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AI REPORTING

Generate Framework Aligned Reports with AI Precision

Stop spending weeks compiling sustainability reports manually. AI Reporting produces GRI, CSRD, ESG, and ISO 20121 compliant documents from your live data. Every number is traceable, every section is framework perfect, and every report is ready for auditors, sponsors, and regulators.

GRI & CSRD AlignedISO 20121 ReadyAudit Trail Built In
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Two types of reporting

Same platform. Two fundamentally different engines.

Most sustainability platforms treat every report the same way. We don’t. Compliance and ad-hoc requests are entirely different problems, so we built two separate engines to handle them.

Engine 1

Deterministic reporting

For compliance

CSRD, GHG Protocol, GRI, SBTi, ISO 20121, league mandates. These frameworks have fixed structures, required fields, and exact calculation methodologies. The output should be the same whether you generate it today or next week.

Our deterministic engine follows rules-based logic, not probabilistic AI. Every number maps directly to your verified data. Nothing is inferred, nothing is generated, nothing is approximated. The report meets the exact specification of the framework, every time.

Zero hallucinationFully auditableRules-based logicFramework-exact

Engine 2

Generative reporting

For everything else

A sponsor wants a two-page summary of their green impact. A municipality asks for a custom format covering waste, water, and transport. An investor requests a Scope 3 breakdown they’ve never asked for before. These requests are different every time, often vague, and always urgent.

Our generative engine uses AI to parse your “Digital Twin” data and produce exactly what was requested. It may ask a few clarifying questions, then assembles a complete, formatted report. What used to take days or weeks is done in minutes.

Any formatPlain-language requestsMinutes not weeksSource-attributed

What our innovation partners told us

Compliance was the easy part

When we spoke to innovation partners, we expected compliance reporting to be their biggest pain point. It wasn’t. Standards like CSRD and GHG Protocol are complex, but they’re predictable. You know what’s required, and the format doesn’t change.

The real time drain was the other 80%: fragmented, ad-hoc requests that arrive from every direction. A sponsor emails on Friday asking for “something to show at our board meeting next week.” A city council wants a post-event impact report in a format they invented. An investor asks for a Scope 3 breakdown by supplier category that nobody’s ever prepared before.

Each of these used to mean days of manual work: pulling data from different sources, formatting it by hand, having someone review it, sending it back for revisions. Our innovation partners told us this was where they needed help most.

Before

Days to weeks

Average time to produce a custom stakeholder report. Data pulled manually, formatted by hand, reviewed, revised.

After

Minutes to hours

Same report, generated from your “Digital Twin” data. Every figure sourced and traceable. Ready to send.

Any framework

Unlimited

CSRD, GRI, GHG Protocol, SBTi, ISO 20121, league mandates, and any custom format a stakeholder can ask for.

Why both engines need the “Digital Twin”

Standardised data is what makes this possible

Both engines pull from the same “Digital Twin.” Because all your data is structured and standardised in one model, the deterministic engine can map it to exact framework specifications, and the generative engine can parse it to answer any question in any format. Without that single source of truth, neither engine would work.

Who benefits

Every stakeholder gets exactly what they asked for

Regulators and auditors

Deterministic reports that meet exact framework specifications. Every number traceable to source data. No AI interpretation, no variability, no room for doubt.

Sponsors and investors

Custom reports generated in minutes from a plain-language request. Two-page impact summaries, Scope 3 breakdowns, season comparisons. Whatever they ask for, in the format they need.

Sustainability teams

No more spending days reformatting the same data for different audiences. One “Digital Twin,” two engines, and every report request handled from the same verified source.

See both engines in action

Book a demo and we will generate a compliance report and a custom stakeholder report from your data, live.

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Every feature is part of one integrated platform. Explore what else 50X Impact can do for your organisation.