Right now there is a lot of discussion around AiFi and that this agentic finance world is coming. That is correct, it will run on Crypto rails and touch DeFi and TradFi. Here is a quick list of what it needs. This will be decentralized, touching centralized markets, use decentralized compute, where it is cheapest, or where it must live for regulatory reasons, and it will use centralized and decentralized data sources, with more emphasis on the data source, closest to the underlying assets, or is provably true, auditable, and real-time reporting. This requires Proof of Origin of Data, Proof of Process, and Proof of State, where the zk proofs are on chain (typically many chains) and the data sits at its place of rest where it has the most context. The Second narrative is that Agents will destroy the World. For all those of you who have not seen this, it came out this morning and it is worrisome, to say the least. We must have a mechanism for us to log the activities of agents, and not in a log they can erase (they are already doing this), this must be on chain, multiple chains, with different consensus mechanisms, so it can not be hacked by agents in real time. Then we need to have harnesses on agents that control their access to data, based on who is using them, and if we detect “Something is rotten in the State of Denmark”, then we can shut the agents down. It will many times be a system does not see the the thing going wrong, but a ghost on the walls, showing something is awry. With out these things AI could and will destroy the world, but unfettered, ungoverned, and unauditable it will destroy our financial system first. Here is a list of a few items we should discuss as what is coming - Agents need wallets AI agents cannot pass bank KYC, but they can hold programmable money on-chain 24/7, and act on behalf of others, actually they must and not have autonomy, serving their own purposes, only anothers. Otherwise they become juridic persons. DeFi is the only rail that lets them actually custody and move value, as speed, today. - Programmable money rails Smart contracts, stablecoins, and vaults let agents execute under policy without human approval chains or batch banking. These all need the guard rails of auditability, of Inveniam.io - Always-on market coverage DeFi never sleeps. Agents can watch risk and exit a breaking protocol at 3 a.m. before a human desk reacts. We may need to consolidate in thin markets to maintain orderly markets and for supervision, but we will then have thinly traded DEX solutions, with spikes… - Machine-native identity Wallets, session keys, and on-chain policy give agents identity, scoped permissions, and an audit trail TradFi does not. - Live yield primitives Lending markets and ERC-4626 vaults publish rates agents can enter and exit without a counterparty call. This will develop over time and will have real world data feeds that matter and must be auditable, but these will cash settle and not to spot, other than moments when they must roll to spot so speculation is grounded in reality. - Centralized data lakes rot context Private-market data flattened into one repository loses origin, version, and relationships. Agents then reason on unverifiable inputs. Data lakes will be used for structured data at scale and with crazy feed for public data, but not for private, controlled, unstructured data, ala contracts, this is the most valuable data and this is what Inveniam.io and DGML.io makes machine readable with context. - Golden-copy hashes Data that matters and ownership will be claimed will be anchored to chains. Inveniam anchors each source file to chain so every field an agent uses traces back to an immutable original. Then using DGML.io you can anchor each documents chunks so that the document becomes a registry. - Data stays at rest Owner will keep files in their own systems, and permission in use of the data with out providing copies but merely provable access and receipts via zk proofs. Inveniam shares verified signals without copying or surrendering custody. - Accountable agent receipts NVNM Chain records what data the agent used, how it reasoned, and which human is accountable—so counterparties can verify. -RWAs become legible Proof of origin, state, and process turns unstructured private-asset documents into machine-readable inputs agents can price and trade. AI unleashed with no audit trail may destroy the world, but it will definitely destroy the markets unless we deploy the guardrails. We are at the serendipitous moment when it is the easiest to lie, we have a form of cryptography that allows the truth to be provable on chain… @Inveniam.io @docugami @NVNM_Chain @MANTRA_Chain @G42ai @TalalAlKaissi @Microsoft @jeanpaoli @MUFGAmericas @Mizuho @TD_Canada @Mubadala @EDMsnob @jp_mullin888