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CarbonAI Engineering 24 August 2026 · Update

Engineering Update

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

Open Bugs
4
Triaged
Service Desk Tickets
9
Open tickets
Sprint
71
Tickets in flight
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Blockers
⚠️
The Isometric registry integration is waiting on technology and category mapping for Isometric projects; this sits with the data science team and is the next step to unblock the pipeline build.
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Sprint Progress

Another full sprint with 71 tickets in flight. Project Ratings leads the way this week with performance work landing in production, alongside the ongoing Isometric registry integration, data-quality fixes across Carbon Insights, sharper citation handling in chat, and the next wave of website pages moving into build. Highlights:

Project Ratings — faster dashboard & fixes shipped
Caching has been integrated on the Project Ratings dashboard (with the supporting infrastructure pipeline updated), a report-refresh issue has been resolved, and report generation for a previously failing country has been fixed.
Project Ratings — framework restructure & report visuals
The rating framework is being restructured for maintainability and future features, while rating reports gain dynamic cover-page and in-report imagery.
Isometric registry integration
The multi-sprint integration continues — a new methodology scraper is in build, rating features are being adapted for Isometric projects, and dashboard testing is queued up.
Carbon Insights — data quality & automation
Filter mapping discrepancies across technology, SDG, and country dimensions are being resolved, alongside automation of the market-overview and competitive-analysis views and the ongoing migration of the country-level dashboard to the new frontend stack.
Chat & research improvements
The summariser is being taught to select and carry forward the most relevant citations, and the logic behind controversy summaries is being updated for clearer, more consistent output.
Website refresh
The About Us and Pricing pages are moving through design and into frontend build as the next wave of the website refresh.
Platform & tooling
Static-analysis rules are being integrated into the automated PR review agent, and tab-level engagement telemetry is being added to the dashboards to show how they're actually used.
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Bugs

Four open bugs this week: risk scores being assigned to projects without a valid country mapping; chatbot assistant links returning an error when clicked; chatbot citations for Gold Standard documents pointing to a third-party platform rather than the registry; and unclickable embedded links in the reputation analysis section of rating reports.

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Service Desk

There are 9 open Service Desk tickets, mostly pricing-portal ticker additions and corrections, being worked through by the team.