Context
The organisation is a large enterprise and a full CDP respondent, coordinating sustainability, legal, risk, finance and multiple data owners across multiple business units.
As you’ll be aware, CDP is not just another reporting task. It’s externally visible, scored, and increasingly referenced by investors and regulators. Choices of words matter, consistency is essential, and small shifts in framing can change how a response is interpreted.
Each year, the team rebuilt the submission under the usual time pressure while attempting to stay aligned with their strict governance standards. Legal scrutiny could not be rushed and risk exposure could not be ignored. The objective was not simply submission, but defensible submission.
The organisation knew its climate data, policies and governance processes well, but the difficulty was assembling them into a defensible submission under time pressure and reconstructing that knowledge into a coherent, consistent draft every single year.
Pre-Implementation Workflow
Each submission cycle started by digging out some variant of ‘excelworkbook_CPD_V4’. It wasn’t unusual to find multiple ‘_V4’ files saved under slightly different names, meaning that establishing which one had actually been submitted was the first hurdle to overcome.
“Each submission cycle started by digging out some variant of ‘excelworkbook_CPD_V4’.”
Supporting policies were stored across dispersed shared drives. Some had been updated quietly during the year, while others had not changed but still required confirmation that they remained current. Emissions data sat with different data owners across the business. Before anything could be disclosed, those numbers also had to be validated and reconciled.
The first draft was rebuilt manually. Last year’s input was copied forward and adjusted to reflect revised CDP specifications and metrics. Governance themes from board oversight to climate risk integration to scenario planning appeared across various sections. Different contributors drafted in parallel, often drawing on similar source material, meaning that while the underlying process was aligned the terminology often varied.
“Different contributors drafted in parallel, often drawing on similar source material, meaning that while the underlying process was aligned the terminology often varied.”
Before Legal could begin a meaningful review, someone had to align the accumulated variations of inputs. This wasn’t because it was wrong, but because the inconsistency created interpretation, and therefore risk.
Review moved through tracked Word documents and long email chains. Legal reviewed wording with the assumption that any statement could later be quoted out of context by an investor or regulator.
Risk considered how disclosures might read under investor or regulatory scrutiny, whilst Sustainability had to balance transparent disclosure with an awareness of how responses would be scored, knowing that small wording choices can influence CDP scoring outcomes.
At regular points, fingers were pointed and questions were raised: ”is this the latest version?” became a common refrain. In that moment confidence dipped, which meant that progress slowed and re-checks multiplied.
Furthermore, submission brought administration pressure. Approved wording was transferred into the CDP portal field by field which meant that character limits occasionally required last minute trimming and the reopening of questions that had already cleared review.
Whilst the process was disciplined, challenges arose due to how manual it was.
Identified Bottlenecks
When the cycle was reviewed in detail, three constraints stood out.
First Draft Assembly
Much of the time was spent reconstructing prior disclosures, re-checking language that had already cleared review the previous year, and ensuring it all still aligned with updated CDP wording. Retrieval, reshaping and alignment work consumed effort before substantive review could begin.
Narrative Consistency
Parallel drafting across governance themes created subtle inconsistencies. Aligning those sections required more reconciliation before Legal and Risk would sign off.
End-Stage Compression
Manual portal entry concentrated operational pressure into the final submission window, increasing the stakes of minor formatting or character-limit issues.
An internal review established that if first-draft assembly could be managed more systematically, the entire review cycle would become less reactive.
EA Implementation
EA, an AI agentic workflow platform was introduced to improve and compress draft assembly without losing governance oversight.
Previous CDP submissions and supporting policies were pulled into a single controlled workspace rather than being dispersed across a multitude of shared drives. The aim was simple: remove the rolling debate about which file was current and which policy version had actually been approved.
From that material, a baseline draft aligned to the current CDP questionnaire was produced in one document. Contributors were no longer stitching together fragments from separate files. Instead, they were reviewing a complete draft from the outset. Existing review and sign-off behaviour did not need to change. The difference was that the draft reached that stage in a stable form.
Legal and Risk were not asked to change how they approach the review process. They still assessed defensibility and exposure in exactly the same way. The difference was that they were working from a stable document earlier in the cycle, rather than correcting inconsistencies created during assembly.
Approval authority and final sign-off remained entirely internal, and submission processes remained under the organisation’s control.
Results
In the first full cycle following EA implementation, first-draft preparation time was reduced by approximately 100 hours across a 1,000-question submission.
The reduction had visible operational impact:
- A complete draft was circulating weeks earlier than in previous cycles
- Legal and risk were reviewing a single document, not reconciling wording across multiple versions. The recurring uncertainty about version status was materially reduced
- Governance sections did not require late alignment before sign-off
- Portal entry created fewer late-stage re-openings of previously approved sections

The most noticeable change was the energy within the team.
The submission window felt more controlled and less compressed. Contributors had greater confidence that they were working within a stable draft environment, and review meetings focused on substance rather than structure.
In short, the CDP process did not become simpler. It became more deliberate.
The time EA saved did not shorten review. Instead, it created additional review runway. Legal and risk had more time to challenge wording where it mattered, rather than spending time resolving inconsistencies.
Internal governance thresholds did not change. The difference was that pressure moved away from assembly and toward judgement.
See How EA Could Shorten Your CDP Cycle
If this workflow pattern feels familiar, the next step is to examine how EA structured draft compression could operate inside your own CDP cycle.
