# Research, delivered as a vault: what changed in v1.1.0, sgit.ai > The changes to the article "Research, delivered as a vault" in v1.1.0, paragraph by paragraph. *Source: · sgit.ai v0.7.87 · this file is generated from the same content as the page, so the two cannot drift. Every page on this site has a `.md` twin; internal links below point at them.* --- [Home](../../../index.md) / [Articles](../../index.md) / [Research, delivered as a vault](../../research-delivered-as-a-vault.md) / [Versions](../research-delivered-as-a-vault.md) / v1.1.0 # Research, delivered as a vault: what changed in v1.1.0 From v1.0.0 (2026-10-16, `5b5bfeedc`) to v1.1.0 (2026-10-27, `db67c5ce1`), paragraph by paragraph. 0 paragraphs added, 0 removed, 7 changed in place, 47 unchanged. About 0 words added and 182 removed. Insertions are marked like this, deletions like this; unchanged runs are folded to one line; figures appear as their file names. [all versions](../research-delivered-as-a-vault.md) 2 unchanged paragraphs !shot rq-cover.webp | images/ | The example vault's cover: a synthetic research firm's assessment of a synthetic accounts payable product with and without its AI agent; insurability B before, D after, B again with four conditions; reach from 4 to 6 systems; three rules that rest on the model behaving.agent. | comparison 13 unchanged paragraphs, under In short {#in-short}, How research is sold today {#today}, One taxonomy is version one {#taxonomy} !shot rq-graph.webp | images/ | The example vault's fractal graph:graph, from the question opens intothrough the vendor,vendorthe product,and the AI agent andto the buyer's systems, then capabilities, the rules that govern them, findings, evidence and the agent worker that produced each piece of evidence. | architecture 3 unchanged paragraphs, under Deliver the research as a vault {#vault} !shot rq-delivery.webp | images/ | The same research delivered two ways: as a report giveswith one document for every reader, a ratingand as a field, evidence described, a category and a row, a reissue next year, a document that is read and filed, an attachment; a vault gives a briefing per reader, a judgement over facts anyone can check, the evidence attached, a fractal graph, a refresh as a new commit with a diff, a lane to write back, and access by key.vault. | comparison 9 unchanged paragraphs, under AI-enabled products need a behaviour policy {#abp} !shot rq-policy.webp | images/ | The example's two behaviour policies: four rules before the AI agent, all held by boundariesagent and settings; eight after, three of them held only by hope that the model follows its instructions, including the one on supplier bank details.after. | comparison 3 unchanged paragraphs, under Licence to operate, and insurability {#insurability} !shot rq-rating.webp | images/ | Licence to operate and insurability in the example: grade B before the AI agent, D after, B with four conditions the vendor can meet; the grade is the research firm's judgement over facts that are all in the vault.conditions. | comparison 5 unchanged paragraphs, under Evaluations with provenance {#evaluations}, The business model {#business} !shot rq-loop.webp | images/ | The loop a research firm could sell:sell, from a live evaluation,evaluationthe vault, a briefing per reader, the client writing back, andto a refresh when the vendor ships a change, which starts the next run; each step a line on the invoice.change. Proposed. | comparison 2 unchanged paragraphs, under The example vault {#example} !shot rq-briefings.webp | images/ | One finding, six readers: the example's briefings for the CISO, the CFO, general counsel, the head of procurement, the board and aancyber insurer, each written from the same findings.insurer. | comparison 10 unchanged paragraphs, under What this does not claim {#limits}, Where this comes from {#sources} [all versions](../research-delivered-as-a-vault.md) --- *[Site index for agents](../../../llms.txt) · [HTML version](https://newsroom.sgit.ai/articles/versions/research-delivered-as-a-vault/v1.1.0.html)*