ESG Data Management Platform Development

ESG data management is a data engineering problem first

Sustainability reporting looks like a compliance problem from the outside. From the inside, it's a data engineering problem: inconsistent sources, variable formats, manual collection, no validation layer, and no audit trail. The compliance requirement is simply what makes the data engineering problem impossible to ignore any longer. A purpose-built ESG data management platform handles collection, validation, centralization, and audit trail in a way that scales with the reporting obligation, and gives the data quality that external assurance providers require.

  • Centralized ESG data collection across facilities, suppliers, and business units

  • Automated data validation and anomaly detection before reporting

  • Audit trail for every data point: source, date collected, who approved

  • Integration with ERP, energy management systems, and supplier portals

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See our work

The problem

Sound familiar?

  • ESG data sitting in spreadsheets across business units, with no way to consolidate it for a board report without a weeks-long manual exercise?

  • Supplier sustainability data arriving in inconsistent formats, some via PDF, some via email, some via forms, with no automated ingestion or validation?

Short answer

RaftLabs builds custom ESG data management platforms for sustainability teams and CFOs. The platform centralizes data collection from facilities and suppliers, automates validation, and produces audit-ready reporting with full data lineage so every figure can be traced to its source. That's what external assurance providers require. Most ESG data management projects deliver in 10 to 16 weeks at a fixed cost.

Key takeaways

  • Validation runs on three dimensions, completeness, plausibility, and cross-metric consistency, catching material errors at source before the collection window closes.
  • Every data point stores its full provenance (source, emission factor version, transformation steps, approver) in an immutable append-only log that supports GHG Protocol restatement requirements.
  • IoT sensor integration via Modbus/BACnet captures sub-monthly energy granularity for Scope 1 and 2 calculations that go beyond annual utility bill aggregation.
  • A single-scope platform typically runs 10-14 weeks; a full system with supplier portals, multi-scope coverage, and assurance-ready audit trails runs 14-22 weeks.

Trusted by

Vodafone logo
Aldi logo
Nike logo
Microsoft logo
Heineken logo
Cisco logo
Calorgas logo
Energia Rewards logo

ESG data management delivery, by the numbers

software products shipped
100+
cost delivery
Fixed
week delivery cycles
10-14

ESG data management is a data engineering problem first

A purpose-built platform handles collection, validation, centralization, and audit trail in a way that scales with the reporting obligation, and gives the data quality that external assurance providers require.

Capabilities

What we build

  • 01
    Data collection and ingestion

    Multi-channel ingestion (portals, API, file upload, OCR, IoT) with source-attributed, timestamped raw values preserved.

    Built with
    AWS Textract · Modbus/BACnet
  • 02
    Data validation and quality

    Completeness, plausibility, and cross-metric consistency checks returning specific field-level errors to the submitter.

  • 03
    Centralized data repository

    Scope 1/2/3 data organized by facility, entity, and period with version-controlled emission factor libraries.

    Built with
    EPA eGRID · DEFRA
  • 04
    Audit trail and data lineage

    Immutable append-only logs tracing every published figure back to its source record and approving user.

    Built with
    XBRL/iXBRL
  • 05
    Reporting and disclosure output

    Framework-mapped exports generated from live data, with scoped read-only assurance provider access.

    Built with
    GRI · SASB · TCFD · CDP
  • 06
    Integration with existing systems

    Bidirectional ERP and energy management system integration feeding activity data without manual export.

    Built with
    SAP · Oracle · EcoStruxure

How we work

From scope to live ESG data platform

  1. Week 1
    01

    Framework and data source scoping

    We map your reporting frameworks, data sources, and where the current process breaks down. You leave week 1 with a written scope document and a fixed-price quote.

  2. Weeks 2-5
    02

    Validation and lineage design

    Validation rules, emission factor versioning, and audit trail architecture designed against your assurance requirements.

  3. Weeks 6-14
    03

    Build and integrate

    Collection, validation, and the central repository built in parallel, tested against real facility and supplier data.

  4. Final 2-3 weeks
    04

    Launch and team training

    Sustainability teams and data owners trained on the new workflow before full rollout.

Why us

Why sustainability teams choose RaftLabs

  • 01
    Senior engineers build what they scope

    The engineers who assess your data sources also build the solution. No bait-and-switch, no offshore handoff after the contract is signed.

  • 02
    Fixed price before development starts

    We scope the work, calculate the cost, and lock it in writing before any development starts.

  • 03
    9 years and 100+ products shipped

    Clients include Vodafone, T-Mobile, Aldi, Nike, Cisco, and Lockheed Martin. Track record building compliance and data platforms.

  • 04
    We'll tell you honestly if a commercial platform fits better

    Custom is recommended only when your data sources or reporting mix genuinely require it.

  • 05
    Built for assurance from day one

    Audit trail and data lineage requirements are designed in, not retrofitted before an audit.

Have an ESG data project?

Tell us your reporting frameworks, data sources, and where the current process breaks down. We'll scope the platform and give you a fixed cost.

Talk about your ESG data project

Related services

ESG Data Management Platform, scoped in one call.

Tell us what's broken. Within one business day you get a straight take on cost, timeline, and the right first step. No deck, no pressure.

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Frequently asked questions

Commercial platforms handle standard GHG accounting well when your data sources and organizational structure fit their configuration model. Custom makes sense when your data sources involve non-standard ingestion (IoT sensors, proprietary systems), your consolidation hierarchy doesn't match platform assumptions, or your reporting spans multiple frameworks in combinations that commercial tools handle via expensive add-ons.

A structured supplier portal is the primary channel, with a parser mapping Excel/CSV column variations to the standard schema, and OCR extraction for PDF attachments. Failed submissions return specific field-level feedback so the supplier corrects and resubmits without back-and-forth.

A platform covering data collection, validation, and reporting for a single reporting scope typically takes 10 to 14 weeks. A more complete system with supplier portals, multi-scope coverage, and assurance-ready audit trail typically takes 14 to 22 weeks.

Yes. ERP integration (SAP, Oracle, Microsoft Dynamics) is standard where financial and operational data feeds emissions calculations. Energy management system integration (Schneider Electric EcoStruxure, Siemens, Johnson Controls) handles facility-level consumption data.

Work with us

Tell us what you need. We'll tell you what it would take.

We scope ESG Data Management Platform in 30 minutes. You walk away with a clear cost, timeline, and approach. No commitment required.

  • Scope and cost agreed before work starts. No surprises. No obligation.
  • Working prototype within 3 weeks of kickoff.
  • Pay by milestone. You see progress before each invoice.
  • 60-day post-launch warranty. Bug fixes, UI tweaks, and deployment support. No retainer.
  • All conversations are NDA-protected.

Go deeper

Browse our case studies

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