AI agents can now connect fragmented data across food supply chains and eliminate the information advantage buyers have held over producers for decades. That is transformative, but it depends on a condition not yet existing at scale: data that cannot be fabricated, selectively presented or quietly amended.
Unverified data accelerated by AI does not end the information imbalance. It automates it at speed.
The domain-specific large language model that will transform food systems requires a corpus of authenticated, structured, immutable data assembled across the entire food system stack. That corpus does not yet exist anywhere, except in the operating infrastructure Two Hands has been building for six years.
Scottish Parliament legislators, examining the Digital Assets (Scotland) Bill independently of Two Hands, arrived at the same conclusion: in the AI age, authentication is the foundation everything else depends on. When a legislature and six years of commercial operation point in the same direction, that is confirmation the verification gap is structural — and that the window to build the foundation is now.
Two Hands is a full-stack platform — meaning we built the complete end-to-end system ourselves rather than licensing technology to existing operators. In plain terms: we did not try to sell software to incumbent supply chain businesses. We rebuilt the supply chain itself, from producer to plate, and wrapped the technology around a working commercial operation.
This is why almost nobody has done it. Two Hands’ insight is the commercial implementation of blockchain technology across a full industry vertical is substantially harder than the technical implementation, as it requires reengineering of the supply chain, not just being layered on top of an existing supply chain. Building farmer trust, changing supply chain relationships and financial compensation, buyer networks and operational capability simultaneously – these are challenging.
But that is what Two Hands’ six years of commercial operations across Australia and Asia represents. We have proven both the tech AND the reengineered supply chain. A key element of making our reengineered supply chain compelling was including financial incentives, addressing two of the biggest pain points in the existing food supply chain model for producers and restaurants:
We crawl before we walk before we run, beginning with a centralised Digital Trust application protecting The Innocents (family-owned farms, fishing operations, logistics businesses, processors and wholesalers) from being exploited as the system matures. The governance and rules required for a permissionless Web3 food ecosystem are built in stages.
There is a clear sequence. Two Hands has built the verification layer. The verification layer expands (via our consortium of expert AgriTechs) to include further farm-specific data generating the authenticated data corpus. The data corpus enables the food ecosystem LLM. The LLM, operating on verified data, orchestrates the Web3 ecosystem. Each stage depends on the one before it. Two Hands is the only organisation building the foundation.
A domain-specific LLM trained on authenticated, auditable food system data changes that entirely. It can orchestrate siloed data across the entire ecosystem: matching chef and grocery buyer demand cycles with the ten-year decisions farmers make; coordinating small farm and crofter outputs so abattoirs receive economically viable quantities; identifying patterns in soil health, nutrient density and biodiversity no individual actor in the chain can currently see.
The corpus that LLM requires — authenticated, auditable, immutable, assembled across the full supply chain — does not exist anywhere. Two Hands is building it. That is what the UK consortium world-first pilot, led by Two Hands, represents as a data infrastructure investment.
Full-stack platforms require significantly more capital than pure technology companies, and they take longer to reach their inflection point. For Two Hands UK investors, that capital and development risk has already been absorbed.
Two Hands launched commercially in 2019, earning a three-page Forbes feature as one of the very few commercialised blockchain applications globally outside finance. Within six months of launch, the platform had generated over £1.5m monthly pipeline revenue, principally with international hotel groups Marriott and Hilton. Covid then devastated global hospitality, creating a two-and-a-half-year interruption as the co-founders needed to be based in China.
When operations resumed, shareholders made a clear strategic decision: the UK and EU represented the most compelling market opportunity. Global IP was moved to CaroKilt Ltd, the UK-registered company. The Australian operation was established as an independent entity (HSA) to continue proving the commercial thesis — and it has. HSA is at £1.3m revenue with profitability forecast in Q1 2027.
UK investors are scaling a proven model with global IP in the UK and a commercially validated thesis demonstrated by a near-profitable Australian operation.
Three real stories from commercial operation highlight our platform’s transformation of food systems.
A shipment of South Australian seafood arrived in Shanghai with boxes broken and contents at 16–18°C — specifications required 6–8°C. In a conventional supply chain, the cause is unknown and the supply chain unaccountable. Two Hands scanned the QR codes on the boxes and within seconds identified a Hong Kong service provider had left the pallet on the tarmac for 76 minutes where the temperature breach and the box trauma both occurred.
The service provider was shocked to discover everyone in the chain — from the fisherman to the chefs and diners at the Waldorf Astoria Shanghai — could see their failed performance. Because the record is immutable, the HK service provider’s reputation was damaged permanently. From that day, every participant in the supply chain operated within specification. No enforcement. Transparency, auditability and immutability did the work.
Consider the downstream implications for food safety, supply chain efficiency, banking risk and insurance risk — at scale.
Across thousands of transactions over 6 years in the hospitality sector, one of the higher-risk sectors for debt collection, Two Hands recorded £300 in total bad debt. When end-buyers know claims or late payments create a permanent, immutable record attached to their reputation, behaviour changes.
UK producers using our platform will know immediately whether they can trust London, Paris or Shanghai buyers — based on verified, immutable performance history.
A fisherman had spent years sending his catch into a supply chain where he had no idea where it went. When his product reached the Ritz Carlton Shanghai, the executive chef sent him a photograph of the dish, beautifully plated, and a personal thank you. When the fisherman received the message on his phone, you would have thought he won the lottery.
Two Hands is building this at scale. Producers building their own brands and are recognised for their stewardship. Regions made famous. Chefs and consumers now know the person behind the produce. Nature, nutrition and attribured quality — currently invisible in today’s industrialised foodchains — recognised and commercially rewarded.
This is the architecture of a different food system benefitting farmers, fishermen, chefs, hospital purchasing managers and consumers.
"Food systems are broken because nobody can see the whole picture. We've spent six years building the infrastructure bringing critical change — digitising, authenticating and verifying from soil to plate, delivering truth and trust at scale. Investors coming in now are early to something the entire food system will eventually depend on."
