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CarbonAI Engineering 6 July 2026 · Update

Engineering Update

A regular look at what the CarbonAI engineering team is building, shipping, and improving.

Open Bugs
3
Triaged & prioritised
Service Desk Tickets
7
Open tickets
Sprint
43/86
Tickets closed
⚠️
Blockers

No blockers this week.

🚀
Sprint Progress

The sprint is at the halfway mark, and the bulk of it has been the Project Ratings experience shipping into the product alongside a step-change in how the platform retrieves and reasons over project data. Testing is now underway on a new integration layer and the redesigned landing page. Highlights:

Project Ratings — Comparisons & Overview pages
The Comparisons and Project Overview pages are delivered (frontend and backend), giving the ratings dashboard a faster, more responsive experience.
Project RAG index & smarter retrieval
The project RAG index is fully live, and the researcher now filters retrieval intelligently on its own — removing the separate metadata-retriever step and improving how accurately the platform surfaces project information.
Standards ingestion — SBTi & IFRS
Automated scraping workflows for the SBTi and IFRS standards sites are ready and now scheduled to refresh on a monthly basis, keeping our reference data current with no manual effort.
Market Data Performance
Optimisations to the Market Data database have allowed us to cut the cumpute in half. Saving a large monthly bill.
Storage clean-up
Tidied up unused storage to keep the platform lean and cost-efficient.
MCP integration
The MCP server is running with the authorization flow complete in our development environment, and is now going through testing ahead of wider rollout.
CarbonAI landing page — final version
Frontend build is progressing through manual QA ahead of release.
Country Supply Chain Risk
A new country-level supply-chain risk view for CarbonAI, in active development across frontend and backend.
SQL Agent evaluation framework
Building out an evaluation framework for our SQL agents, extending coverage to ESG and pricing data.
Project Ratings optimisation — continued
Ongoing tuning of the ratings pipeline for speed and quality, carried across sprints.
Sub-page design — Solution & About Us
UI/UX design work on the Solution and About Us pages, feeding the next wave of site build.
Carbon Insights redesign
Early redesign work on the Carbon Insights experience, running in the background alongside the migration.
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Bugs

We keep the open bug count low and every item triaged. There are currently 3 open bugs — one higher-priority display issue on a project view, and two data-quality refinements — all prioritised and queued for the team. We focus on getting fixes validated and shipped quickly.

🎫
Service Desk

There are 7 open Service Desk tickets, mostly market-data requests — ticker setup, pricing-date alignment, and data-connection follow-ups. One higher-priority item covers performance and efficiency improvements to the market-data services, and the remainder are routine requests and small fixes being worked through steadily.