Earth5R

BRSR Compliance India | ESG Intelligence & TERRA Score™ — Earth5R
India's First Community-Verified ESG Intelligence

ESG Reality Verification
for the Global South

The pairwise correlation between major ESG raters is only 0.54 (Berg, Koelbel & Rigobon, Review of Finance, 2022). For credit agencies, it is 0.99. TERRA Score™ was built to close this gap — measuring outcome-level performance, narrative alignment, and ground-truth verification across 34 sub-indicators, 12 sector profiles, and 13 anti-gaming checks. India-first. Global South by design.

Request a TERRA Scorecard Explore TERRA Score™
34
Sub-indicators scored
per company
12
Sector-specific
weight profiles
13
Anti-gaming checks
with mathematical triggers
TERRA Score™ · Sample Earth5R Verified
Case Study: Metals & Mining
MET Profile · NSE Listed · FY2024-25
64.8
±5.0
T
54
E
59
R¹
69
R²
60
A
83
Trajectory: ↗ Improving CvR: 0.12 Aligned Mode #10 Confidence: ±5.0
Earth5R is United Nations Recognised
|
Google Top 15 for Sustainability
|
UNESCO India — Technology for Impact Case Study
The Gap

The ESG Measurement
Failure.

The pairwise correlation between MSCI, Sustainalytics, and other major ESG raters is only 0.54. For credit rating agencies, the equivalent figure is 0.99. This level of disagreement means ESG ratings capture fundamentally different constructs depending on the provider, with direct consequences for capital allocation. In our case study of 15 Indian companies across 11 sectors, CvR scores ranged from 0.12 to 0.72 — a 6x factor across companies that global raters evaluate within a narrow band. The measurement failure is structural, not random.

TERRA occupies a category that does not yet exist in the ESG ecosystem: reality verification. Existing frameworks measure disclosure quality and ESG management systems. TERRA measures whether those disclosures reflect operational reality. The CvR Gap™, the anti-gaming layer, and the ground-truth verification protocol together constitute a systematic, quantitative credibility check on sustainability reporting.

Earth5R waste management field team Earth5R river cleanup operations Community-led recycling programme

Disclosure ≠ Impact

In our case study, a specialty chemicals company published multiple consecutive sustainability reports with ESG governance structures, GRI language, and SDG references — but contained minimal quantitative indicators. Under TERRA, it scored CvR 0.72: narrative claims supported by only 28% of expected quantitative evidence. Global raters evaluated it within a narrow band of peers.

→ TERRA measures outcomes and data integrity, not disclosure quality

No Sub-National Context

Water stress in Jharkhand's Singhbhum is classified differently from Odisha's Jajpur under WRI Aqueduct. CSR impact in tribal Jharkhand is qualitatively different from impact in urban Mumbai. No major ESG framework systematically integrates sub-national environmental, social, and governance indicators. This is not an India problem — it is a Global South problem observable across Brazil, South Africa, Mexico, Malaysia, Kenya, and Indonesia.

→ TERRA uses district-level water stress, Census demographics, and NITI Aayog MPI data

Zero Ground Truth Verification

When a company claims clean water for 12,000 households, no ESG rater checks. In our field assessment of one such claim, household surveys across three named villages found approximately 7,500 beneficiaries reached (not 12,000), two of three check dams functional (one silted), and demographics that were mixed urban/peri-urban — not predominantly tribal as implied. This level of verification is not possible from a desk.

→ Earth5R's ISA 530-based sampling protocol across 150+ Indian cities
TERRA Score™ — Computational Architecture

Five Dimensions. 34 Indicators.
One Auditable Score.

STERRA = 0.20·ST + 0.28·SE + 0.18·SR1 + 0.22·SR2 + 0.12·SA. Each dimension is a weighted average of its constituent indicators, scored 0-100 using piecewise linear mapping against sector-calibrated bands anchored to physical limits, regulatory thresholds, and best-practice benchmarks. Anti-gaming adjusted. z-score calibrated. Reported with confidence bands.

T
Trajectory Index
Weight: 20%
E
Environmental Reality
Weight: 28%
R¹
Resilience & Systems
Weight: 18%
R²
Reach & Community
Weight: 22%
A
Accountability
Weight: 12%

Where is the company headed?

Trajectory (20%) addresses the limitation that static scores miss directional change. A company that was poor 5 years ago but is improving fast scores the same as one that was always average. In our case study, Tata Steel's 4-year rolling data showed consistent intensity improvement across all metrics — yet absolute emissions rose due to production growth. TERRA captures both signals: the intensity trajectory and the absolute reality. Weight rationale: 20% reflects that trajectory is a modifier of current performance, not a standalone measure.

Directional Scoring — Unique to TERRA
  • 3-Year Rolling Improvement Rate (RIR)

    Annual % change in each environmental metric, averaged over 3 years. Accelerating improvement is weighted 1.4× vs. steady improvement.

  • Pledge-to-Progress Ratio (P2P)

    Net Zero / sustainability pledges made ÷ measurable progress achieved. High pledges + low progress triggers a trajectory penalty.

  • Restatement Frequency Penalty

    Companies that restate prior-year ESG data receive a trajectory penalty — frequent restatements signal data quality issues.

  • SBTi / Paris Alignment

    Is the decarbonisation trajectory aligned with a 1.5°C pathway? Scored against science-based benchmarks, not self-set targets.

What is the actual planetary load?

Environmental Reality receives the highest weight (28%) because environmental metrics carry the largest share of BRSR mandatory disclosure, the most material financial risk (carbon pricing, water scarcity, waste liability), and are the focus of RBI's Climate Risk framework. In our case study, 3M India reported improving emissions intensity per rupee of revenue — but physical-output intensity was worsening. Revenue grew 18% (partly from price increases) while production grew only 6%. TERRA's dual normalisation catches this. District-level water stress is weighted by WRI Aqueduct: 1 litre used in Marathwada scores differently from 1 litre used in Assam.

Dual Normalisation + Geography Weighting — Unique to TERRA
  • GHG Intensity (Dual-Normalised)

    Scope 1+2+3 tCO₂e per ₹Cr revenue AND per employee. Scope 3 omission triggers a mandatory score penalty.

  • Water Stress-Adjusted Consumption

    Water use weighted by the stress level of operating geographies. 1 litre used in Marathwada scores worse than 1 litre used in Assam.

  • Waste Circularity Rate

    % of waste diverted from landfill through reuse, recycling, or composting, including hazardous waste compliance.

  • Biodiversity Footprint (TNFD-Aligned)

    Operations mapped against India's biodiversity hotspot atlas. First TNFD-aligned metric in India's ESG landscape.

Is the company building infrastructure to survive disruption?

Resilience & Systems (18%) captures forward-looking preparedness. TERRA solves the one-size-fits-all problem with 12 sector-specific weight profiles. Workforce Safety is weighted 5.3% for Construction (where L&T recorded 33 fatalities in a single year, almost entirely among 354,000 contract workers) but only 2.0% for FMCG. Process Transition Pathway is weighted 4.5% for Metals (because EAF conversion is the actual decarbonisation lever) but only 2.7% for IT. Sensitivity analysis confirms: varying any single weight by ±2 percentage points changes the composite score by less than 1.5 points for 90% of companies.

Supply Chain Cascade Scoring — Unique to TERRA
  • Supply Chain ESG Cascade Score

    Scored on the depth of ESG requirements cascaded to Tier 1, 2, and 3 suppliers, and whether capacity building programmes exist.

  • Physical Climate Risk Exposure

    Operations mapped against India's climate vulnerability atlas for flood, heat, drought, and cyclone risk by geography.

  • Systemic Leverage Index (SLI)

    Policy advocacy, industry coalition leadership, and standard-setting participation — does the company move its sector, not just itself?

Who benefits — and how excluded are they?

Reach & Community (22%) reflects India's Section 135 CSR mandate and the NGRBC's emphasis on stakeholder responsibility. Vulnerability multipliers are not arbitrary — they are calibrated from NITI Aayog's Multidimensional Poverty Index headcount ratios: Scheduled Tribes (MPI 50.6%, multiplier 1.8x), Scheduled Castes (33.3%, 1.6x), BPL (1.5x), women-headed households (1.4x). Formula: m = 1 + 0.8 x (MPI_group / MPI_max). In our case study, both Reliance and L&T claimed 100% vulnerable beneficiaries with zero demographic segmentation — TERRA caps unsegmented blanket claims at 40. Designed for replication: substitute local exclusion indices for any country's census data.

Earth5R Exclusive · No Equivalent Globally
  • Vulnerability Depth Index (VDI)

    Beneficiaries from vulnerable groups (women, SC/ST, BPL, differently-abled) carry multipliers up to 1.8×. CSR reaching tribal communities scores far higher than urban clean-up drives.

  • Community-Verified Impact (CVI)

    Earth5R's field programmes in 150+ cities cross-verify claimed community impact. Companies claiming water access in Jalna — Earth5R's local network can confirm or flag.

  • Geographic Depth Score

    CSR concentrated near headquarters scores lower than programmes reaching Tier-3, rural, or tribal geographies — penalising proximity bias.

Can we trust the disclosure? Does the data hold up?

Accountability (12%) is weighted lowest because it functions as a trust modifier, not a standalone performance dimension — a company with high Accountability but low Environmental scores should not appear to perform well overall. The CvR Gap™ is embedded here. Critically, CvR measures alignment, not performance. A company with moderate ESG performance and measured language can score better than one with strong performance and inflated language. This is by design: a journalist, regulator, or activist investor can attack the gap between claims and data. They cannot attack a company for being honest about its constraints.

Includes CvR Gap™ — Narrative Alignment Metric
  • Claim-vs-Reality Gap™ (CvR)

    AI-detected divergence between narrative sustainability claims and quantitative data within the same report. See the full CvR section below.

  • ESG Governance Depth Score

    Board-level ESG committee, sustainability-linked executive pay, and independent ESG assurance — scored on substance.

  • Regulatory Compliance Record

    MoEF violations, pollution consent lapses, and labour law non-compliance — public record scanning for penalties and prosecution history.

TERRA Score™ in Action

15-Company Case Study — Methodology in Action

TERRA Score was validated through a 15-company case study spanning 11 of 12 sector profiles, selected to maximise methodological stress-testing across disclosure quality range (PwC Reasonable Assurance to zero quantitative data), sector diversity, and CvR range (0.12 to 0.72). Four representative cases are shown below. Company names are softened. Full computation, anti-gaming results, and per-topic CvR breakdowns are available in the detailed scorecard.

Infrastructure & Construction
One of India's Leading Engineering & Construction Conglomerates
Nifty 50 constituent · Mumbai-headquartered · ₹2L+ Cr revenue class · Operates across 50+ countries
Revenue: ₹2,21,000+ Cr
Employees: 3,50,000+
BRSR Filed: Yes — FY2024
GRI Aligned: Yes
TERRA Score™
54 TERRA
T
68
E
41
R¹
58
R²
44
A
62
Key TERRA Findings
E · Environmental Reality
GHG intensity reported only as revenue-normalised — missing physical output normalisation. For a company with construction and heavy engineering output, this masks true emissions per unit of physical work delivered. Score penalty applied under dual-normalisation rule.
R² · Reach & Community
CSR beneficiary claims of 2.5 Cr+ lives impacted — but zero vulnerability segmentation reported. No breakdown by SC/ST, BPL, women-led households, or tribal populations. VDI could not be computed. Geographic Depth Score: low — 70%+ of CSR spend concentrated in Tier-1 cities.
VDI: Not Computable
T · Trajectory Index
Strong 3-year trajectory on renewable energy adoption — solar capacity up 340% since FY2021. SBTi targets validated. Pledge-to-Progress ratio is favourable at 0.72, meaning 72% delivery against committed milestones.
P2P: 0.72 — Strong
IT Services & Consulting
One of India's Most Valuable IT Services Companies
Nifty 50 · Mumbai-headquartered · ₹2.5L+ Cr revenue class · 6L+ employees globally
Revenue: ₹2,59,000+ Cr
Employees: 6,00,000+
BRSR Filed: Yes — FY2024
DJSI Member: Yes
TERRA Score™
73 TERRA
T
78
E
82
R¹
71
R²
55
A
76
Key TERRA Findings
E · Environmental Reality
Sector-leading environmental performance. Scope 1+2 emissions reduced 72% against 2016 baseline. Water recycling rate at 46%. All campus-level data third-party assured. One of the few Indian companies reporting meaningful Scope 3 categories.
CvR: 0.08 — Aligned
R² · Reach & Community
CSR spend exceeds Schedule VII mandate — but community impact primarily urban. Digital literacy programmes concentrated near campus cities. VDI multiplier significantly lower than companies reaching rural and tribal geographies. Geographic Depth Score: moderate.
R¹ · Resilience & Systems
Tier-1 supplier ESG requirements in place — but Tier-2 cascade is limited. Systemic Leverage Index is high: active participant in industry ESG standard-setting, CDP disclosure leadership, and UNGC network. Physical climate risk mapping across 30+ campus locations.
FMCG & Consumer Goods
One of India's Most Recognised Diversified FMCG Conglomerates
Nifty 50 · Kolkata-headquartered · Hotels, FMCG, Paperboards, Agri-Business · Widely cited sustainability narrative
Revenue: ₹70,000+ Cr
Employees: 36,000+
BRSR Filed: Yes — FY2024
Water Positive Claim: 22+ Years
TERRA Score™
58 TERRA
T
52
E
64
R¹
56
R²
72
A
38
Key TERRA Findings
A · Accountability — CvR Flag
Sustainability narrative is among the strongest in Indian corporate reporting — but CvR analysis detects significant divergence. Water positive claims lack district-level stress-adjusted verification. The language intensity far exceeds the quantitative evidence provided.
CvR: 0.51 — Significant Gap
R² · Reach & Community
Among the highest-scoring companies on Reach & Community. Agri-business and social forestry programmes reach deep rural and tribal India. VDI multiplier is strong: high proportion of beneficiaries from BPL and women-led households. Geographic Depth Score: high.
VDI: 1.52× — High Vulnerability Reach
T · Trajectory Index
Trajectory is plateauing. Key environmental metrics showed strong improvement pre-2020 but have flattened. Pledge-to-Progress ratio is moderate at 0.48 — significant commitments made on net-zero, but verified delivery against milestones is lagging.
Banking & Financial Services
One of India's Leading Private Sector Banks
Nifty 50 · Mumbai-headquartered · 8,000+ branches · Recently expanded through a major acquisition in housing finance
Total Income: ₹4,47,000+ Cr
Employees: 2,13,000+
BRSR Filed: Yes — FY2024
RBI Climate Disclosure: Pilot
TERRA Score™
66 TERRA
T
71
E
60
R¹
73
R²
62
A
67
Key TERRA Findings
R¹ · Resilience & Systems
Strong on systemic risk — financed emissions framework in early stages but more advanced than most Indian banks. Physical climate risk exposure mapped for top 50 loan portfolios. Active participant in RBI's Climate Risk pilot. Supply chain ESG cascade to borrowers is an emerging differentiator.
SLI: High — Sector Standard-Setter
E · Environmental Reality
Operational emissions (Scope 1+2) are modest for a services company — but Scope 3 / financed emissions are the real story and remain largely unreported. Score penalty applied for missing financed emissions quantification — the single most material environmental metric for any Indian bank.
A · Accountability
Board-level ESG committee with named members and defined mandate. Third-party assurance on key environmental data. Whistleblower mechanism in place. CvR Gap is low — narrative claims are measured and conservative, well-supported by disclosed data.
CvR: 0.12 — Aligned
What You Receive

Inside a TERRA Scorecard

Every TERRA Scorecard is a 25–30 page intelligence report containing full computation: 34 indicator scores, 5 dimension breakdowns with sector weights, CvR per-topic analysis, anti-gaming check results, confidence band computation, and an improvement pathway. Here is what the key pages look like.

Page 1 · TERRA Score Summary
Score: 64.8 ± 5.0 · Dimension Breakdown
T
54
E
59
R¹
69
R²
60
A
83
64.8
TERRA Score
±5.0
Confidence
Score Summary
Overall TERRA Score, five-dimension breakdown, year-on-year change, and sector percentile ranking
Page 4 · CvR Gap™ Analysis
Narrative Alignment Assessment
CvR Score Distribution
Claim-Level Breakdown
CvR Gap™ Analysis
AI-detected divergence between narrative claims and quantitative disclosures, scored claim-by-claim
Proprietary
Page 6 · Sector Benchmarks
Peer Comparison — Industrials
Peer 1Peer 2SubjectPeer 3Peer 4Peer 5Peer 6
P62
Sector %ile
3/12
Peer Rank
Sector Benchmarks
TERRA Score vs. sector peers, percentile rank, and dimension-by-dimension peer comparison
Page 12 · Action Roadmap
Priority Recommendations
2
Critical
2
Moderate
1
Opportunity
Action Roadmap
Prioritised recommendations — what to fix, what to disclose, and what to build — mapped to TERRA dimensions
AI Technology Recognised by Google · Listed by UNESCO India as Tech for Impact Case Study

India's First Public ESG Rankings
Are Coming — Scored by TERRA™

For the first time, Indian companies will be ranked not by disclosure quality — but by outcome-level performance, narrative alignment, and ground-truth verification. Sector-by-sector. Community-verified. With 13 anti-gaming checks and 15 CvR detection modes ensuring no company can game the score.

TERRA Score occupies a category that does not yet exist in the ESG ecosystem: reality verification. Designed for the Global South with India as the first deployment market. Built on 2.4 billion geo-tagged environmental data points collected by a community of 2.5 million beneficiaries and community members. Powered by AI recognised by Google among India's Top 15 for Sustainability and documented by UNESCO India as a case study in Technology for Impact.

Request a TERRA Scorecard → Review Computational Architecture
34
Sub-indicators
per company
12
Sector-specific
weight profiles
15
CvR detection
modes codified
13
Anti-gaming checks
with defined triggers
97.2%
AI quantitative
extraction accuracy

ISA 530-Based Ground Truth Verification

Stratified random sampling: 3-5 sites per company, at least one urban, one rural, one high ST/SC district. Household surveys (50-100 per site), infrastructure functionality checks, demographic composition verification. Multi-source triangulation across field observation, geo-tagged community reports, and public records. No other ESG framework has a verification protocol. Earth5R operates this across 150+ Indian cities with 4.7 million cumulative field hours.

CvR Gap™ — 15 Detection Modes, 120+ Phrase Rubric

Two-pass AI extraction: Pass 1 computes QRS from 42 data fields across density and five quality markers. Pass 2 classifies every narrative claim against a fixed rubric of 120+ pre-coded phrases mapped to 5 intensity levels. Inter-run agreement: 94% within 1 level. 15 codified divergence modes — from Inflated Narrative (#1) to Certificate Offsetting (#4) to Trajectory Masking (#15) — each with mathematical trigger conditions. No ESG framework anywhere measures narrative alignment.

Global South Architecture — India-First, Not India-Only

The core scoring engine (5 dimensions, 34 indicators, CvR, anti-gaming) is universal. The context layer — vulnerability multipliers calibrated from NITI Aayog MPI data, WRI Aqueduct district-level water stress, BRSR regulatory mapping, Census 2011 demographic weighting — is market-specific. Designed for localisation as TERRA expands to Brazil (CVM), South Africa (King IV), Mexico (CNBV), Malaysia (Bursa), Kenya (NSE), Indonesia (OJK), and Japan (TSE).

Living Intelligence

TERRA Scores Are Never Static

Every TERRA Score is a living assessment — continuously updated as new filings emerge, regulatory actions are taken, field verification is conducted, and market conditions shift. Companies can see their scores change in response to real actions, not just annual report cycles.

1
Regulatory & Filing Monitoring

AI continuously scans BSE, NSE, MCA21, MoEF, CPCB, and NGT databases for new filings, violations, consent lapses, and regulatory orders that impact TERRA dimensions.

Continuous
2
BRSR & Sustainability Report Refresh

When companies file new BRSR or sustainability reports, AI re-extracts all 34 indicators within 48 hours — updating dimension scores, recalculating CvR Gap, and revising trajectory projections.

Quarterly / Annual
3
On-Ground Field Verification Cycle

Earth5R's 150+ city field network conducts rolling verification of claimed CSR outcomes, community impact, and environmental interventions — updating the CVI (Community-Verified Impact) score.

Rolling Quarterly
4
Sector Benchmark Recalibration

As more companies in each sector are scored, peer benchmarks are recalibrated — meaning percentile rankings shift based on the competitive ESG landscape, not just absolute scores.

Semi-Annual
TERRA Intelligence Feed — Sample Live
TERRA Score Updated — Leading IT services company's Environmental Reality score revised upward from 78 to 82 following verified Scope 3 disclosure in FY2025 BRSR filing.
2 hours ago
Score Update
CvR Alert Triggered — Major FMCG conglomerate's new sustainability report claims "transformational water stewardship" but disclosed water intensity increased 6% YoY. CvR Gap widened from 0.38 to 0.51.
6 hours ago
CvR Alert
Field Verification Complete — Earth5R Jalna team verified water access programme claimed by infrastructure company. 73% of claimed beneficiaries confirmed. Community-Verified Impact score updated.
Yesterday
Field Verified
Regulatory Flag — CPCB consent-to-operate renewal denied for one facility of a mid-cap chemicals company in Vapi, Gujarat. Accountability dimension score adjusted. Compliance Record penalty applied.
2 days ago
Regulatory
Trajectory Upgrade — Leading private bank's financed emissions pilot disclosure triggered a Trajectory Index upgrade. One of the first Indian banks to attempt Scope 3 Category 15 quantification.
3 days ago
Score Update
Beyond Scoring — A Pathway to Improvement

Diagnose. Intervene. Verify.

TERRA Score is not a report card. It is the diagnostic layer of a structured improvement pathway. Earth5R operates as both the measurement system and the improvement partner — designing on-ground interventions that address specific TERRA dimension weaknesses, then independently verifying the outcomes through our field network. This dual role — rater and improvement partner — is a deliberate architectural choice. Companies that engage with the improvement pathway receive re-scored TERRA assessments that reflect verified, measurable change.

Phase 1

Diagnose

Full TERRA Scorecard with dimension-by-dimension breakdown, CvR Gap analysis, and sector peer benchmarking. You see exactly where you stand — and where the gaps are.

  • Complete TERRA Scorecard (25–30 pages)
  • CvR Gap claim-by-claim breakdown
  • Sector percentile ranking
  • Priority risk flags and blind spots
Phase 2

Design & Implement

Earth5R works with your sustainability team to design targeted interventions — on-ground CSR programmes, BRSR disclosure improvements, supply chain ESG integration, and community impact initiatives that directly improve specific TERRA dimensions.

  • TERRA-mapped improvement roadmap
  • On-ground programme design (CSR, environment)
  • BRSR disclosure gap remediation
  • Supply chain ESG cascade strategy
  • VDI optimisation — reaching deeper communities
Phase 3

Verify & Re-Score

Earth5R's field network independently verifies the outcomes of implemented programmes. Your TERRA Score is refreshed — showing measurable, community-verified improvement that you can present to investors, regulators, and the board with confidence.

  • Field verification of programme outcomes
  • Updated TERRA Scorecard with trend data
  • Board-ready ESG improvement report
  • Continuous monitoring subscription

The Result: Measurable, Verified ESG Improvement

Most ESG consultants help companies write better reports. Earth5R intervenes at the operational level — designing programmes that improve specific TERRA dimension scores, then independently verifying the outcomes through ISA 530-based field sampling. The improvement shows up in the TERRA Score because the improvement is real. For Big 4 and consulting firms, TERRA provides the diagnostic substrate; Earth5R provides the field execution and verification infrastructure.

150+
Cities for on-ground
programme delivery
10+
Years of field
implementation data
The Signature Metric

The Claim-vs-Reality
Gap™ (CvR)

Every sustainability report tells two stories — the narrative and the numbers. The CvR Gap measures the distance between them using a structured two-pass AI extraction architecture. Pass 1 extracts 42 quantitative data fields into a structured template and computes a Quantitative Reality Score (QRS) based on data density and five quality markers. Pass 2 classifies every narrative claim against a rubric of 120+ pre-coded phrases mapped to five intensity levels. Inter-run agreement: 94% within 1 level. Quantitative extraction accuracy: 97.2%. The system identifies 15 distinct divergence modes — from Inflated Narrative to Certificate Offsetting to Trajectory Masking — each with specific computational triggers.

CvR Formula
CvR = max(0, 1 − QRS / NCS)
QRS = Data Density (42 fields) + Quality Score (5 markers). NCS = Weighted average of per-claim intensity scores (Levels 1-5, rubric of 120+ phrases). When QRS exceeds NCS: CvR = 0 (under-claiming — positive signal).
CvR → 0
Claims match data
No flag
CvR 0.3–0.6
Moderate gap
Disclosure inflation
CvR → 1
Significant gap
High exposure risk
CvR does not use the word "greenwashing." It measures "narrative alignment" — a neutral, factual metric. Companies with high CvR gaps have an opportunity to close them before external scrutiny does it for them.
Case Study CvR Examples
Our renewable energy transition has been transformational this year
DATA: Renewable % moved from 8.2% → 9.1% (+0.9pp). Level 5 language, Level 2 performance.
CvR 0.74 — High Exposure · Mode #1: Inflated Narrative
CO₂ emission intensity is among the best in the world for the BF-BOF route
DATA: 2.22 tCO₂/tcs, PwC-assured, WorldSteel top-quartile confirmed. Level 3 language.
CvR 0.04 — Aligned · Mode #10: Process-Constrained Honesty
Net Carbon Zero by 2035 — ₹75,000 crore green energy investment
DATA: Renewable at 1.1% of total consumption. No Scope 3 reported. Energy consumption rising YoY.
CvR 0.55 — Significant · Mode #1: Capital commitment ≠ operational reality
Zero tolerance for environmental violations across all operations
DATA: 3 MoEF consent-to-operate lapses in period. Level 4 language vs regulatory record.
CvR 0.92 — Critical Flag
Services & Products

Six Ways to Access
Earth5R ESG Intelligence

The same underlying dataset — structured, scored, and packaged for different use cases. From annual database access to one-off company scorecards to a live data API for financial institutions.

India ESG Intelligence Database

Searchable, filterable portal covering 500–1,000 Indian companies. Structured ESG data across 34 indicators, sector benchmarks, TERRA Scores, and trend charts. The Bloomberg ESG terminal for India — at a fraction of the cost.

Company TERRA Scorecard

A detailed 25–30 page report with full computation: 34 indicator scores, 5 dimension breakdowns, sector-specific weight application, CvR walkthrough with per-topic analysis, 13 anti-gaming check results, confidence band computation, peer benchmarking, and BRSR gap identification with improvement pathway. Produced in days, not weeks.

CvR Exposure Monitoring

Weekly digest of CvR Gap flags across your watchlist or sector. AI continuously monitors new reports and regulatory filings, alerting subscribers to material divergences between ESG claims and disclosed data.

India ESG Rankings

Annual public ranking of India's top 500 companies by TERRA Score, released by sector. Companies ranked #1 in their sector display the badge in annual reports. Monetised through sponsorships and inbound scorecard demand.

Sector Deep-Dive Reports

Comprehensive 40–60 page ESG performance reports for specific sectors — Banking, Automotive, FMCG, Pharma, and more. AI-generated analysis from the core dataset, reviewed by Earth5R subject matter experts.

ESG Data API

Structured ESG data delivered as a clean JSON API feed for financial institutions — for green loan underwriting, ESG portfolio scoring, and RBI Climate Risk disclosure requirements. India-specific, community-grounded data.

Who Uses Earth5R ESG Intelligence

Built for Every Role
in India's ESG Ecosystem

Fund Managers & Analysts

  • ESG due diligence on Indian equity portfolios
  • Identify narrative-data misalignment before it becomes a headline
  • SEBI ESG fund compliance reporting
  • Benchmark targets across sector peers

Corporate Sustainability Teams

  • Understand where you stand against sector peers
  • Identify CvR gaps before external scrutiny
  • BRSR and GRI disclosure preparation support
  • Supply chain ESG risk identification

Banks & Financial Institutions

  • RBI Climate Risk framework compliance
  • Green loan underwriting ESG assessment
  • ESG-linked lending portfolio scoring
  • BRSR Core supply chain data for large borrowers

ESG Consultants & Advisors

  • Client ESG gap analysis and benchmarking
  • Sector-level intelligence for advisory mandates
  • Narrative alignment audit for corporate sustainability teams
  • Data-driven BRSR improvement roadmaps
Scoring Architecture: End-to-End Pipeline

Six Stages. Every Step Auditable.
Every Score Reproducible.

Each stage is independently verifiable: data inputs are publicly sourced, extraction accuracy is 97.2%, scoring bands are fixed and documented, anti-gaming triggers are mathematically defined, aggregation weights are sector-specific and published, and confidence bands are computed from assurance quality, verification status, and data history. The AI extraction pipeline uses a large language model operating in a structured two-pass prompt architecture, validated against manually verified data for a 15-company case study across 11 sectors.

42
Raw data fields
extracted per company
97.2%
Quantitative extraction
accuracy (validated)
120+
Pre-coded phrases
in NCS rubric
94%
Inter-run NLP
classification agreement

Six-Stage Auditable Pipeline

From raw data ingestion through anti-gaming detection to confidence-banded final score. Each stage uses publicly verifiable inputs — no indicator requires proprietary company data not available through regulatory filings, assurance statements, or reference datasets (WRI, Census, SBTi, WorldSteel). TERRA Scores are independently auditable.

Google Top 15 AI UNESCO India Case Study Proprietary IP
01
Multi-Source Data Ingestion Engine Automated
Continuous parallel ingestion from 14+ structured data sources — BSE/NSE regulatory filings, BRSR submissions, MCA21 corporate records, MoEF/CPCB environmental compliance databases, NGT orders, GRI disclosures, CDP responses, company IR publications, and SEBI enforcement records. Not just "collection" — automated cross-referencing and conflict detection across sources.
BSE / NSE MCA21 MoEF / CPCB NGT Orders GRI / CDP SEBI Company IR
02
AI-Powered Deep Extraction & NLP Analysis AI Engine
Proprietary AI trained specifically on Indian ESG and BRSR report structures reads each document in two simultaneous passes — extracting 34 quantitative indicators while independently scoring narrative claim strength. This dual-pass architecture is what enables the CvR Gap™ calculation. The NLP models are trained on 10,000+ Indian corporate reports, not generic English sustainability text.
34 Indicator Extraction Dual-Pass Architecture CvR NLP Model Narrative Scoring
03
Indicator Scoring: Piecewise Linear Mapping Proprietary IP
34 indicators scored 0-100 using sector-calibrated bands anchored to physical limits (IEA, WorldSteel), regulatory thresholds (CPCB, SEBI, Section 135), and best-practice benchmarks — not statistical normalisation. A score of 55 on E1 means "top quartile BF-BOF globally but absolute trend adverse" regardless of what other companies scored. Bands are fixed: scores do not shift when new companies are added. A company can be scored in isolation without a reference population.
Absolute Benchmarks Physical Limits Regulatory Thresholds Sector-Calibrated Bands
04
Anti-Gaming Detection & CvR Gap™ Computation Core IP
13 anti-gaming checks with mathematical trigger conditions — discovered from real patterns in Indian company disclosures: dual normalisation divergence, absolute-vs-percentage masking, blanket vulnerability claims, contract worker safety parity, Scope 2 gross/net certificate gaps, parent company halo effects, and more. CvR = max(0, 1 − QRS/NCS). 15 detection modes classified. In our 15-company case study, 73% of companies triggered at least one anti-gaming check. Score deductions are applied before dimension aggregation.
13 Anti-Gaming Checks 15 CvR Detection Modes CvR Gap™ Calculation Score Deductions
05
Community Ground Truth Verification Field Network
The layer no other ESG intelligence provider on Earth can replicate. Earth5R's field teams in 150+ Indian cities independently verify claimed CSR outcomes, community impact, and environmental interventions. A company claiming 12,000 households reached in rural Maharashtra — Earth5R's local network physically confirms or flags the discrepancy. 4.7 million cumulative hours of on-ground fieldwork power this verification layer.
150+ City Network Physical Verification CVI Score Update Photographic Evidence
06
Dimension Aggregation, Calibration & Confidence Bands Always-On
S = 0.20·T + 0.28·E + 0.18·R1 + 0.22·R2 + 0.12·A. z-score calibrated against the full sample. Confidence margin = Base(±10) × (1 − Assurance − Verification − History factors). PwC Reasonable Assurance narrows margin by 3 points. Field verification narrows by 2. Three years of comparable data narrows by 2. A company with full assurance, verification, and history receives ±3 confidence band. One with none receives ±10. The band itself communicates data quality.
Weighted Aggregation z-Score Calibration Confidence Bands Trajectory Direction
Built With
Environmental Scientists Macro-Economists ESG Fund Managers Policy Advisors BRSR Auditors Corporate CFOs Climate Risk Modellers Data Engineers NLP Researchers Sustainability Consultants Community Development Experts Regulatory Compliance Specialists
"

TERRA deliberately integrates four capabilities that existing ESG providers treat as separate services: performance measurement, narrative alignment analysis, anti-gaming detection, and ground-truth verification. In the Global South, where disclosure quality varies widely and verification infrastructure is sparse, separating these domains creates the exact gap that allows low-integrity disclosures to persist. A performance score without narrative alignment check is vulnerable to well-written fiction. A narrative check without field verification cannot distinguish between accurate claims and plausible ones. TERRA's value lies precisely in the integration of these layers into a single, auditable score.

ESG Reality Verification 34 Indicators · 12 Sector Profiles 15 CvR Detection Modes 13 Anti-Gaming Checks
2.4B
Geo-tagged environmental
data points
2.5M
Community members
and beneficiaries
97.2%
AI extraction
accuracy (validated)
150+
Indian cities with
field verification
Why Earth5R

Structural Advantages.
Not Claims — Infrastructure.

TERRA's competitive position is not based on marketing. It is based on infrastructure that requires years to build and cannot be replicated by a data aggregation company starting today. Each advantage compounds over time.

10+
Years of continuous
field data across India
150+
Indian cities with
active ground presence
34
Proprietary ESG
sub-indicators scored
1,000+
Indian companies in
TERRA coverage universe
Corporate Waste Management with Hexaware, Pune Corporate Waste Management · Hexaware, Pune
Earth5R — Google's Top 15 for Sustainability Google's Top 15 for Sustainability
Powai Lake ecosystem restoration by Earth5R Powai Lake Restoration · Verified

On-Ground Field Verification — No Rater Has This

Earth5R operates active environmental and social impact programmes in 150+ Indian cities. When a company claims it provided clean water access to 12,000 households in rural Maharashtra — Earth5R's field network can physically verify whether that is true. This is structurally impossible for any desk-based ESG rater to replicate. It is Earth5R's most irreplaceable advantage.

United Nations Recognised — Institutional Credibility

Earth5R's UN recognition and selection among Google's Top 15 for Sustainability are independently conferred distinctions that no ESG data firm can replicate. When a TERRA Score appears in a board report or an investor presentation, it carries the credibility of an organisation recognised at the highest levels of global sustainability policy. That citation value is not purchasable.

Compounding Data Moat

Every company scored, every report collected, and every field verification conducted deepens a longitudinal ESG database that becomes more powerful with each passing year. The Trajectory Index — which tracks 3-year improvement rates — cannot be replicated by anyone starting today without three years of prior data. This gap widens annually.

India-Native Methodology

TERRA Score is not a global framework translated for India. It is built for India from first principles — district-level water stress mapping, Schedule VII CSR compliance, BRSR and NGRBC alignment, and vulnerability multipliers calibrated to India's specific excluded populations.

Proprietary AI — Recognised by Google, Documented by UNESCO

The CvR Gap™ model is trained on Indian ESG and BRSR reports, regulatory filings, and MoEF enforcement records — not generic English-language sustainability documents. Google selected Earth5R's AI technology among India's Top 15 for Sustainability. UNESCO India has listed Earth5R as a case study under Technology for Impact. This is a compounding AI asset built specifically for the Indian regulatory and disclosure environment, improving with every report it processes.

Regulatory Tailwind — Market Created for Earth5R

BRSR mandatory reporting for India's top 1,000 listed companies, RBI's Climate Risk disclosure framework, SEBI ESG fund categorisation rules, and India's developing Carbon Credit Trading Scheme are all creating structured, recurring demand for the exact data Earth5R produces.

Why This Matters

Better Measurement Creates Better Outcomes — Not Just Better Reports

TERRA Score does not exist to rank companies. It exists to change where resources go. When a company sees that its CvR Gap is 0.55 — that its narrative claims far exceed its quantitative reality — it faces a clear choice: close the gap by moderating language, or close the gap by improving performance. The companies that choose the latter redirect capital, attention, and programmes to where they create measurable impact. That is the theory of change behind every TERRA Scorecard.

Capital Redirected to Real Impact

When a company discovers that its CSR spend is 70% concentrated in Tier-1 cities while its BRSR claims reference "deep rural impact," the Geographic Depth Score makes the gap visible. The response is not to stop reporting — it is to design programmes that actually reach Tier-3 and tribal geographies. TERRA makes the reallocation decision data-driven, not political.

Risk Identified Before It Becomes a Crisis

A CvR Gap of 0.65 is not an abstract score — it is a quantified measure of how exposed a company is to the next investigative journalist, activist investor, or regulatory inquiry that compares claims against data. Companies that see this number early can close the gap on their own terms. Companies that do not see it get it closed for them — publicly, and on someone else's timeline.

The Most Excluded Communities Become Visible

The Vulnerability Depth Index does not just score companies — it reveals which populations Indian corporate CSR is systematically underserving. When VDI data shows that Scheduled Tribes (MPI headcount 50.6%) receive a fraction of the CSR spend that urban lower-middle-class populations receive, it creates a factual basis for reallocation. The multiplier system makes exclusion visible — and therefore actionable.

The Honest Companies Get Recognised

Under existing ESG frameworks, a company that honestly reports rising absolute emissions while operating within genuine physical constraints (like BF-BOF steelmaking at 2.22 tCO₂/tcs — within 23% of the thermodynamic limit) gets the same rating as one deploying "transformational" language for a 0.9 percentage point improvement. TERRA's CvR Mode #10 (Process-Constrained Honesty) explicitly rewards measured communication backed by data. Honesty becomes a competitive advantage.

The structural outcome of TERRA is not a ranking. It is a redirection of corporate attention and capital toward the populations, geographies, and environmental challenges that matter most — informed by data granular enough to distinguish between a check dam that works and one that has silted up, between CSR that reaches tribal Jharkhand and CSR that stays in corporate headquarters' postcodes, between emissions reductions that are real and ones that exist only in revenue-normalised denominators. When companies know exactly where they are weak, the rational response is to get stronger — and that creates real impact on the planet.

Competitive Landscape

TERRA Score vs Incumbent Frameworks

TERRA does not claim to replace MSCI, Sustainalytics, or CRISIL. It measures a different construct. Existing frameworks primarily assess disclosure quality and ESG management systems. TERRA measures outcome-level performance, narrative alignment, and ground-truth verification. In our case study, companies rated "Above Average" by global providers received TERRA scores ranging from 64.8 to 33.0 — because TERRA measures data integrity, not disclosure completeness.

Capability TERRA Score™ — Earth5R MSCI ESG Sustainalytics CRISIL ESG
India-specific methodology ✓ Built for India ✗ ~ Partial ✓
Community ground-truth verification ✓ 150+ city field network ✗ ✗ ✗
Greenwashing detection (CvR Gap™) ✓ AI-powered, proprietary ✗ ✗ ✗
Trajectory / directional scoring ✓ Core dimension ~ Limited ~ Limited ✗
Vulnerability depth index ✓ India-specific multipliers ✗ ✗ ✗
District-level water stress weighting ✓ District-level mapping ~ Country-level ~ Country-level ✗
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