regulatory_reporting · saas · workflow
Gardenia Technologies helps customers create ESG disclosure reports 75% faster using agentic generative AI on Amazon Bedrock
ESG reporting has become a significant operational burden: 55% of sustainability leaders cite excessive administrative work in report preparation, and 70% indicate that reporting demands inhibit their ability to execute strategic initiatives. Organizations must collect thousands of data points from multiple sources across multiple evolving disclosure frameworks, and much of the work is highly manual, leaving sustainability teams spending more time managing data collection than developing impactful strategies.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Agent setup and access configuration
The Report GenAI agent is configured and authorized to access an ESG and emissions database, client document stores, and document searches over the public internet.
Tools used
Amazon BedrockReport GenAIClaude Sonnet 3.5Haiku 3.5LangChainAWS LambdaAmazon ECSAmazon CognitoAmazon Step FunctionsAmazon TextractFaissStreamlitRAGtext-to-SQLPydanticDynamo DBAmazon Titan Text EmbeddingsLance DBAmazon NovaReAct
Outcome
Omni Helicopters International cut their CDP reporting time by 75%, completing their 2024 CDP submission in one week instead of the one month it had previously required.
Results
Time saved75%
Volume55%
Grounding & classification
Source type: platform led case
51 fields verified against source quotes, 2 dropped as unverifiable.
agentic workflowai agentdata extractiondocument aiknowledge searchragemailknowledge basepolicy documenthuman review describedmetric backednamed customerproduction runtime claimedsource backedtools describedvendor confirmedworkflow describedsoftwarecycle time reductionemployee productivitytime savedplatform led casecompliance monitoringregulatory reportingagentic task executionai draft human approvaldocument to record