Publytics · Public Proof
Know what was delivered.Then prove it.
Publytics builds the evidence chain beneath a public institution: what was committed, what was delivered, who verified it and when — dated, in Tamil, and able to survive a challenge.
- A free 90-minute briefing on one question — no deck
- A working monitor on your own data, in one day
- Pilots scoped to the public low-value procurement line
Most institutions can report what they announced and what they spent. Almost none can show the chain between them — what was committed, what was verified, by whom, when, and with what stated limits. That is not a reporting problem. It is an infrastructure problem, and it is the one we build for.
Who it is for
Eight institutions. One chain.
A secretary, a commissioner, a compliance officer and a data editor each ask a different first question. Each pathway follows its own procurement route and budget head.
Government
Government & public sector
“We have the announcement and the spend. We cannot produce the line between them, by ward, in Tamil, on the day someone asks.”
See the pathway
Municipal
Municipal & urban bodies
“Complaints reach us through 1913, the app, councillors and social media, and they get closed. We cannot show, ward by ward, what was actually fixed, when and by whom.”
See the pathway
Regulators
Regulators & supervisory bodies
“Returns arrive on a cycle, self-declared, in formats that resist comparison. We are supervising a population we cannot see.”
See the pathway
Enterprise
Enterprise & GCCs
“We have a policy. What we do not have is a record that would survive an inspection in May 2027.”
See the pathway
Foundations
Foundations & philanthropy
“Our partners report outputs; the board asks for outcomes. We cannot show which programme produced which result — or how sure we are of it.”
See the pathway
Universities
Universities & research
“Every project rebuilds the same dataset from Tamil sources, and it dies with the grant. We need data we can cite, reuse — and disagree with.”
See the pathway
Newsrooms
Newsrooms & media
“We need the dataset, the method, and the ability to disagree with you in print.”
See the pathway
Legislatures
Legislatures & public offices
“Assurances given on the floor, petitions handed in at the office — we cannot show what became of them, and the record leaves when the term ends.”
See the pathwayWhat you buy
Six product families. One core.
Every family runs on the same record model, evidence ledger and Tamil-first language layer — so the second purchase is configuration, not a new implementation.
Research & Policy Intelligence is the most widely shared family — the lead product for four of the eight. Compliance & Regtech is the fastest to deploy.
Which product each institution leads withThe shared core
Five layers beneath every product.
Three are ours outright — the record model, the evidence ledger and the disclosure gate — with the Tamil civic evaluation set inside the language layer. The rest is assembled on open Indic models and India’s public digital infrastructure.
A typed model — promise, scheme, obligation, department, ward, grievance, delivery event, beneficiary, regulation — that all six product families address. Tamil and English labels at the schema, not the presentation layer.
Source, collection method, version, effective date, confidence and error rate attach to the fact, not to the report. Corrections are permanent notices at the original address. No number renders without them.
Retrieval, classification and summarisation over Tamil, Tamil–English code-mixing, dialect and transliterated civic text. Assembled on open Indic models; the Tamil civic evaluation set and its published benchmark are ours.
Ships a tracker on an announced date, versioned, with a diff against the previous edition and a machine-readable dataset that can be cross-listed on open-data portals.
Where AI is used, what it does not do, and who reviews it — with the Method Standard checklist enforced as rules. A publish is blocked if any rule fails.
The shared core · five layers · illustrative
How it works
Record. Verify. Publish. Challenge. Correct.
The same five steps run beneath every product, for every institution.
- Record
Capture the commitment as it is made.
Every commitment, delivery event, and grievance enters as a typed record at the moment it happens — not reconstructed later from a spreadsheet.
- Verify
Check it against something that is not itself.
A record is checked against a second, independent source before it is treated as fact. Self-declaration alone does not clear the bar.
- Publish
Ship it on a date you announced in advance.
Verified records ship on an announced date, versioned, with the method attached — so the figure can be found and cited, not just stated.
- Challenge
Give the reader the means to disagree.
Every published figure carries the means to dispute it: the source, the method, and a route to raise an objection in public.
- Correct
Publish the error before someone else finds it.
Where a challenge is upheld, the correction is published at the same URL as the original, dated, and never quietly edited away.
How every engagement begins
Start free. Every step is credited.
One way in, for every institution. Start with a free Briefing on one question you cannot evidence today. Prove it on your own data in a day. Each step is credited against the next.
- BriefingFree
90 minutes. Your problem, framed. No deck.
Read more - Bootcamp₹2–4 L
One day. Your own data. One working monitor by close.
Read more - Record Model Workshop or DPDP Readiness Assessment₹8–12 L · ₹6–12 L
One week. Declares your record types and obligations. Or, for DPDP: 3–4 weeks. Data map, DPIA, consent architecture, gap plan to 13 May 2027.
Read more - PilotScoped
Scoped to fit public low-value procurement lines — below ₹25 lakh in Tamil Nadu.
Read more - Annual platformBy institution
The annual price is written into the pilot, before the pilot starts.
Read more - ExpandConfiguration
A second product family or department. Configuration, not a new implementation.
Read more
Start where the deadline is
The dates that frame every engagement — statutory, and our own.
Two belong to the law, one to the budget cycle, and two are commitments we made in public — so you can hold us to them.
4 Sep 2026
Method Standard v1.0
The five-item publication checklist, open and versioned.
Publytics commitment
13 Nov 2026
DPDP Rule 4 in force
Consent Manager registration opens, 12 months after notification.
Statute
Jan–Mar 2027
Budget and CSR planning
State budget preparation; corporate CSR annual action plans set for the next financial year.
Budget cycle
31 Mar 2027
Publytics Tracker 1
The first public edition, on an announced date, under the Method Standard.
Publytics commitment
13 May 2027
DPDP obligations apply in full
Including Significant Data Fiduciary DPIA and audit duties. Penalties up to ₹250 crore.
Statute
AI at Publytics
AI, stated plainly.
Every product uses AI somewhere. Each one publishes exactly where — and where it does not. The disclosure gate blocks any workflow that cannot produce one.
Read our AI principlesWhere AI is used
Classification, multilingual retrieval, anomaly detection, summarisation, and decision support within defined workflows.
Where it is not
AI does not make high-impact public decisions, determine eligibility, or operate as a political persuasion system.
Who stays accountable
People remain accountable for interpretation, escalation, approval, and any action that affects a person or institution.
Tamil-first, benchmarked
Built for Tamil, code-mixed, dialect and transliterated civic text, with a Tamil civic evaluation set to check accuracy before acceptance.
Data stays bounded
Client data is never used to train models outside the client’s governed environment. Residency is written into the contract.
Non-partisan by design
We do not sell political targeting or persuasion systems to parties or candidates — and we log what we decline.
Why trust a young company
Proof you can check — not just read.
A tracker proves method; an impact study proves outcome. Until Tracker 1 ships on 31 Mar 2027, the strongest proofs are the ones live today — including a corrections policy that publishes our errors first.
- v1.0 · 4 Sep 2026
The Method Standard
Five items, versioned and dated, with a change log. Open for anyone to apply to their own published work.
Open - Log open
The refusal log
Anonymised, dated, with the criteria applied — so the boundary can be checked rather than believed.
Open - Policy live · none recorded
Error rates & corrections
A stated error rate on every published figure. A correction notice stays permanently at the original URL, dated, with what was wrong and how it happened. The count is published.
Open - Tracker 1 · 31 Mar 2027
Trackers
Published on an announced date. Versioned. Downloadable data. Named commissioning party. Stated error rate. Diff against the previous edition.
Open
The boundary
We sell to institutions. Never to contestants.
Publytics does not provide political targeting or persuasion systems to political parties or candidates. Where the buyer is an elected representative, the engagement is with the public office, and its outputs pass to that office’s successor.
Start here
Bring us one question.
Not a software shopping list. Every first meeting is the free Briefing: 90 minutes on one commitment, obligation or figure you cannot evidence today.
- 90 minutes
- Free
- A written note of what was agreed