the chain. Duplicate the output, not the foundational work.
Who pays, and what does it cost?
FRDM sells enterprise SaaS to procurement, sourcing, ESG, trade-compliance and supply-chain teams. Public customer names include AstraZeneca, Oshkosh, Altasciences, Coca-Cola Europacific Partners, McAfee, IBM and Boeing. Standard Bank made the product available to corporate clients through OneHub and called itself FRDM's exclusive partner in Africa. IBM has described FRDM as part of its wider sustainability partner ecosystem.
There is no public menu of subscription prices. FRDM describes unit-based pricing that scales with monitored suppliers and selected compliance modules. The company says the approach can cut supplier due-diligence costs by up to 80 percent, while the AstraZeneca case study claims 94.6 percent. Buyers should treat those as case-specific vendor figures and ask for a baseline based on their own supplier count, data cleanliness, jurisdictions and reporting load.
The copyable idea does not require buying FRDM. Start with existing procurement data. Resolve duplicate entities. Separate discovery from verification. Rank issues by severity, confidence and proximity to a direct relationship. Ask a supplier only for evidence the system cannot obtain elsewhere. Reuse the resulting map across teams. Most important, log the decision and remediation, because a heat map is not due diligence until somebody acts on it.
The honest limit of prediction
A predictive map is not a chain of custody. Trade records are uneven across borders, private domestic transactions may be invisible, corporate names collide and a predicted bill of materials is still a prediction. Public certifications can show that a document exists, not that conditions on a factory floor match it. Adverse-media systems can miss local reporting or confuse similarly named companies.
Where it works
Complex import networks with usable supplier identifiers, active trade records, repeatable compliance obligations and a team ready to investigate the prioritized cases.
Where it bends
Opaque domestic chains, informal production, thin records, constantly changing intermediaries or organizations that treat an algorithmic score as proof and never verify it.
This is also where FRDM differs from a conventional audit platform. It is strongest as a discovery and prioritization layer. Competitors including Interos, Everstream, Exiger, Prewave, Resilinc, Altana and Sourcemap offer their own combinations of mapping, alerts, resilience and compliance. FRDM's identity comes from human-rights work, mapping without first contacting every supplier, predictive material analysis and a workflow pitched to teams “small enough to share a pizza.” The phrase is cheeky; the constraint is real.
The exit, and the bigger distribution machine
On July 22, 2026, Australian logistics-software company WiseTech Global announced a binding agreement to acquire FRDM. The price was $10 million upfront in cash and WiseTech shares, with maximum all-cash earn-outs of $14.31 million. The transaction was expected to close August 3, subject to customary conditions.
Upfront acquisition considerationPlus up to $14.31 million in cash earn-outs. The strategic prize is distribution: WiseTech says its network includes more than 22,000 logistics providers and over 500,000 connected enterprises.
WiseTech plans to combine FRDM's network-level intelligence with BorderWise, Denied Party Screening and Global Knowledge in a new product called VerifyWise. Where traditional screening asks whether a particular shipment or party passes a check, the combined pitch reaches backward through multiple supplier tiers and keeps watching for status changes.
For Dillon, the deal closes a satisfying loop. The campaigner who wanted consumers to understand the hidden labor in products ended up selling infrastructure to a company that wants to be the operating system for global trade. FRDM did not make the moral problem simpler. It made the next action more legible - which, in procurement, may be the difference between concern and consequence.