Every Sunday we preview the data shifts landing in Monday Drop — the verdict changes, the new evidence, the projects worth re-checking before you book a site visit. This week three things moved that almost nobody outside the data team noticed. All three change how confidently you can answer the single question every buyer asks: "Is this project clean?"
1. Karnataka Grade-C downgrades got cleaner — 483 projects shifted to "Pending Verification"
For most of 2026 the Brickplot dataset had a quiet integrity problem in Karnataka. Roughly 483 projects carried a Grade C — Legal Risk badge purely because three pieces of evidence were missing: Occupancy Certificate (OC), Encumbrance Certificate (EC), and mother deed. Missing evidence is not the same thing as bad evidence. A 2024-launched apartment in Whitefield does not have an OC because OCs come after handover. Penalising it for that is a category error.
This week those 483 projects moved from Grade C to a new neutral state — Pending Verification. What is left on the C list is the genuinely hostile cases: 11 projects with OC missing more than 6 months after handover (a hard cap trigger on Axis 1), 5 with unresolved EC encumbrances, 3 under construction with title chain breaks.
What it means for you: if you were avoiding a Bangalore project this month because of a Grade C badge, re-check the page. The verdict may have softened to Wait with a clean "Pending Verification" tag — meaning the legal score is still under cap but you can now book a site visit and ask the builder for the missing certificate, instead of walking away.
2. BBMP eAasthi went live as a verification source — 731 Karnataka project pages now have a direct property lookup
The Karnataka government quietly opened the BBMP eAasthi API for property record queries in mid-2025. This week the Brickplot pipeline finished plumbing it into the scoring backend. 731 Bangalore project pages can now be cross-checked against the BBMP property register without a manual portal visit.
First sweep results, hot off the run:
- +12 BBMP objections discovered on projects that were previously rated Wait — meaning the local municipal body has an open dispute about property registration, mutation, or B-Khata conversion. These trigger a soft cap on Axis 9 (Governance & Approvals Depth).
- 304 new litigation records joined to projects via builder name match — most are minor consumer forum disputes, but 19 are NCLT-related and will pull verdicts down once editorial signs off.
- 3,353 AMRUT infrastructure projects ingested and geomatched. Translation: we now know which projects sit inside cities that have funded sewage upgrades, water supply expansions, and storm-drain works. This feeds Axis 6 (Location, Infrastructure & Climate Risk).
What it means for you: for any Bangalore project, the score you see this week has more evidence behind it than the score a fortnight ago. If a project's verdict moved up, it almost certainly cleared a BBMP check. If it moved down, the dataset just learnt about a municipal objection or NCLT filing nobody was publishing on the builder's website.
3. The artefact wall finally agrees with the score — 10 projects upgraded from Wait to Buy Now
For months a small visual bug haunted the trust artefact wall on project pages: the green ticks (escrow account verified, FSI within sanctioned, RERA active) sometimes appeared on a page whose score still read Wait. Forensic dig this week: the artefact wall and the scoring engine were reading different meta keys. The artefact wall pulled live verified data; the score pulled a stale snapshot.
Both now read the same source. The cleanup forced a full re-score on 1,566 project pages. Result: 10 projects upgraded from Wait to Buy Now, including some names with strong builder track records that had been sitting at 7.8–7.9 for the wrong reasons.
The list includes Godrej Reflections Phase 2 (now 8.7), Sobha Neopolis (now 8.6), and eight others across Bangalore and Hyderabad. The opposite direction also happened — a small number of projects with thin verification dropped from Wait to Avoid, but the cleanup was net-positive: the dataset is now stricter and more accurate.
What to do with this on Monday
If you are actively shortlisting in Bangalore, three concrete moves:
- Re-check every project on your shortlist — Karnataka pages have changed the most this week. Browse the Brickplot project database →
- Use the verdict filter — sort to "Buy Now" within your micro-market. If a name you had ruled out shows up, that is a signal worth a second look.
- Read the legal section carefully — "Pending Verification" is not "Verified." It means the evidence has not been seen, not that it does not exist. Ask the builder for the missing certificate at the site visit.
Monday Drop lands tomorrow morning IST. We will publish the full project-by-project change list — every upgrade, every downgrade, every new BBMP objection — in the same email.
One last thing: the Brickplot dataset still has its largest blind spots on title chain depth and CERSAI mortgage records. Both require paid data licences or partnerships we have not yet closed. If you have access to a residential proxy or a CERSAI batch licence and want to help us cross 95% legal-axis confidence, the email is on our about page. We pay for data; we do not take builder money.