DMRV Platform · Built for Biochar Carbon Removal
A DMRV platform
built on evidence,
not adjectives.
ForestTwin's DMRV platform replaces paper trails and annual audits with continuous, sensor-grade verification — automating Digital Measurement, Reporting and Verification across the full biochar value chain, from feedstock to final storage.
IoT · Live
26 Params · OCR
VVB · Verified
DMRV.LIVE
Q3 · 2025
2,847tCO₂e
Net Carbon Removed · Period to Date
● Isometric Sync · OK
100%
26params
Biochar lab parameters auto-extracted via OCR
5zones
Tracked across the biochar carbon chain of custody
<0.7
H:Corg stability threshold for Isometric compliance
3registries
Isometric, Verra and Puro.earth integration ready
01 — What is a DMRV Platform
The end of "trust me, I measured it."
A DMRV platform — Digital Measurement, Reporting and Verification — is the operational system that turns carbon project activity into registry-grade evidence. ForestTwin's DMRV platform automates data capture through IoT sensors, satellite imagery, OCR-extracted lab certificates, registry APIs, and algorithmic anomaly detection.
The result: monthly issuance backed by tamper-evident records, not annual paperwork. Purpose-built for biochar carbon removal under Isometric's most rigorous protocol.
The Trust Gap
"More than 90% of rainforest carbon offsets certified by one of the world's largest certifiers did not represent real, verifiable carbon reductions."
— 2023 Investigation · The Guardian / Die Zeit
Carbon credits are only as trustworthy as the process used to verify them. Traditional MRV relied on field inspections, paper records, and periodic audits — slow, expensive, and prone to manipulation.
In some categories, fewer than 16% of issued credits corresponded to real emission reductions. The market is rebuilding on a new foundation: tamper-evident data, immutable timestamps, and algorithmic verification.
That foundation is a modern DMRV platform — and ForestTwin is built natively for it.
02 — Traditional vs Digital
Eight axes where the DMRV platform redefines verification.
Dimension
Traditional MRV
DMRV Platform
Data collection
Manual field surveys; periodic and expensive
Automated via IoT, APIs, OCR — continuous
Frequency
Annual or bi-annual reports
Daily, weekly, monthly — or real-time
Verification speed
6–18 months per cycle
Weeks; monthly issuance possible
Cost
High — field teams, travel, admin
Lower per-credit cost at scale
Error risk
Human bias, transcription errors
Algorithmic validation, anomaly detection
Transparency
PDF reports shared on request
Live registry with public data trails
Scalability
Bottleneck on human capacity
Scales with data infrastructure
Fraud resistance
Hard to audit retroactively
Immutable timestamps & audit logs
03 — The Cycle
Seven steps from raw data to issued credit.
Every DMRV platform follows the same fundamental cycle. ForestTwin instruments each step end-to-end.
01
Step 01
Collect
Sensors, GPS logs, lab samples, telemetry — captured at the source.
02
Step 02
Ingest
APIs, IoT pushes, manual forms, OCR uploads — every record ID-stamped.
03
Step 03
Validate
Range checks, required-field rules, cross-parameter logic. Anomalies flagged.
04
Step 04
Aggregate
Methodology formula applied. Net CO₂e calculated for the period.
05
Step 05
Report
Registry-compliant monitoring report generated automatically.
06
Step 06
Verify
Accredited VVB audits the data inside the platform. Compliance confirmed.
07
Step 07
Issue
Registry issues credits with unique serials. Public, traceable, listed.
04 — Platform Capabilities
Six modules. One source of truth.
The ForestTwin DMRV platform is the operational layer between producers and registries — engineered for monthly issuance under Isometric's biochar protocol.
Parameter Registry
A configurable catalog of every monitored data point — units, validation rules, methodology mapping, LCA flags. Default Isometric biochar set populates 26 required parameters automatically.
Unified Ingestion
IoT webhooks, Isometric API pulls, NimbusPost transport, manual forms, lab-PDF OCR, CSV bulk import — every source flows through one validation pipeline with full provenance.
Operations Dashboard
Live transport tracker, production-rate charts, inventory by batch, per-parameter completeness meters with green/amber/red status, and an assignable anomaly log.
Auto-Generated Reports
Registry-formatted PDFs and machine-readable JSON. Aggregated parameters, calculated CO₂e, anomaly resolution log, version-controlled — submitted via API or ZIP-bundle upload.
Anomaly Detection
Algorithmic checks flag deviations before they reach the verifier. Yield outliers, missing-data deadlines, IoT offline alarms, registry sync failures, OCR-confidence reviews.
Registry Sync
Synchronous API integration with Isometric Certify for real-time field updates. Non-sync queue for document-heavy submissions. Webhook callbacks for verification and issuance events.
05 — Biochar Carbon Removal
Five zones. One unbroken
chain of custody.
Biochar is the most data-intensive carbon removal pathway to verify. The ForestTwin DMRV platform tracks every zone end-to-end — from pine needle collection through to soil incorporation or storage.
01
Zone 01
Feedstock
Collection
Collection
Pine needles, ag residue, woody biomass. GPS origin within project boundary, weight, moisture, batch QR scan — cross-checked against vehicle load data.
02
Zone 02
Pyrolysis
Production
Production
Temperature from machinery API, biochar dry weight, kWh/tonne energy, direct emissions. Yield ratio anomalies flagged automatically.
03
Zone 03
Quality
Analysis
Analysis
H:Corg ratio <0.7, ash, fixed carbon, volatile matter, pH, surface area, and 22 heavy metals — all OCR-extracted from accredited lab certificates.
04
Zone 04
Transport
Logistics
Logistics
AWB, vehicle ID, GPS route, distance, mode, fuel — auto-fetched from NimbusPost. Pickup/delivery RFID handoffs confirm chain of custody.
05
Zone 05
Application
& Storage
& Storage
GPS plot, tonnes applied, method, soil type, storage container — all feeding the permanence calculation and Isometric storage protocol.
06 — Module Detail
Inside the DMRV stack.
4.1
Data source configuration
Project-level selector for IoT, Manual, or Hybrid mode, with per-parameter overrides. Configurable IoT device registration (MQTT or REST webhook), a manual form builder with input types and validation rules, and a hybrid-confirmation workflow with named approvers.
4.2
Parameter registry
Add, edit, or deactivate every monitored data point. Each parameter carries a code, unit, source type, frequency, validation rules, methodology mapping, and an LCA-input flag. Isometric's biochar default set populates 26 fields automatically on project creation.
4.3
Data record ingestion
A six-stage pipeline — receive, identify, normalize, validate, flag-or-accept, store — handling IoT pushes, API pulls, manual forms, OCR extractions, and CSV bulk imports through one consistent path with full provenance metadata.
4.4
Monitoring dashboard
Project overview grid, live transport tracker on map view, production-rate time series, inventory by batch, per-parameter completeness meters, anomaly log assignable to ops members, and full historical drill-down by producer, batch, or shipment.
4.5
Report generation
Auto-generated at the end of each monitoring period. Aggregated parameter data, calculated CO₂e using the methodology formula, anomaly resolution log, and supporting documents — exported as registry-formatted PDF and machine-readable JSON, with full version control.
4.6
Auto-alerts & escalation
Six alert types: missing data, range breach, IoT offline, registry sync failure, low OCR confidence, and reporting-period closing reminders. Configurable channels (email, in-app, SMS/WhatsApp), escalation chains, and suppression windows for planned maintenance.
07 — External Integrations
Built to plug into the carbon stack.
Each integration is fault-tolerant with retry logic, error logging, and graceful fallback to non-sync mode when external services are unavailable.
Primary registry
Isometric Certify
Project registration, data submission, credit status sync, webhook callbacks. Powers the monthly issuance workflow end-to-end.
Secondary registry
Verra Project Hub
Project records, PDD submission, monitoring report upload — with DMRV-pilot eligibility for high-frequency issuance.
Marketplace
Puro.earth
Data submission and credit tracking for biochar projects listed on the Puro.earth marketplace.
Logistics
NimbusPost
AWB, GPS route, pickup/delivery timestamps, distance — cross-validated against producer-provided transport data.
Document AI
AWS Textract
Lab-certificate OCR extracting all 26 biochar parameters with per-value confidence scores routed for ops review when below threshold.
Telemetry
AWS IoT Core
Pyrolysis sensors, weight scales, GPS trackers — device authentication, message routing, offline buffering at the edge.
Notifications
SendGrid · FCM
Email, in-app, and push delivery for the alert system and workflow triggers, with channel preferences per user.
Storage
S3 · Time-series
Document storage, immutable record archive, and high-volume time-series retention for audit-grade replay.
08 — Implementation
Five phases. Thirteen weeks to live.
No phase begins without sign-off on the preceding one. Architecture, integrations, and dashboard are layered in deliberate sequence.
01
Weeks 1–3
Foundation
DB schema, parameter registry CRUD, manual entry forms, base validation rules.
02
Weeks 4–6
Ingestion
File upload, OCR integration, CSV import, anomaly engine, alert system.
03
Weeks 7–10
Integrations
Isometric API, NimbusPost, IoT gateway stub, sync / non-sync modes.
04
Weeks 11–12
Reporting
Report generation engine, ops monitoring dashboard, PDF export.
05
Week 13+
Public Layer
Public credit feed, registry submission automation, full audit log.
09 — Frequently Asked
Questions we keep getting.
A DMRV platform — Digital Measurement, Reporting and Verification — is the technology system that automates carbon project data collection and verification. It replaces manual MRV with IoT sensors, satellite imagery, OCR for lab certificates, registry APIs, and algorithmic anomaly detection. ForestTwin's DMRV platform is purpose-built for biochar carbon removal under the Isometric Biochar Production and Storage Protocol.
Traditional MRV relies on manual field surveys with annual or bi-annual reports, taking 6 to 18 months per verification cycle. A DMRV platform uses continuous automated data collection through IoT, OCR, and APIs — enabling weekly or monthly issuance with algorithmic validation, lower per-credit cost, and immutable audit trails.
ForestTwin integrates with Isometric Certify as the primary registry, with planned support for Verra Project Hub and Puro.earth. Isometric is the source of truth for verified data; ForestTwin enriches and presents it through a unified producer and operations dashboard.
Lab certificates are uploaded as PDFs and processed by AWS Textract OCR, which automatically extracts all 26 Isometric-required parameters — including the H:Corg ratio, ash content, fixed carbon, and the 22-heavy-metal scan. Each value carries a confidence score; values below threshold are routed to operations for manual review before ingestion.
ForestTwin operates under Isometric's Biochar Production and Storage Protocol — widely regarded as the most rigorous biochar standard on the market. The protocol requires a complete LCA, the Biomass Feedstock Accounting Module, direct pyrolysis emission data, and biochar stability testing including H:Corg <0.7. Monthly issuance is enabled when all data fields are complete and verified.
The DMRV platform is delivered in five phases across approximately 13 weeks: foundation (weeks 1–3), ingestion and OCR (weeks 4–6), external integrations (weeks 7–10), reporting and dashboards (weeks 11–12), and the public credit layer with full audit log (week 13+).
Build credits that hold up
under audit.
See how ForestTwin's DMRV platform turns raw producer activity into registry-grade evidence — and gets you to monthly issuance.