Turn ESG source documents into climate-ready evidence
RICO by Fairlyst helps companies convert sustainability documents, utility bills, invoices, supplier records, and operational data into structured ESG datasets, emissions calculations, reviewer-approved records, and audit-friendly evidence packs.
One evidence engine.
Built for regenerative climate outcomes.
RICO by Fairlyst helps reporting teams move from scattered files and spreadsheet handoffs to source-linked ESG data, documented calculations, human review, and exportable evidence packs.
AI-assisted ESG extraction
Upload reports, utility bills, invoices, fuel records, supplier documents, and operational files. RICO identifies ESG and emissions-related fields, prepares structured records, and keeps source references attached for review.
Emissions and ESG calculation support
Replace fragile spreadsheet handoffs with documented calculation records. Inputs, units, formulas, factor references, calculation dates, reviewers, and output values can be preserved together.
Source-linked review history
Every reviewed field can be connected to source evidence, reviewer action, timestamp, comments, and change history. The goal is traceable data that teams can inspect, explain, and defend.
Framework and market workflows
Prepare structured ESG evidence for recognized frameworks and selected jurisdiction-specific workflows. The same source data can support multiple reporting needs where applicable.
See RICO by Fairlyst in action
Watch how RICO turns ESG source material into extractable fields, reviewable records, calculation support, and evidence outputs.
From raw document
to reviewable evidence
RICO by Fairlyst is designed around the controls serious reporting teams need: source evidence, structured extraction, calculation records, human review, and exportable outputs.
Global framework logic.
Local reporting flexibility.
RICO by Fairlyst is built around the parts every serious workflow needs: source evidence, reliable extraction, documented calculations, human review, and exportable records.
Reusable ESG evidence model
Source documents, extracted fields, reviewer approvals, calculation records, and evidence packs can be reused across reporting needs.
Recognized reporting workflows
Support workflows referencing GHG Protocol, IFRS S1/S2, GRI, SASB, TCFD-informed reporting, and ESRS/CSRD evidence preparation.
Configurable market requirements
Configure outputs for jurisdiction-specific requirements, investor questionnaires, lender requests, supplier due diligence, and voluntary ESG reporting.
Designed for traceability,
not black-box reporting.
RICO by Fairlyst helps teams prepare ESG and climate-reporting data with stronger traceability, clearer review controls, and better source evidence. It supports professional workflows; it does not replace professional judgment.
What RICO helps teams do
- Extract ESG and emissions-related fields from source documents.
- Link values to source documents, field context, timestamps, and reviewers.
- Apply documented calculation logic and preserve calculation records.
- Identify missing, inconsistent, or low-confidence fields for review.
- Generate datasets and evidence packs for reporting preparation.
What RICO does not claim to do
- It does not guarantee regulatory acceptance of any filing.
- It does not replace legal, accounting, audit, assurance, or ESG advisory services.
- It does not certify the accuracy of source documents provided by a client.
- It does not remove the need for human review before formal reporting.
- It does not claim universal compliance across every jurisdiction.
Clear controls for
sensitive ESG data.
RICO by Fairlyst handles sustainability, operational, supplier, utility, and emissions-related data. Enterprise buyers should have a clear view of hosting, access control, retention, AI processing, subprocessors, and deletion workflows.
Controlled user workflows
Role-based workflows can separate uploaders, reviewers, approvers, and administrators.
Transparent AI processing
Fairlyst should disclose applicable AI providers, subprocessors, data categories, processing purposes, and model-training terms.
Retention and deletion clarity
Production deployments should define data residency, retention, backup practices, deletion, incident notification, and export rights.
Built by practitioners
Enterprise IT professional and software architect with experience in systems integration, API development, and SaaS platform design. Ricardo founded Fairlyst to bridge ESG reporting expectations with traceable, reviewable software infrastructure.
Common questions
Prepare ESG data for
regenerative climate outcomes.
Use RICO by Fairlyst to turn source documents into structured ESG records, emissions calculation support, human-reviewed outputs, and audit-friendly evidence packs.