Section 01
Place, user & financial journey
Define where the system meets the person or organisation.
Record India → State/UT → District → city/block → village/ward; citizen, household, farmer, MSME or institution; access channel; product and provider; current journey; transaction or service period; and the safest useful data resolution. Never publish account numbers, credentials or identifiable financial records.
Data reference table
Evidence Snapshot
Read each value with its reporting period, population and limitations. A historical national reference is not a local baseline or proof that an IFT proposal works.
5 measurement records still need data and a review of their relevance.
| Signal | Reference Value | Period / Population | How to Read It | Source Status |
|---|---|---|---|---|
| Safe and active access | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Affordability and suitability | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Shock resilience and protection | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Productive capital and payment reliability | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Complaint, fraud and recovery outcomes | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
Different surveys, administrative records, estimates and reporting years are not interchangeable. No combined IFT score is calculated from these rows.
Evidence coverage and review log (CSV) · Structured evidence register (JSON)
Section 02
Problem
Describe the financial and real-world outcome gap.
Formal access can coexist with inactive accounts, unsafe borrowing, inadequate protection and unequal access to productive capital.
Fragmented finance data can hide household stress, delayed business payments, fraud, service outages and poor public-spending outcomes.
Section 03
Root causes
Test product, market, institutional and behavioural explanations.
Products designed around institutions rather than user journeys
Compare transaction, service, complaint, household or firm, regulatory and budget evidence before verification.
Weak transparency, financial capability and grievance closure
Compare transaction, service, complaint, household or firm, regulatory and budget evidence before verification.
Fragmented household, enterprise, market and public-finance evidence
Compare transaction, service, complaint, household or firm, regulatory and budget evidence before verification.
Short-term allocation incentives and insufficient resilience testing
Compare transaction, service, complaint, household or firm, regulatory and budget evidence before verification.
Section 04
Original brief, fully explored
Every numbered concept retained.
- FARMER FINANCIAL SECURITY
- Pillar 02 ke saath:Open deep analysis → 12
- MSME FINANCE SYSTEM
- MSME ke liye biggest issues mein:Open deep analysis → 13
- CASH-FLOW BASED MSME LENDING
- Sirf collateral-based lending se aage:Open deep analysis → 14
- DELAYED PAYMENT PROTECTION
MSME ne goods/services deliver kar diye aur payment bahut delay ho gayi:Open deep analysis → 15
- RESPONSIBLE CREDIT SYSTEM
- AFFORDABLE + SUITABLE + TRANSPARENT + REPAYABLE Open deep analysis → 16
- LOAN TRANSPARENCY
- Borrower ko clearly pata hona chahiye:Open deep analysis → 17
- PREDATORY LENDING PROTECTION
- Protection against:Open deep analysis → 18
- DIGITAL LENDING SECURITY
Citizens ko fake loan apps aur financial scams se protect karna.
Open deep analysis →
Section 05
Evidence
Separate reach, usage, quality, suitability and outcomes.
Layer Can show Cannot prove alone
Regulatory & administrative Coverage, activity, incidents and system performance User wellbeing or causality
- Household & firm evidence Cost, experience, stress and access barriers Whole-market totals everywhere
- Evaluation & audit Change, delivery quality and attribution Automatic transfer to every context
Section 06
India-fit solutions
Improve security, capability and productive allocation.
Define the user, place, financial journey, risk and desired real-world outcome.
Separate access, usage, affordability, suitability, reliability and measured benefit.
Publish terms, data definitions, institutional responsibility and remedy routes.
Pilot with consumer protection, privacy, bias, cyber and financial-stability safeguards.
Section 07
Roadmap
Diagnose, protect, pilot and institutionalise.
- 0–90 DAYS
- Baseline & protect
Define user, place, product, cost, risk, provider, current outcome and immediate consumer-protection need.
- 3–18 MONTHS
- Pilot
Select one district and one clearly defined user group; map the complete financial journey, remove one verified friction, test safeguards and compare outcomes with a transparent baseline.
- 1–10+ YEARS
- Institutionalise
Align regulation, infrastructure, competition, capability, grievance remedy, cyber resilience and outcome measurement.
Section 08
How to measure improvement
Measure security and productive value, not activity alone.
KPI 01
Safe and active access
Baseline · target · actual · subgroup · source · period · confidence
KPI 02
Affordability and suitability
Baseline · target · actual · subgroup · source · period · confidence
KPI 03
Shock resilience and protection
Baseline · target · actual · subgroup · source · period · confidence
KPI 04
Productive capital and payment reliability
Baseline · target · actual · subgroup · source · period · confidence
KPI 05
Complaint, fraud and recovery outcomes
Baseline · target · actual · subgroup · source · period · confidence
KPI 06
Public value per rupee
Baseline · target · actual · subgroup · source · period · confidence
Section 09
Risks and protections
Growth cannot come at the cost of trust or stability.
Risk: Over-indebtedness or unsuitable products
Clear terms, legal basis, privacy, human review, audit, correction and remedy required.
Risk: Fraud, exclusion or abusive recovery
Clear terms, legal basis, privacy, human review, audit, correction and remedy required.
Risk: Sensitive financial-data misuse
Clear terms, legal basis, privacy, human review, audit, correction and remedy required.
Risk: False precision or incentives that weaken financial stability
Clear terms, legal basis, privacy, human review, audit, correction and remedy required.
