INDEPENDENT PROPERTY RESEARCH

Research
before returns.

How much can you rely on a property?

We’re building an independent property decision and scoring engine, grounded in public records and research on the ground.

Explore our approach

OUR FIRST RESEARCH TERRITORY

North Bengaluru

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Geographic study · illustrative building heights© OpenStreetMap contributorsBase geometry ↗
BENGALURU, INDIAMETHODOLOGY EDITION / SEPTEMBER 2026

01 THE DECISION STARTS WITH YOU

One property.
Two very different questions.

A great home and a great investment are not always the same thing. Your purpose changes what we examine, and how we interpret it.

What are you evaluating this property for?

You’re exploring the Self Use methodology.

02 BEFORE ANY SCORE

First, the
Gatekeeper.

A critical issue should never disappear inside an attractive average.

The proposed KIRA Gatekeeper examines foundational risks before a project can enter either scoring engine.

01

RERA status

Identity, registration and disclosures

02

Statutory filings

Relevant government records

03

Title & legal issues

Material concerns requiring review

04

Developer red flags

Documented issues and history

05

Previous projects

Discrepancies and delivery history

06

Approvals & compliance

Material gaps and inconsistencies

Evidence unresolved

Hold the assessment for further review.

Material issue identified

Apply the relevant gate or score cap.

Required checks complete

Proceed under the applicable scoring rules.

Excellent amenities cannot compensate
for a critical legal problem.

Framework in development. Exact gates, caps, evidence thresholds and legal review requirements will be finalized before any project score is published. A Gatekeeper review is not a legal title opinion.

03 A PURPOSE-SPECIFIC LENS

What makes a property
a better place to live?

How good is this project to actually own and live in? The Self Use lens examines daily experience, long-term livability, and what you receive for your money.

10 PROPOSED PILLARS WEIGHTS NOT YET SET
01

Approach Road & Accessibility

Usable road width, last-mile access and practical entry to the project. Site observations will be dated and distinguished from official road records.

02

Open Space & Project Density

The relationship between homes, built form and usable open space. Brochure percentages need to be checked against the relevant plans and definitions.

03

Carpet Area / Space Efficiency

How much usable space the home provides, and how the layout works. Carpet area and other advertised area measures should remain clearly separated.

04

Commute & Existing Connectivity

Access to destinations that matter in everyday life, using infrastructure that exists today. Journey observations need a time, route and date.

05

Social Infrastructure

Access to schools, hospitals, daily shopping and other practical needs. An advertised nearby facility is different from one that is operational and accessible.

06

Verified Future Development

Documented developments, with their source, stage and latest verification date. Proposals and completed infrastructure will not be treated as equivalent.

07

Climate & Environmental Risk

Relevant air quality, flood exposure and available soil or environmental evidence. Coverage, measurement limitations and unknowns must stay visible.

08

Builder Track Record & Delivery

Documented delivery history and relevant project outcomes. Brand recognition alone is not evidence of execution quality.

09

Legal / Approvals / Compliance

Relevant filings, approvals and compliance evidence after the Gatekeeper review. Foundational issues remain subject to gates or caps; other points cannot cancel them out.

10

Value for Money

Price in relation to usable area, specifications, quality, amenities and overall project fundamentals. Price per square foot alone cannot explain value.

THE SELF USE QUESTION

“What will everyday life here actually feel like?”

Does this project deserve the investor’s capital? The Investment lens examines entry valuation, income potential, delivery risk and the ability to exit.

10 PROPOSED PILLARS WEIGHTS NOT YET SET
01

Legal / Title / Approvals

Documented legal and approval risks that could affect capital, ownership or a future sale. Gatekeeper restrictions apply before ordinary scoring.

02

Developer Track Record & Delivery

Relevant delivery history, delays and execution evidence. The assessment should connect these risks to the investor’s intended holding period.

03

Entry Price vs. Micro-market

Comparable properties with clearly identified area measures, dates and transaction or asking-price sources. Asking prices should not be presented as completed transactions.

04

Historical Appreciation / CAGR

Relevant historical price evidence with its period, sample and limitations. Past appreciation will not be presented as a prediction or promised return.

05

Rental Yield

Rental income in relation to acquisition cost. Gross figures, estimated costs, vacancy assumptions and any net calculation need clear definitions.

06

Rental Demand

Evidence of the relevant tenant market, competing supply and demand drivers. A rental listing alone cannot establish tenant demand or an achieved rent.

07

Exit Liquidity

Evidence of resale activity, competing inventory and the depth of potential buyers. Missing transaction evidence must remain an explicit limitation.

08

Connectivity & Employment Access

Existing transport and access to employment centres relevant to future tenants or buyers. Current access stays separate from planned infrastructure.

09

Verified Future Growth Catalysts

Documented infrastructure, employment clusters and other developments, with a stated delivery stage. An announced catalyst is not an assured price increase.

10

Project Fundamentals & Location Risk

Project quality, configuration, density and relevant location or environmental risks, interpreted in relation to rental demand, ownership costs and resale.

THE INVESTMENT QUESTION

“Is the price justified, and what supports a credible exit?”

These are proposed research categories, not an active rating system. Some evidence is shared between the two lenses; weights and interpretation will differ. No project scores or return forecasts are published in Phase 1.

04 EVIDENCE HAS A STATUS

A proposed metro
is still a proposal.

The distance between a promise and an operating service matters.

Our proposed research standard records the source, delivery stage and verification date of a future-development claim.

  1. 01

    Marketing claim

    A statement to investigate.

  2. 02

    Announced proposal

    A plan, with delivery uncertain.

  3. 03

    Officially committed

    Check the approval and scope.

  4. 04

    Under construction

    Check progress and changes.

  5. 05

    Operational

    Verify access and actual service.

Status is evidence, not a return forecast. Projects may change, stall or be cancelled at any pre-operational stage.

Show the source.

Identify the record behind a claim and what it actually establishes.

Date the evidence.

Keep publication dates and our verification dates distinct.

Make unknowns visible.

Flag gaps and contradictions instead of filling them with confidence.

05 HOW KIRA WILL RESEARCH

Read the records.
Walk the ground.

Documents establish what is recorded. Site work helps us ask what needs closer investigation.

Experience should shape the questions. A documented methodology should determine the assessment.

01 / DOCUMENTS

Follow the paper trail.

Review relevant public filings, approvals, developer history and infrastructure records. Record the source and surface conflicting information.

  • Check the project and phase identity
  • Separate claims from supporting records
  • Record dates, scope and unresolved gaps
02 / ON THE GROUND

Look beyond the brochure.

Examine actual approach roads, access, density, surroundings and observable site conditions. Investigate differences between sales claims and what can be observed.

  • Date and document each site visit
  • Label observations and their limitations
  • Refer specialist questions for review
03 / THE ASSESSMENT

Let the rules do the work.

Apply the finalized Gatekeeper before the relevant scoring methodology. Explain the evidence, applicable restrictions and reasons behind an assessment.

  • Keep the two purpose lenses distinct
  • Publish the basis for an assessment
  • Record material updates and corrections

A site visit records observable conditions on a particular date. It does not certify structural quality, materials, legal title or future performance.

06 INDEPENDENCE, BY DESIGN

Three promises.
One reason to trust the process.

Our research should answer to the person making the decision.

₹0 FROM BUILDERS — EVER.

No builder-funded rankings, paid placement or developer influence over an assessment.

NO PHONE NUMBER REQUIRED.

Explore KIRA without handing over your number. This website has no lead form.

EVERY INPUT TRACEABLE TO PUBLIC RECORD.

Our standard for scored factual inputs: a source you can inspect, with its date and scope.

PUBLIC RECORDS & SITE OBSERVATIONS

Site observations are not statutory public records. They will be labelled separately as dated field notes. The rules for using those observations in scores must be resolved before scoring begins; a field note will not be presented as an official record.

THE NEXT CHAPTER NORTH BENGALURU

The research comes first.
The reports come next.

We’re developing the Gatekeeper and both scoring methodologies before publishing our first independently researched project reports.

PROJECT REPORTS — COMING SOONRevisit the methodology