A03 · EVIDENCE · innovationGRA dossier · service level R0
GRAAsset Management NexusEstablished
Innovation and practical technology

Technology and emerging practices

Technology relevant to capital markets and investment, climate and hazards and biodiversity and nature: what it can do, the constraints it faces and its consequences for people and institutions.

Publisher
The Global Risks Alliance
Field
Capital markets and investment, Climate and hazards, Biodiversity and nature
Status
Established
Service level
R0: information and enquiries

Innovation pipeline

Asset management · Stage gates

Gate review in 5 dGRA · Asset Management Nexus

By readiness level

TRL 2 to 301
Stewardship prioritiesconcept tested
TRL 4 to 502
Liquidity stress testinglab validation
Transition plan assessmentlab validation
TRL 6 to 701
Disclosure data qualitypilot with owner
Adoption review01
Physical risk of real assetsowner decides

Readiness criteria

pilot vs gate

Evidence of effect90 · req 70Safeguards55 · req 80Operating cost known24 · req 60Owner commitment76 · req 75

Pilot issues

  1. I-1Data licence for pilot siteTo check1 d
  2. I-2Observer protocol signedDone2 d

Asset Management Nexus · Innovation pipelineInnovation pipeline, in outline: domain structure with placeholder names and illustrative values, not a record.

01In brief

The short answer.

Innovation at Asset Management Nexus is the evaluation of technology relevant to capital markets and investment: the need it addresses, the evidence behind it, its constraints and its consequences for safety, rights and the environment. Promising work can be built in Nexus Foundry and tested in Nexus Universe; nothing is called proven before test and review, and no product is endorsed.

02Canvas

Draft to published version.

Canvas · draft to published versionDesign, not a record
Technology and emerging practices: an innovation through readiness gatesAn idea is tested as a concept, validated in the lab, piloted with an owner under safeguards and reviewed for adoption; each gate asks for evidence of effect, safety and cost before the next stage. Design of the process, not a record of a run.

Fig.How a finding is reviewed before it is published. Design, not a record.

03Spatial finance

Assets on the grid, and the portfolio they make.

Where a portfolio's assets sit, and how much of its value is most exposed. Hypothetical assets, not an assessment.

Sixteen assets at real towns, and the share of portfolio value in the most exposed places.Hypothetical assets and design scores, not advice.
04Approach

Evaluate before adopting.

  1. 01

    Need

    Which problem does the technology address, and for whom?

  2. 02

    Evidence

    What has been demonstrated, under what conditions, and what remains untested?

  3. 03

    Constraints

    Cost, skills, infrastructure, data and governance requirements.

  4. 04

    Consequences

    Effects on safety, rights, equity and the environment.

05Technology

Data and tools changing asset management risk.

  • Asset-level geospatial data lets managers see physical exposure behind securities, with coverage gaps.
  • Tokenised fund units change settlement and transfer agency.
  • AI in research and trading raises model and herding risk.
  • Natural-language processing of disclosures scales analysis but inherits disclosure quality.

For each change, Asset Management Nexus asks what new dependency, concentration or model risk it creates for portfolio managers and analysts, and which of IOSCO, ISSB and PCAF has addressed it so far.

06Build and test

From idea to tested capability.

Promising work can be built in Nexus Foundry and tested under controlled conditions through Nexus Universe. No technology is described as proven before it has been tested and reviewed.

07Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
Technology readiness levelA scale from basic principles to proven operation that describes how mature a technology is.
Responsible innovationAnticipating and governing the effects of new technology together with society.
TestbedA controlled setting, from a lab rig to a field site or sandbox, for trying a technology before it meets real conditions of use.
Universal ownerA large investor so widely diversified that it effectively owns a slice of the whole economy and its systemic risks.
08Sources

Where this page's references lead.

The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.

09Questions

Questions and answers.

Does the platform endorse products?
No. It evaluates technologies and publishes what it finds, with limits. It does not endorse, certify or recommend products or vendors.
Asset Management Nexus

Bring your expertise to this field.

The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.

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