WP-011 – Value Assurance: Verifying and Future-Proofing Value in Transition¶
Status: Draft
Version: 0.1
Date: September 2026
Author: Alex Nikolov
Reference implementation: WP-011 Value Assurance: code and UI
Start concrete
Code and UI, including the browser interface where a person holds their own keys and grants an agent its mandate: WP-011 Value Assurance. What an assurance loop is bounded by, in practice: CAN in Practice §3.
Abstract¶
Most of the world's wealth is held as prices: numbers reported by appraisal or by markets, neither of which shows its workings. When the assumptions behind those prices change, as AI-driven changes to labour and demand may change them faster than markets expect, the numbers can reset abruptly. What looked like value can turn into liability.
This paper proposes value assurance. Assets carry, continuously, the evidence behind their value. They can be tested against changing assumptions, and they can be transferred, pledged or re-purposed on the basis of that evidence. It describes an agentic loop that keeps value current. It explains why early movers set the standard. It sets out how value assurance, delivered as open infrastructure, can be sustained by very small fees on a very large base.
Price is a number. Value is information in motion.
1. From Appraised Price to Evidenced Value¶
| What each asset carries | Why it matters |
|---|---|
| Identity and title | What exactly is owned, by whom, with which encumbrances |
| Condition and delivery | For projects: progress, cost to complete and supplier invoices on one record |
| Revenues and use | Verified occupancy, output and trading, where parties agree |
| Assumptions | The inputs behind the value, such as demand, rates and energy prices, written down rather than implied |
| Scenario values | What the asset is worth if assumptions change |
| Carbon and environment | Emissions, capture and credits linked to the asset |
| Contribution | Who helped create and sustain the value (CAN ledgers) |
What this delivers:
- Credibility. Investors pay less for what they cannot check.
- Mobility of value. Verified assets can be pledged, partly transferred or co-invested without long diligence.
- Delivery control. Staged capital is released against verified milestones.
- Accountability. Owners, auditors and the public can inspect evidence directly.
2. When Value Turns Into Liability¶
Losing value is not always the same as transferring it. A platform that was an asset can become a cost overnight when the market moves on. Inherited property can become a tax liability. A market-leading technology company can see its core business collapse while its patents and know-how still hold value that nobody can see. In each case the value is still there in a different form, but pricing cannot see it, so it is written off.
Evidence changes this. When the underlying capacities, rights and contributions are recorded, value can be transferred to whoever can use it, through participation rather than a distressed sale. Ownership then follows participation: what is proper to someone is determined by what they contribute and use, which is the CAN principle (WP-002, WP-004).
3. The Agentic Loop¶
Evidence goes stale unless something keeps it current. Value assurance uses agents, human and artificial (see AI and Agent Participation), in a continuous loop:
- Detect: a change in inputs, such as demand, prices, regulation, condition or contribution.
- Interpret: what it means for this asset's assumptions.
- Recalculate: scenario values and entitlements.
- Explain: in terms the holder and affected parties can read and contest.
- Act: within mandates set by the holder or by law, for example re-pricing access, pledging, re-allocating or alerting.
Agents act only within delegated mandates. Every action is recorded and attributable, and it can be reversed where the mandate allows.
4. Future-Proofing: Evidence and People¶
A portfolio is future-proof not when its prices hold, but when:
- it can prove what its assets are worth under changing assumptions; and
- the people its assets depend on have reasons to be there.
The first needs evidence. The second needs contribution-based access, portable capability records for people who arrive, and a floor beneath people (WP-009). Places that attract displaced talent strengthen their assets while other places reprice theirs.
5. Value Assurance as Infrastructure¶
Around $550 trillion of global net wealth rests on assumptions the transition will test (BCG Global Wealth Report 2026). Verifying, re-establishing and moving that value is one of the largest coordination tasks of the coming decades. Infrastructure economics apply: very small fees on a very large base.
| Share of $550T covered | 0.1 bp a year | 0.5 bp a year | 1 bp a year |
|---|---|---|---|
| 1% ($5.5T) | $55M | $275M | $550M |
| 10% ($55T) | $550M | $2.75B | $5.5B |
| 20% ($110T) | $1.1B | $5.5B | $11B |
Illustrative arithmetic on a published base, not a forecast.
These fees can fund open infrastructure, independent attestation and the safeguards below, rather than creating a new private toll-gate.
6. Why Early Movers Matter¶
In payment and standards infrastructure, the first credible operator at scale tends to set the rules, and later entrants connect to it. Card networks, SWIFT and the dollar's settlement role show how durable an early lead can be. Jurisdictions that already have verifiable commercial documents, modern instant rails, a capable supervisor and large real-asset portfolios are placed to lead. Leading should mean publishing open specifications, so that the standard is shared rather than captured.
7. Safeguards¶
- Records are held by the people and entities they describe and disclosed selectively.
- There is no central pooling of personal data, and aggregate statistics are computed without it.
- There is no general behavioural scoring.
- Specifications are open, and several independent attesting bodies take part.
- Agent mandates are explicit, limited and revocable.
The standing test: the person or entity affected holds the record, sees the reasoning and can contest it.
References¶
- BCG, Global Wealth Report 2026.
- IMF (2024), Gen-AI: Artificial Intelligence and the Future of Work.
- ILO, labour income share estimates.