For Corporate Reporting & ESG
AI for Corporate Reporting & ESG
Who it is for
- Asset managers
- Investment banks
- Equity research
- ESG raters
- Sustainability consultants
- Listed corporates
Annual reports, ESG, and benchmarking intelligence
Problem and approach
Where corporate teams lose time today
- Manually reading annual reports for key metrics across hundreds of issuers
- ESG disclosure comparison across peers is a spreadsheet nightmare
- Year-over-year changes in management commentary go undetected
- Peer benchmarking takes weeks of analyst time per cycle
- IFRS S1/S2 implementation requires evidence-based gap analysis
What DataStruct does
- KPI extraction (revenue, governance, ESG metrics) with confidence scores
- Peer group benchmarking with side-by-side comparison
- Cross-year search across management discussion, with source links
- Configurable rule packs that flag missing required disclosures
- Evidence-linked exports (CSV / XLSX / JSON) for review
Use cases
Corporate use cases
Annual Report Benchmarking
Equity analysts manually read 30+ annual reports per cycle to extract KPIs.
Automated KPI extraction with peer group comparison.
ESG Disclosure Benchmarking
Comparing ESG disclosures across peers is labour-intensive.
Evidence-backed extraction of disclosed figures with side-by-side peer-group comparison.
Disclosure Gap Analysis
Checking a report for the disclosures a standard expects is slow and manual.
Configurable rule packs flag missing required disclosures, with evidence-backed extraction of what is present.
Claim and evidence checks
A report's stated claims are not always backed by a figure or passage a reviewer can point to.
Ask for the evidence behind a stated claim and get the source passage, or a plain statement that none was found, for a reviewer to judge.
Read the use case
Documents and questions
What corporate teams bring, and ask
Documents it reads
- Annual Reports
- Sustainability Reports
- Proxy Statements
- Earnings Releases
- Regulatory Filings
- Investor Presentations
Questions you can ask
- “What are the key ESG commitments in this report?”
- “Compare revenue growth across the peer group”
- “What governance structures are disclosed?”
- “Identify quantified sustainability targets”
- “What climate risks are disclosed under IFRS S2?”
How findings read
The same evidence model in every sector
Answers cite the sources they rely on. Records DataStruct could not confirm are shown separately for a reviewer to check, related material is kept apart from evidence, and a finding with no support says so. Access is controlled by workspace roles, and sensitive actions are audit logged.