GEFI Global Evidence Failure IndexTerra Vita Global B.V.
A new category of risk · Evidence Risk

The integrity of the evidence,
not the outcome.

Climate, nature and resilience programmes fail not because the outcomes are weak — but because the evidence behind them collapses. GEFI is the world's first evidence-integrity standard, scoring how likely a programme's evidence is to fail under institutional review, validation or financing.

GEFI does not measure performance. GEFI measures whether the evidence can be trusted.

Global Evidence
Integrity Score
composite (0–100)
systems profiled
below collapse line
Class F
Emissions, biodiversity, resilience and finance flows are measured. The integrity of the evidence behind those claims is not. GEFI measures it.
The Terra Vita evidence stack

Three surfaces: attribute, score, simulate.

NAE

Attribution Engine

Turns raw monitoring data from any tool or partner into attributable, reviewer-ready evidence chains.

Open NAE →
GEFI

Failure Index

Scores evidence integrity 0–100 and Class A–F across the six pillars.

Open scoring →
ERS

Reconstruction Simulator

Simulates how the evidence spine collapses under governance, attribution and partner stress.

Open ERS →

Connected by the Bridge Layer — the governed integration spine that closes the loop between the three surfaces. Open the bridge →   See the full Evidence Stack →

What GEFI measures

Six independent pillars compose a 0–100 Evidence Integrity Score.

P1

Attribution Quality

Is every data point attributable and traceable to actor, method, time, place and governance?

P2

Governance Maturity

Is there a functioning governance spine with clear authority boundaries and reviewer routing?

P3

Validation Readiness

Can evidence be validated independently, without reconstruction or partner dependency?

P4

Reconstruction Reliability

Can the full evidence chain be rebuilt at any time, by any reviewer, without loss?

P5

Partner Evidence Fragility

How likely is partner-level evidence to collapse under stress, turnover or operational gaps?

P6

Collapse Probability

What is the probability the programme's evidence spine fails under institutional scrutiny?

Outputs

Four institutional-grade outputs.

  • Evidence Integrity Score — the 0–100 headline measure of robustness.
  • Evidence Risk Class (A–F) — A is institutionally robust; F is evidence-collapse likely.
  • Evidence Failure Map — structural, functional and stress-based failure modes.
  • Evidence Risk Narrative — reviewer-grade strengths, weaknesses and required corrections.
Why it's needed

The invisible failure modes.

Most programmes collect data. Few can attribute it. Even fewer can validate it. Almost none can reconstruct it.

Evidence fragility is what blocks institutional financing, independent validation, long-term monitoring, programme scaling and portfolio comparability. GEFI is the first system that measures evidence integrity itself — not the outcomes built on top of it.

Who uses GEFI

Built for institutions that require governed, attributable, reconstructable evidence.

Donors & philanthropiesMultilateral institutionsGovernments NGOs & implementing partnersValidation bodiesInvestment committeesAuditors & reviewers
01

Country-Level GEFI

Scores national evidence systems.

View the map →
02

Sector-Level GEFI

NBS, agriculture, coastal resilience, adaptation.

Sector benchmarks →
03

Programme-Level GEFI

Individual programmes for financing & validation.

Programme scorecards →
How GEFI plugs into Terra Vita

GEFI is the scoring layer on Terra Vita's evidence-integrity architecture.

01

Governance spine

Authority boundaries, reviewer routing and escalation pathways are inherited from the Terra Vita governance model.

02

Attribution logic

Actor, method, time, place and governance attribution feed Pillar 1 directly.

03

Reconstruction architecture

Data lineage and version control underpin Reconstruction Reliability and Validation Readiness.

04

Reviewer routing

Accredited reviewers are assigned and routed through the Terra Vita Hub.

05

Evidence Console

Programmes upload governance and evidence materials to the Terra Vita Evidence Console for assessment.

06

Decision environments

Institutional decision environments convert scores into financing, validation and portfolio decisions.

Reviewer workflow

Three movements: intake, assessment, scorecard.

01

Intake

The programme submits the Institutional Intake Form; eligibility is screened and a reviewer assigned.

Open the intake form →
02

Assessment

Reviewers score thirty indicators across the structural, functional and stress layers.

Open the scoring sheet →
03

Scorecard

Integrity Score, Risk Class, failure map and narrative are issued at programme level.

View scorecards →
Status

GEFI v1 is in structured development.
Pilot assessments begin Q3 2026.

Why Terra Vita: GEFI is only possible because Terra Vita provides a governance spine, attribution logic, reconstruction architecture, evidence failure modes, reviewer routing and institutional decision environments. No other organisation holds this combination.

Country-Level GEFI

Global Evidence Risk Map

Every territory is shaded by modelled Evidence Integrity. Select a country for its dossier — score, failure map and reviewer narrative. Illustrative model outputs.

Collapse Robust F · E · D · C · B · A
Loading basemap…
Sector-Level GEFI

Sector Evidence Benchmarks

Comparative evidence-integrity profiles across nature-based solution methodologies, ranked weakest to strongest. Crediting methodologies differ enormously in how reconstructable their evidence is.

Programme-Level GEFI

Programme Scorecards

Programme-level evidence integrity and collapse probability. Click a column header to sort.

Programme Country Sector Class Score Collapse probability
Reviewer scoring sheet

Score a programme's evidence spine.

Score each of the 30 indicators 0–3 (0 absent · 1 partial · 2 functional · 3 institutionally robust). Pillar scores, the Evidence Integrity Score, Risk Class, failure map and narrative update live.

NAE · NBS Attribution Engine

Turn raw monitoring data into attributable evidence chains.

Any tool, any partner. Select a monitoring source and toggle the attribution metadata captured at source — the evidence chain, completeness and gaps recompute live. Illustrative.

Evidence chain · observation → claim
ERS · Evidence Reconstruction Simulator

Simulate how evidence collapses — and how to prevent it.

Choose a stress scenario and adjust the chain. The evidence spine, failure propagation, integrity score and collapse probability recompute live. Illustrative.

Evidence spine · failure propagation
RobustDegradedCollapsed
The Bridge Layer

The governed integration spine: FieldTrace, Hub and GEFI as one evidence loop.

Not a feature — a governance-grade integration layer. FieldTrace produces attributable evidence, the Hub produces governed evidence architecture, GEFI produces evidence-integrity scores, and corrections flow back. Illustrative; operational consoles and evidence records remain protected.

Live bridge · connected pipelinechecking…

Executes the full FieldTrace → Hub → GEFI → feedback cycle against your Supabase database and returns the records actually created.

Run the evidence cycle (illustrative)

The four bridges

Bridge governance rules

Operator console · programme integration status

The bridge operator surface: Hub bundle, FieldTrace and GEFI status per programme, with incidents surfaced first. Reviewer scoring lives in the Scoring sheet → and results in the country dossier →.

Feedback queue · GEFI → Hub / FieldTrace

Bridge data model

Bridge interfaces · API reference

FieldTrace attributes. The Hub governs. GEFI scores. Corrections return.This is the full Terra Vita evidence spine.
Scoring architecture

How GEFI works.

A 0–100 Evidence Integrity Score, built from six pillars of 16.6 each, assessed through three layers, and classified A–F.

The six pillars & their indicators

Three-layer assessment

GEFI evaluates the same six pillars through three lenses to produce a complete evidence-integrity profile.

Evidence Risk Classes

Assessment workflow · intake to classification

Wk 0–1

1 · Intake & Eligibility

Intake form submission, eligibility screening, acceptance and reviewer assignment.

Wk 1–3

2 · Evidence Acquisition

Evidence request pack issued; upload to the Terra Vita Evidence Console; completeness check.

Wk 3–4

3 · Structural Assessment

Do the required structures exist? Structural scores, failure map and narrative.

Wk 4–6

4 · Functional Assessment

Chain tracing, attribution verification, governance testing, partner sampling.

Wk 6–7

5 · Stress Assessment

Partner turnover, method deviation, missing metadata, reconstruction under time pressure.

Wk 7–8

6 · Scoring & Classification

Aggregate structural, functional and stress scores into Integrity Score and Risk Class.

Wk 8

7 · Programme Briefing

Full scorecard, risk narrative, failure map, corrections and strengthening plan.

Opt.

8 · Publication

With explicit consent: score, class, summary narrative and sector benchmark.

Programme assessment · intake

Institutional Intake Form

The minimum governance-grade information required to initiate a GEFI Programme Assessment. Submissions are captured securely. Fields marked * are required.

01 Programme identity
02 Governance architecture
03 Evidence architecture
04 Attribution
05 Validation & reconstruction
06 Programme evidence risk
07 Submission & contact