Method
A buyer whose product is methodological credibility will test ours before he buys anything. Volunteering the limits is faster than being caught by them, and with this buyer specifically it is the thing that establishes we are a research instrument rather than a call centre with a dashboard.
Every figure, state, panelist and interview here is synthetic. No wave has been fielded and no dataset exists behind any screen.
The 2024 exit poll figures and the public reaction to them are drawn from reporting and are accurate. The diagnosis of why the seat forecasts failed is our argument, not an established finding.
The ₹240 field benchmark is a working assumption. One real agency quote turns the economics from plausible into evidence.
| Hindi, Urdu | Verified end to end |
| Bengali, Marathi, Telugu, Tamil, Kannada, Gujarati | In validation |
| Bhojpuri, Awadhi, Braj, Bundeli | Accented Hindi |
| Remaining scheduled languages | Not started |
Dialect variants are not separate models and we will not describe them as such. A genuinely national tracker needs twelve verified end to end. That is a programme with a timeline and a cost, and it is the main delivery risk.
01 Unit cost at production latency. Per-interview figures must be verified on a real Hindi wave before being quoted.
02 Outbound consent and DND. Written confirmation of the regulatory position on survey calls before the first dial.
03 Audio retention. The window that makes an audit certificate meaningful and the window that minimises exposure pull opposite ways. Counsel decides.
04 Post-stratification frame. Months of work before the first MRP estimate is credible. Scope and price it as a distinct project.
05 Section 126A. The vault must be reviewed by counsel as an architecture, not accepted as a slide claim.
06 Party wall. This engagement is with a media and research business. No relationship with any party, no data crossing to one. Must survive into the signed agreement.
07 Caste position. Resolve before the meeting, not during it.
08 Dual frame partner. The face-to-face calibration sample needs a fielding partner, or runs on his own network, which is a neat use of an asset he already owns.
DeployOne · Aiera Mindlabs · Sample OS demonstration build · August 2026 · Prepared for discussion with Jan Ki Baat. Not for circulation.