Open problem intelligence
Structured place, problem, evidence, solution and progress information.
Business Model
A diversified funding model designed to protect public-interest independence.
India For Tomorrow needs sustainable revenue for research, technology, verification, participation and measurement. Funding must be transparent, mission-aligned and unable to purchase editorial conclusions or verified status.
Value created
Public value comes before monetisation.
Research infrastructure
Methods, source records, academic collaboration and public explainers.
Participation system
Citizen reports, corrections, institutional proposals and review workflow.
Implementation learning
Pilot design, monitoring, independent evaluation and replication conditions.
Data and maps
Geographic identifiers, indicators, boundary versions and comparison tools.
Public accountability
Transparent limitations, conflicts, corrections, failures and outcome tracking.
Potential revenue architecture
Use several compatible sources with clear safeguards.
The following are design options, not claims of current revenue or confirmed partners.
| Source | Suitable use | Main risk | Required safeguard |
|---|---|---|---|
| Individual donations | Independent public knowledge and participation. | Influence from large donors. | Threshold disclosure and no editorial rights. |
| Foundation grants | Research, data, capacity and time-bound missions. | Agenda dependence. | Published purpose, conditions and independence terms. |
| Institutional research support | Defined studies, datasets and evaluation. | Funder-shaped findings. | Method, conflicts and publication rights disclosed. |
| Training and workshops | Methods, data literacy and implementation capability. | Mission drift toward sales. | Transparent pricing and public-benefit allocation. |
| Responsible sponsorship | Events or clearly bounded public programmes. | Brand influence and implied endorsement. | Visible disclosure and separation from evidence decisions. |
| Contextual advertising | General operating support on eligible pages. | User trust, privacy and placement pressure. | Advertising policy, consent and editorial separation. |
| Tools or enterprise services | Advanced analysis or implementation support. | Public knowledge becoming inaccessible. | Keep core public-interest information open. |
Non-negotiable safeguards
Money cannot purchase public credibility.
No paid verification
Payment cannot convert an unverified claim, solution or organisation into verified status.
No purchased ranking
Funding cannot improve a place, member, institution or solution ranking.
No hidden sponsor
Material financial or in-kind support must be disclosed where relevant.
No suppressed finding
A funder cannot remove legitimate negative, mixed or inconclusive results.
No automatic partnership
Donation, grant or service purchase does not itself create endorsement.
No data exploitation
Community submissions and sensitive research data are not commercial inventory.
Money-to-mission flow
Every material funding relationship needs a documented route.
Screen
Check mission fit, legality, reputation and conflict risk.
Classify
Unrestricted, restricted, sponsored, earned or in-kind support.
Approve
Use authority levels independent of editorial conclusions.
Record
Purpose, amount category, conditions and responsible owner.
Spend
Track against approved public-interest purpose and controls.
Disclose
Publish appropriate source, relationship and conflict information.
Measure
Report outputs, outcomes, limitations and unused funds.
Review
Renew, modify or end the relationship with documented reasons.
Transparency rule: a final public financial report should distinguish actual revenue and expenditure from illustrative planning categories.
Questions
Funding and independence.
A donor may propose an area, but the platform should independently assess public value, evidence need, conflicts and research design.
Potentially, with clear disclosure, published selection rules, conflict controls and no ability to predetermine findings or winners.
No. They are potential design categories unless separately disclosed as actual, verified financial information.
Support public-interest work without purchasing its conclusions.
Review donation conditions, disclosures and independence safeguards before contributing.