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18th Lok Sabha (2024–29) — figures cover this scope only, matching the same view on the source’s dashboard.
Five components, fixed weights, no black box. Every one can be read back to the rows it came from.
Sanctioned amount against the median for the same sector in the same district, blended with an isolation forest over amount, delay and spend.
Silent unless the district has at least 8 comparable works.
Days past expected completion, taken from the recommendation and completion dates the portal publishes.
A work with no recorded schedule scores zero, not high.
Sentence-transformer embeddings of the work description, compared inside the same district and sector at 0.94 cosine similarity.
Near-identical wording is a lead, not a finding.
The implementing agency's delay rate, how concentrated its payments are across vendors, and how long its oldest payment has been pending.
Measured per Lok Sabha term, so terms are never pooled.
Four stated rules: a recommended work with no schedule, a completed work with no completion date, a completed work with no photograph, and spend beyond the sanction — which cannot fire, because the source publishes one figure per completed work and it serves as both.
Each breach names the rule it breaks. The full book is on Sources.
Below 40 a work is low risk and stays out of the queue. 40 to 70 is medium. Above 70 is high, and goes to the top of the list.
The gaps matter as much as the findings, so they are stated rather than papered over. Four more blind spots, the rule book behind every compliance flag and the detectors that describe an agency rather than a work are all on Sources.
What the record shows moving, and what it says to watch next - refreshed every night.
Trend
Share of a year’s payments made in March: 37.7% in 2023–24 → 12.0% in 2024–25 → 9.5% in 2025–26. The record’s payments begin in July 2023, so its first year is part of one.
Prediction
1,578 works due in the next 90 days
₹126.46 Cr sanctioned, at 136 agencies where 68% or more of their open works are already past their date - the worst quarter of 667 agencies. A forecast from each agency’s own record, not a finding about any work.
Early warning
9 agencies have paid nobody in 180 days
Each holds 20 or more works still open. It does not say anything will go wrong - that money is committed where nothing is moving.
Compliance
37,284 of 2,50,839 works breach at least one rule
