Library & Vote
Each headline measures a different thing. We show you what.
RAOSCAFF is research-grade decision intelligence across markets, sectors, jurisdictions, and policy regimes. We read published industry data against what each publisher actually measured, and trace every figure to its source. Predict-not-recommend voice. Defamation-disciplined. The library is bounded by the world’s disclosures — never by ours.
RAOSCAFF sets the editorial agenda; the vote is a reader signal we weigh, not a poll that decides — and the count stays quiet by design.
— Mirror Briefs
27 published
- #AIFFunnelDecode
India's Rs 15.74 Lakh Crore AIF Industry — What the Headline Conceals
SEBI's published AIF commitments headline is Rs 15.74 lakh crore as of December 2025. Decomposed by funnel stage and category: only 41% is deployed into investments, one category (Cat II) holds 74% of all commitments, and the blended 41% deployment rate hides two structurally opposite category behaviours.
Rs 15.74L crAIF commitments · Dec 2025 (41% deployed)2026-06-05·8 min - #PowerLossDecode
India's Power Distribution Losses — What 15.04% Conceals
India's electricity distributors lost 15.04% of all units to AT&C leakage in FY25 per the MoP Integrated Rating. That national mean is a weighted average of a 16.15-point state spread (RAOSCAFF arithmetic) from Kerala 6.61% to Madhya Pradesh 22.76%, two economically distinct failure modes, and three publishers reporting three different correct values for the same concept.
15.04%national AT&C loss · FY25 (16.15-pt state spread)2026-06-05·8 min - #ListedMarketDecile
The Listed-Market Top Decile — What 'Rs 472.1 Lakh Crore' Conceals
The NSE reported total listed market capitalisation of Rs 472.1 lakh crore as of 30 November 2025. Rank the exchange's 2,904 companies into deciles and the top 10% hold 82.4% of the total while the bottom 50% hold just 0.90% — a hidden-cohort chasm inside one aggregate number.
82.4%top-decile share of NSE market cap · Nov 20252026-06-05·8 min - #AutoRetailGap
The Auto Retail Gap — What One Month's 'PV Growth' Conceals
In April 2026 SIAM reported India passenger-vehicle wholesale dispatches up +25.4% (437,312 units) while FADA reported retail registrations up +12.21% (407,355 units) — a 13.2-percentage-point gap for the same category and month. SIAM counts factory-gate dispatches into the dealer channel; FADA counts registrations out to end-buyers. Two different defined quantities measuring one market.
13.2 ppwholesale-vs-retail PV growth gap · Apr 20262026-06-05·8 min - #P02USIranMoULock
US-Iran 14-Point Memorandum of Understanding: A Locked Document-Compatibility Probability Matrix from an 8-Position-Desk Orchestrated Panel
RAOSCAFF's locked probability matrix on the US-Iran 14-point Memorandum of Understanding (Witkoff/Kushner ↔ Araghchi/Ghalibaf, Pakistan Army Chief Munir mediator): P(SIGNED-AS-DRAFTED) = 100%, P(SIGNED-AS-MODIFIED) = 0%, P(NOT SIGNED) = 0%. 8-Position-Desk orchestrated panel scoring documented public-record positions of 8 named actors against 14 reconstructed MoU clauses. Locked 2026-05-26 20:58 IST. Resolution by 5-of-7 press consensus within 21 days (2026-06-16). RED LINE 5 enforced structurally. Sensitivity panel + per-clause modal-modification scorecard + 4 pre-committed post-mortem branches published before resolution.
100% / 0% / 0%P_d / P_m / P_n locked probability matrix · US-Iran 14-point MoU · locked 2026-05-26 20:58 IST · resolution window T+21 = 2026-06-162026-05-26·18 min - #P01CPIEnergyLock
US CPI Energy Commodities, May 2026 Print: A Locked Range from a 12-Persona Orchestrated Panel
RAOSCAFF predicts May 2026 US CPI energy commodities at +39.65% YoY, 80% band [+33.4%, +43.5%], locked 15 days before the BLS release on 2026-06-10 at 08:30 ET. The panel diverges from panel-estimated Bloomberg/Reuters consensus by +65 bp. Methodology is the asset being demonstrated; the single print is the test. Resolution brief publishes within 48 hours of the BLS print, regardless of outcome.
+39.65%May 2026 CPI energy commodities YoY · locked 2026-05-26 17:32 IST · resolution 2026-06-102026-05-26·14 min - #PreSalesToCollections
The Pre-Sales-to-Collections Bridge — Four Listed Developers' Own FY26 Disclosures, Side by Side
Listed developers reported record FY26 pre-sales — a booking number. Whether the cash arrived (collections) and where net debt sits are separate, separately-filed questions. M-21 places DLF, Macrotech (Lodha), Godrej, and Sobha's own three numbers on one sheet; collections-to-pre-sales conversion ranges 58% to 96%. It ranks nothing — it builds the bridge. Series close.
58–96%collections-to-pre-sales conversion · 4 developers2026-05-21·11 min - #PreSalesDecoded
Decomposing Pre-Sales — Why a Developer Booking and a State Registration Are Two Different Numbers
A home sale is two events: the developer counts the booking (pre-sales), the State counts the registration (conveyance). Listed developers reported record FY26 pre-sales; Maharashtra's IGR recorded 1,50,254 Mumbai registrations in CY 2025, a 14-year high. The two records count different events, in different units, over different geographies — and cannot be netted into a single gap.
1,50,254Mumbai CY 2025 registrations · 14-year high2026-05-21·10 min - #WarehouseConcentration
The Warehouse Tenant Concentration — Decomposing India's Grade-A Industrial Leasing by Tenant Category
India's warehousing posted record 2025 absorption — Knight Frank 72.5 mn sq ft, CBRE 36.9 mn, Colliers 11 mn in Q1 2026. Decomposed by tenant category, three categories — third-party logistics, e-commerce, and manufacturing — take roughly two-thirds to three-quarters of all Grade-A leasing. The concentration is buried in the single national absorption number.
~76%top-3 tenant categories · CBRE 20252026-05-21·10 min - #REITDistributionMirage
The REIT Distribution Mirage — Decomposing Indian Office-REIT FY26 Growth by NOI vs DPU
Every listed Indian REIT — Embassy, Mindspace, Brookfield India, Nexus Select — published an FY26 net-operating-income growth headline and a slower distribution-per-unit number. Brookfield's +52% Q4 NOI against +11% FY26 DPU is the widest gap — acquisition arithmetic, not payout engineering. The four REITs' own Q4 FY26 disclosures are the anchor.
+52% → +11%NOI headline vs distribution · Brookfield FY262026-05-21·10 min - #MortgageKCurve
The Mortgage K-Curve — Decomposing India's Home-Loan Growth by Ticket vs Volume
RBI says housing loans grew 11.1%; CRIF says portfolio value grew 10.5% while volume grew 4.1%; SBI retail +17%, Bajaj Housing +23%. Nine readings across six measurement universes. The K-curve becomes legible only when value and volume are isolated to the same publisher — CRIF Q3 FY26 — where value grows 2.5× faster than volume.
2.5×value-vs-volume gap · CRIF Q3 FY262026-05-21·12 min - #OneCrorePlus
Decomposing the One Crore Plus — India Residential CY 2025 by Publisher-Definition Divergence
Knight Frank says premium housing crossed 50% of CY 2025 sales; CREDAI–Liases Foras says ₹1Cr+ is 78% of value; ANAROCK says the premium band is 52% of new supply. All three are factually correct — the divergence is publisher definitions: units vs value vs supply, different city sets, different rupee thresholds. Knight Frank India H2 2025 is the anchor.
50–78%premium-share range · 3 publishers2026-05-21·12 min - #EdtechAfterByjus
Decomposing PhysicsWallah's Listing — India Edtech Before-and-After Byju's
PhysicsWallah listed Nov 2025 at ₹44,382 crore market cap (+42% debut), against the ₹15-16 trillion underlying Indian education market that always existed. PW RHP + Business Standard listing coverage are the announcement anchor.
₹44,382 crPW market cap · listing day2026-05-20·10 min - #EPFOMeanMedian
Decomposing the EPFO Corpus — India Pensions FY26 Mean-vs-Median
EPFO over ₹28 lakh crore, 7 crore active subscribers, 8.25% FY26 interest. EPFO is the announcement anchor. PFRDA, RBI (Brief M-05), AMFI (Brief M-03), CRISIL Pension supply the verified-core decomposition.
₹28 L crEPFO corpus · 7 cr active2026-05-20·10 min - #SmartphoneKCurve
Decomposing 31 Million Units — India Smartphones Q1 2026 Value-vs-Unit
IDC India Q1 2026 shipment report — ~31 million units (-4.1% YoY), Apple value share at 28% despite a 9.4% unit share. Counterpoint, Canalys, CMR + Mirror Briefs M-02 + M-09 K-curve cross-references supply the verified-core decomposition.
28% / 9.4%Apple value vs unit share2026-05-20·10 min - #IndiaHotelKCurve
Decomposing the Hotel-Sector Surge — India Tourism FY26 by Tier × Pricing
FY26 hotel-sector RevPAR + ARR surge. IHCL Q3 FY26 is the announcement anchor. FHRAI, Hotelivate, HSIE, ICRA, STR Global India, MoT, OTA investor data + Brief M-05 RBI cross-reference supply the verified-core tier decomposition.
ARR · tier-splitIHCL Q3 FY26 · STR Global2026-05-20·10 min - #IPLMediaMath
Decomposing IPL 2026 Media Economics — Four-Actor Breakdown
₹48,390 crore 2023-2027 broadcasting rights cycle, JioHotstar's 70 million concurrent reach, ad revenue slowing to 7% CAGR. BCCI media-rights audit + JioStar, Pitch Madison, GroupM, FICCI-EY M&E supply the verified-core decomposition.
₹48,390 crrights cycle · 2023-272026-05-20·10 min - #RetailFnOTransfer
Decomposing the Retail F&O Wealth Transfer — SEBI FY25 Study
SEBI FY25 Retail F&O Trading Study — 91% loss-makers, ₹1.06 lakh crore net retail losses, 16% of traders wiped their entire capital. NSE Pulse, CDSL+NSDL demat data, broker reports + Brief M-03 AMFI cross-reference supply the verified-core wealth-transfer decomposition.
91%loss-makers · SEBI FY252026-05-20·10 min - #TelecomARPUTier
Decomposing Telecom ARPU — India Telecom TRAI March 2026 Tier Split
TRAI India Telecom Subscription Data March 2026 + carrier ARPU trajectory. TRAI is the announcement anchor. Jio, Airtel, Vi quarterly results, S&P Global Market Intelligence + Brief M-05 RBI household-savings cross-reference supply the verified-core ARPU-tier decomposition.
₹256 · ₹211 · ₹167Jio · Airtel · Vi ARPU2026-05-20·10 min - #HurunIndiaRich
Decomposing 308 Billionaires — Hurun India Rich List 2026 Sector × Concentration
Hurun India Rich List 2026 — 308 billionaires, ₹112.6 trillion aggregate wealth. Hurun Research Institute is the announcement anchor. Forbes India, Bloomberg Billionaires Index, Knight Frank Wealth Report 2026 + Brief M-05 RBI household-savings cross-reference supply the verified-core decomposition.
308billionaires · Hurun 20262026-05-20·10 min - #ITServicesQ4FY26
Decomposing the Big-5 — India IT Services Q4 FY26 by Company × Segment
India IT-services Big-5 Q4 FY26 results — TCS, Infosys, Wipro, HCLTech, Tech Mahindra. Each company's quarterly disclosure is the announcement anchor. NASSCOM, brokerage research, ISG/Everest deal-data + Brief M-01 CBRE GCC cross-reference supply the verified-core decomposition.
5 cosTCS · Infosys · Wipro · HCL · TechM2026-05-20·10 min - #GoldFormatMath
Decomposing Q1 2026 Gold Demand — WGC India by Format × After-Tax IRR
World Gold Council Q1 2026 India Gold Demand Trends. WGC is the announcement anchor. IBJA daily rates, AMFI Gold ETF AUM, RBI SGB outstanding + Income Tax LTCG provisions supply the verified-core format decomposition. ₹1.37 lakh difference per ₹5 lakh sticker — at zero price movement.
₹1.37 Lformat IRR gap · ₹5 L sticker2026-05-20·10 min - #HouseholdRotation
Decomposing the Multi-Decade Low — India Household Savings FY24 Rotation
RBI India 'household financial savings at a multi-decade low' headline. RBI is the announcement anchor. MoSPI National Accounts, SBI Ecowrap, Motilal Oswal AMC + Jefferies tracker, and Brief M-03 AMFI cross-reference supply the verified-core rotation decomposition.
5.1 %net financial savings / GDP · FY242026-05-20·10 min - #InsuranceProductIRR
Decomposing ₹4 Trillion — India Life Insurance FY26 Product × IRR
IRDAI India record FY26 life-insurance new-business-premium headline. Listed-insurer disclosures, independent personal-finance research + Brief M-03 SEBI/AMFI cross-reference supply the verified-core product-IRR decomposition. ₹3.2 crore corpus difference on the same outlay and the same cover.
₹3.2 crcorpus delta · same outlay2026-05-20·10 min - #SIPDecomposition
Decomposing the Record SIP — India Mutual Fund March 2026 by Category × Plan
AMFI India March 2026 record SIP inflow ₹32,087 crore + 9.72 crore SIP accounts. AMFI is the announcement anchor. Value Research, Morningstar, SEBI MF data, NSE MFI tracker supply the verified-core category × plan decomposition.
₹32,087 crSIP March 2026 · AMFI2026-05-20·10 min - #ResidentialKCurve
Decomposing the Eight Percent — India Residential Q1 2026 by Ticket-Size Cohort
JLL India Q1 2026 residential decomposition. JLL is the announcement anchor. Knight Frank, ANAROCK, PropTiger, Liases Foras + listed-developer disclosures supply the verified-core ticket-size cohort decomposition.
63 %₹1 cr+ launch share · Q1 20262026-05-20·10 min - #GCCOfficeAbsorption
Decomposing 9.1 Million Sq Ft — India Office GCC Absorption Q1 2026 by REIT Cohort
CBRE Research India Q1 2026 — 9.1 mn sq ft GCC office absorption announced. CBRE is the announcement anchor. Embassy + Mindspace + Brookfield REIT investor decks supply the verified-core REIT-portfolio decomposition. The 2.11 mn sq ft methodology-gap is the editorial finding.
9.1 mn sqftGCC absorption · Q1 2026 · CBRE2026-05-20·10 min
— The Student-Abroad Series
10 published
- #EnglishExamEconomy
The English-Exam Economy — Four Tests, Four Disclosures
What the four publishers that test nearly every Indian student going abroad — IDP Education (IELTS), ETS (TOEFL), Pearson (PTE), Duolingo (DET) — chose to disclose for their most recent fiscal year. IDP Education disclosed AU$1,037M in FY2024; PTE volumes declined 10% H1 2025; Duolingo DET was approximately 4% of total Duolingo revenue. Each disclosure is placed side-by-side without adjudication.
AU$1,037MIDP Education IELTS + placement revenue FY20242026-05-25·7 min - #EducationLoanMortgage
The Money Trail Abroad — How Indian Students Are Financed
Three publishers, three measurement universes for financing India's 18-lakh-plus outbound students. RBI LRS studies-abroad head: USD 2.92B FY2025 (down from USD 3.48B FY2024). Avanse FY2025 disbursement: ₹6,914 crore. Credila AUM: ₹41,810 crore (+48% YoY). Each figure true under its own definition. Decomposed here, not adjudicated.
₹41,810crCredila education-loan AUM March 2025 (+48% YoY)2026-05-25·7 min - #IndiaUSA2025
USA · Indian-Student Cohort Decoded — Enrolment, Work-Visa, Permanent Residency
363,019 Indian students in the US in AY 2024/25 (+10% YoY, IIE Open Doors 2025). STEM-OPT extensions reached 95,384 — India held 48% of all STEM-OPT participants. Three-stage enrolment-to-permanent-residency funnel decomposed across IIE, ICE SEVIS, USCIS H-1B, and DoS Visa Bulletin.
363,019Indian students USA AY 2024/25 (+10% YoY)2026-05-25·7 min - #IndiaCanada2025
Canada · Indian-Student Cohort Decoded — Study Permits, PGWP, Permanent Residency
510,235 active Indian study-permit holders in Canada at end-CY2024, down from 533,305 in 2023. New permit grants to Indians collapsed from 76,930 in Jan–Aug 2024 to 9,955 in Jan–Aug 2025. Three IRCC disclosure stacks decomposed against the 2020-2026 rule changes.
510,235Indian study-permit holders Canada CY20242026-05-25·7 min - #IndiaUK2025
UK · Indian-Student Cohort Decoded — Sponsor Visa, Graduate Route, Settlement
HESA SB271 + Home Office YE Dec 2025 + MAC Graduate Route Rapid Review + Earned Settlement consultation. New HESA India-domiciled entrants fell 15.1% in AY 2023/24 while sponsored study visas reached 95,231 in YE Dec 2025 — the enrollment and visa measures diverged. Full enrolment-to-settlement funnel decomposed.
95,231Indian sponsored study visas UK YE Dec 20252026-05-25·7 min - #IndiaAustralia2025
Australia · Indian-Student Cohort Decoded
107,038 Indians held a Subclass 500 student visa in-country on 30 June 2025 — ahead of China at 102,990 for the first time. The three-stage enrolment-to-post-study funnel, the 2024-25 age-35 cap and commencement ceiling, decomposed across five Australian publisher universes.
107,038Indian student visa holders in-country 30 June 20252026-05-25·7 min - #IndiaGermany2025
Germany · Indian-Student Cohort Decoded — Student Visa, Blocked Account, Post-Study Work
59,420 Indian students enrolled in German universities in winter 2024/25, up 20% year-on-year, now the largest source country ahead of China. DAAD census vs MEA consular estimates produce different universe sizes. Sperrkonto blocked-account requirement, FEG 2023 Chancenkarte, §16b work-authorisation rules decomposed.
59,420Indian students enrolled Germany winter 2024/25 (+20% YoY)2026-05-25·7 min - #StudentAbroadSecondTier
Second-Tier Destinations: Ireland, France & New Zealand — Indian-Student Cohort Decoded
HEA Ireland, Campus France, and ENZ New Zealand three-way decomposition. Ireland approximately 9,200 Indians (20.6% of all international students, ranked No. 1 source), France 9,100 (+17% YoY), New Zealand approximately 12,000 (stable). All three growing concurrent with Tier-1 tightening. Measurement definitions differ across all three.
~30,300Indians across Ireland + France + NZ 2024/252026-05-25·7 min - #StudyAbroadConsultancy
India Outbound Education Consultancy — The Invisible Middleware Decoded
The intermediary sector that routes Indian study-abroad applications has no central licensing body, no statutory disclosure obligations, and no cultural representation. 40,989 registered educational consultants, 85% single-owner micro-enterprises. IDP Education (ASX: IEL) is the only publicly listed operator with India exposure.
40,989registered educational consultants India (April 2026)2026-05-25·7 min - #18LakhDecisions
18 Lakh Decisions: The Architecture of India's Outbound Student Economy
Series master brief synthesising all 9 Student-Abroad Mirror Briefs. Three machines — the exam gate, the debt apparatus, and the destination routing layer — convert India's 18,82,318 students abroad into a structured economy. Four Tier-1 destinations carry at least 1,087,772 of them. IDP Education's placement-volume decline of 29% in FY2025 is the forward indicator.
18,82,318Indian students abroad · 153 countries · MEA Jan 20252026-05-25·13 min
— The Canada Agri-Food Decode Series
02 published
- #SpecialCropsDecode
Canadian Special-Crops Exports 2026: Four Publishers, Four Rulers, One Settlement Number
Four Canadian publishers — AAFC, Statistics Canada, the Canadian Grain Commission, and Pulse Canada — report Canada's special-crops exports on four different rulers. The same headline tonnage means four different things depending on whose page you opened. The brief identifies the single specific quantity the market settles against: the customs-basis monthly reading under HS 0713.
1,822 ktAAFC 2024/25 lentil exports · Outlook April 20262026-05-26·11 min - #FarmlandValuesDecode
Canadian Farmland Values 2026: Two Independent Measurements, Three Publishers
Three Canadian publishers report on farmland values in the 2024–2026 window. Per their own published methodologies, only two of the three measure it independently. Statistics Canada derives a per-acre figure by applying FCC change ratios to a Census-of-Agriculture base; Re/Max cites FCC for the rural figure within a 12-urban-market commercial scope. The same headline 'Canadian farmland up X%' measures one specific thing in each publisher's hands.
+9.3% / +6.96% / +13.1%FCC 2025 · StatCan derived July 2024 · Re/Max citing FCC SK 20242026-05-26·12 min
— Weekly Intelligence
35 published
- #TariffResetWash
The Tariff Reset Wash — What Each Indian Export Sector Realises After the 18% Reciprocal Reset
Three composite export operators. Three tariff-exposure pathways. One reset India doesn't decompose.
18%reciprocal tariff · Feb 2026 reset2026-05-20·9 min - #MobilityPremium
The Mobility Premium: What Three Indians Pay To Leave
Three composite emigrant profiles. Three mobility-premium pathways. One disclosure pattern.
$129 Bnremittance inflow · World Bank · #12026-05-20·9 min - #RealisedRupee
USD/INR Realised-Rate Gap: The Rupee India Inc Actually Pays
Three composite Indian corporates. Three operating-rupee gaps. One disclosure pattern.
~₹98operating rupee · modelled2026-05-20·9 min - #LogisticsInvITYield
Logistics InvIT Yield: When the Toll Concession Meets the Investor Cost-of-Capital
Three composite InvIT stakeholders. Three concession-vs-yield scenarios. One ₹2.5 LCr AUM map.
7-9%distribution yield · SEBI2026-05-15·9 min - #HospitalConsolidation
Hospital Chain Consolidation: When the Bed Count Meets the Specialty Mix
Three composite hospital stakeholders. Three specialty-mix scenarios. One bed-count expansion curve.
+8,000bed pipeline · sector2026-05-15·9 min - #GCCCaptiveExpansion
GCC Captive Expansion: When the Multinational Builds Where IT Services Used To Charge
Three composite GCC stakeholders. Three captive-expansion scenarios. One 1,800-centre sector map.
1,800+GCCs · NASSCOM2026-05-15·9 min - #RenewableAuctionCollapse
Renewable Auction Collapse: When Sub-₹2.5 Tariffs Meet Project Reality
Three composite renewable stakeholders. Three auction-vs-PPA failure modes. One sub-₹2.5 tariff curve.
~₹2.5/kWh solar bid · SECI2026-05-15·9 min - #DefenceExports
Defence Exports: When the Pipeline Meets the Production Line
Three composite defence-export stakeholders. Three production-line scenarios. One ₹22K Cr export pipeline.
₹22K CrFY24-25 exports · MoD2026-05-15·9 min - #CriticalMineralsStrategy
Critical Minerals Strategy: When the Auction Round Meets the Geology
Three composite mining stakeholders. Three geology-vs-policy scenarios. One decade-long production curve.
7-10 yrfirst production · GSI2026-05-15·9 min - #CryptoExchangeCompliance
Crypto Exchange Compliance: When the VDA Tax Meets the FIU Framework
Three composite crypto stakeholders. Three compliance failure modes. One four-layer regulatory stack.
30%VDA flat tax · Finance Act2026-05-15·9 min - #SpiritsPremiumization
Spirits Premiumization: When the Mix Shift Meets the State Excise
Three composite spirits stakeholders. Three state-excise scenarios. One mix-shift premiumization.
~35%P&A volume · ISWAI2026-05-15·9 min - #CoworkingRealEstate
Co-working Real Estate: When the Occupancy Lease Meets the Enterprise Cycle
Three composite co-working stakeholders. Three enterprise-seat scenarios. One IPO-queue cohort.
~70%enterprise share · sector2026-05-15·9 min - #CementConsolidation
Cement Industry Consolidation: When Capacity Outpaces Pricing Power
Three composite cement operators. Three capacity-vs-pricing scenarios. One regional realisation map.
~65%Top-3 share · CMA2026-05-15·9 min - #OTTPricingWars
OTT Pricing Wars: When the Ad-Tier Pivot Meets the ARPU Math
Three composite OTT operators. Three ARPU-vs-content failure modes. One ad-tier pivot.
₹50-180ARPU range · TRAI2026-05-15·9 min - #InsurancePenetrationIndia
Insurance Penetration India: When the Premium Meets the Reach
Three composite insurance stakeholders. Three persistency failure modes. One penetration target.
~3.7%penetration · IRDAI2026-05-15·9 min - #DPDPRulesCompliance
DPDP Rules Compliance: When the Act Meets the Notification
Three composite Data Fiduciaries. Three compliance failure modes. One DPDP rollout.
₹250 Crmax penalty · DPDP §332026-05-15·9 min - #BankingDepositWar
Banking Deposit War: When CASA Loses to Time
Three composite banking stakeholders. Three liability failure modes. One CASA decline.
~38%top private CASA · RBI Stat2026-05-15·9 min - #SolarPVChinaDependency
Solar PV China Dependency: When ALMM Meets the Module Bill
Three composite solar-stack operators. Three import-substitution failure modes. One ALMM list.
~70%China upstream share · ISMA2026-05-15·9 min - #PLISchemeReality
PLI Scheme Reality: When the Outlay Meets the Disbursement
Three composite PLI-cohort operators. Three disbursement failure modes. One ₹1.97 lakh crore policy.
~25%outlay disbursed · DPIIT2026-05-15·9 min - #CreditCardDefaultCycle
Credit Card Default Cycle: When the Unsecured Curve Turns
Three composite consumer-credit stakeholders. Three NPA failure modes. One turning unsecured curve.
~2.2%card NPA · RBI FSR2026-05-15·9 min - #AirlineConsolidation
Airline Consolidation Aftermath: When the Merger Map Settles
Three composite airline operators. Three competitive scenarios. One post-merger Indian aviation map.
~60%IndiGo domestic share · DGCA2026-05-15·9 min - #IndiaAIMissionEconomics
IndiaAI Mission Economics: When the Allocation Meets the Compute
Three composite AI-stack stakeholders. Three GPU-allocation failure modes. One ₹10,372 Cr Mission.
₹10,372 CrMission outlay · MeitY2026-05-15·9 min - #PharmaTariffExposure
Pharma Tariff Exposure: When the US Generic Margin Envelope Tightens
Three composite Indian pharma exporters. Three tariff-passthrough scenarios. One US generic margin envelope.
~40%US generic Rx volume · IQVIA2026-05-15·9 min - #CoachingCentreReckoning
The Coaching Centre Reckoning: When the State Regulates the Industry It Outsourced To
Three composite stakeholders. Three regulatory failure modes. One ₹58,000 crore industry under reform.
~₹58K Crindustry size · sector reports2026-05-14·9 min - #D2CBurnout
The D2C Burnout: When the Funding Round Outlasts the Unit Economics
Three composite D2C scenarios. Three contribution failure modes. One funding-vs-unit-economics gap.
~70%negative margin · m24 · Bain India2026-05-14·9 min - #EVChargingMirage
The EV Charging Mirage: When the Plug Outpaces the Vehicle
Three composite Charge Point Operators. Three utilization scenarios. One infrastructure-vs-vehicle gap.
~7%sector utilization · BEE2026-05-14·9 min - #Tier2RealEstateSurge
Tier-2 Real Estate Surge: When Capital Outruns the Infrastructure Curve
Three composite operators. Three Tier-2 migration scenarios. One infrastructure-curve gap.
+127%Indore land · 18 mo · ANAROCK2026-05-14·9 min - #MSMECreditGap
The MSME Credit Gap: When the Announcement Meets the Underwriting Model
Three composite MSMEs. Three credit failure modes. One underwriting model deciding the line.
~50%formal coverage · RBI FSR2026-05-14·9 min - #QuickCommerceSqueeze
Quick Commerce Squeeze: The Ten-Minute Math
Three composite operators. Three margin profiles. One ten-minute math. Metro density works; Tier-2 does not yet.
₹460metro AOV · sector blend2026-05-15·9 min - #GigWelfareTrap
The Gig Welfare Trap: What the Code Says vs What the Cess Costs
Three composite gig workers. Three failure modes. One Code. The cess is enforceable; the benefit may not be reachable.
7.7 Cre-Shram workforce · MoLE2026-05-14·9 min - #TheHybridHoldout
The Hybrid Holdout
India's Powertrain Patience. The transition is real. The substitution is not.
18.5%CNG PV share · Q1 FY25 · SIAM2026-05-12·10 min - #TheSIPPut
The SIP Put
How retail flows absorbed record FPI selling, and why price discovery now depends on the salaried buyer.
₹1.16L CrFPI outflow Oct–Nov 2024 · NSDL2026-05-12·10 min - #ReelVsReality
Reel vs Reality: India's Performance Gap
Three lives. Three performance gaps. One architecture.
0.75 / 100Kpsychiatrists · WHO rec 32026-05-12·9 min - #StrategicAutonomyParadox
Strategic Autonomy. Or Chokepoint Management?
Three desks in South Block. Three currencies of risk. One paradox dressed as a doctrine.
$135BGulf remittances · FY24 · RBI2026-05-12·9 min - #KheloIndiaReality
Khelo India: What the Public Numbers Don't Show
Three composite athletes. Three failure modes. One scheme.
3.4 / 10panel buy-likelihood2026-05-12·8 min
— The Australian Property Decode
15 published
- #AustralianPropertyAtlas
The Australian Property Decode — Housing Atlas 2026
Eight headline numbers about Australian housing — prices, rents, mortgage stress, auction clearance, the build-to-rent pipeline, the supply shortfall, negative gearing, and migration-driven demand — each decoded into what it actually measures. Synthesises six verified Mirror Briefs (AU-01…AU-06) plus two official-data panels sourced from Treasury, the ATO, the ABS, and NHSAC. The cross-panel finding: every divergence is structural, not error — the confusion lives in the reading.
8decoded headline numbers · AU-01…AU-06 + 2 panels2026-05-21·20 min - #IndexDivergence
The Index Divergence — Why Australia's House-Price Numbers Don't Agree
Australia has three private house-price indices — Cotality (hedonic, daily), PropTrack (hybrid, monthly), and Domain (stratified median, quarterly) — and they routinely disagree. For March 2026 the two that report monthly put national growth at +0.7% and +0.3%: the same market, the same month, roughly 2.3 times apart. The one official ABS price index was discontinued in 2021.
2.3×Cotality vs PropTrack · national March 20262026-05-21·10 min - #RentTwoWays
The Rent, Two Ways — Why the Advertised-Rent Headline Is the New Tenant's Number
Australia measures rent two ways: advertised-rent indices track newly listed tenancies (the flow); the ABS CPI rents component tracks the whole occupied rental stock, sitting tenants included. For the year to March 2026, Cotality put advertised rent growth at +5.7% and the ABS put the whole-stock figure at +3.7% — both rising, roughly two percentage points apart. The headline almost always measures the new tenant.
+5.7% / +3.7%advertised flow vs whole-stock · yr to March 20262026-05-21·10 min - #MortgageStressCohort
The Mortgage-Stress Cohort — Why 1.4 Million in Stress Is Not 1.4 Million Behind
Roy Morgan's 'At Risk' measure placed 1,447,000 mortgage holders — 26.8% — above a modelled repayment-burden threshold in the three months to March 2026. The RBA's observed data to end-2025 records fewer than 1% of housing loans 90+ days in arrears. The two figures sit roughly twenty-five-fold apart because they measure different things: a modelled estimate and an observed count.
~25×modelled stress vs observed arrears · March 20262026-05-21·10 min - #ClearanceRateQuestion
The Clearance-Rate Question — Why the Monday Rate Is Not the Number Cotality Settles On
Australia's weekly auction clearance rate reaches readers as a single Monday percentage — Cotality's combined-capitals preliminary for the weekend ending 17 May 2026 was 57.5%. Cotality publishes a final rate each Thursday; on the verified weekend ending 19 April 2026 the preliminary 60.7% was revised down to 54.9%, a 5.8-percentage-point gap. The denominator also includes withdrawn and passed-in auctions.
5.8 pppreliminary-to-final revision · 19 Apr 20262026-05-21·9 min - #BTRPipeline
The Build-to-Rent Pipeline — Why a $40 Billion Pipeline Is Mostly Not Built Yet
BDO's Australian Build to Rent 2026 report puts the national pipeline at ~51,000 apartments / ~$40.1 billion, reported as one blended figure across all maturity stages. Knight Frank's Q3 2025 stage decomposition of a 70,345-unit pipeline finds only 11,944 units (~17%) delivered and operational — roughly two-thirds had not yet started construction. The pipeline is a plan, not a set of keys.
~17%delivered share · Knight Frank Q3 20252026-05-21·10 min - #HousingShortfallDecoded
The Supply Shortfall — Why a Housing Shortfall Is the Gap Between a Target and a Forecast
NHSAC's State of the Housing System 2026 forecasts 980,000 gross new homes over the National Housing Accord period — 82% of the 1.2 million target, about 220,000 short. The Council frames it as a timing slip: the 1.2 million target reached in September quarter 2030, slightly over a year past the June 2029 deadline. The forecast itself moved: 42,000 higher than the year before.
82%forecast vs target · NHSAC 20262026-05-21·10 min - #VacancyRateDecoded
The Vacancy Rate — What '1.2% Vacant' Counts, and What It Estimates
Australia's rental vacancy rate is a ratio: a counted numerator of vacant rental listings — 35,258 in April 2026 on SQM Research's release — over a modelled denominator, the estimated rental stock interpolated between five-yearly ABS Censuses and never counted monthly. The ABS's 2021 Census separately recorded 1,043,776 unoccupied private dwellings (9.6%) — a stock count of a different thing entirely.
35,258vacant rental listings · April 2026 · SQM2026-05-21·10 min - #AverageHomeLoanDecoded
The Average New Home Loan — What '$724,415' Averages, and What It Hides
The ABS Lending Indicators figure for the March quarter 2026 — $724,415 — is the mean of all new home-loan commitments, blending owner-occupiers ($734,881) and investors ($709,083). It is a mean not a median, a new-loan flow not the existing-mortgage stock, and a national figure laid across a state spread from $481,189 (Northern Territory) to $859,003 (New South Wales): a $378,000 range beneath one headline.
$724,415mean new home loan · ABS March qtr 20262026-05-21·10 min - #ApprovalsNotCompletions
Approvals Are Not Completions — Why a Building-Approvals Rebound Reads the Entry Gate, Not the Exit
Building approvals rose 29.7% in February 2026 (revised to 31.0%) and then fell 10.5% in March, to 17,300. A building approval is a council permit — the entry gate of a three-stage pipeline. In the December quarter 2025 dwelling commencements rose 26.1% year-on-year while completions fell 3.9%. Only completions add a home to the housing stock, and they moved the other way.
−3.9%completions YoY · Dec qtr 2025 · ABS2026-05-21·10 min - #TwelveTrillion
The $12 Trillion Headline — What Australia's Total Dwelling Value Estimates, and What It Is Not
The ABS Total Value of Dwellings for the December quarter 2025 is $12,307.2 billion — an estimated dwelling count of 11,452,200 multiplied by a modelled mean price of $1,074,700. It is gross: households own about $11,821.3 billion of it; net of their $3,191.0 billion of housing debt, the housing equity they hold is about $8.6 trillion, roughly $3.7 trillion below the headline. The aggregate is notional — not cash, not realisable.
$12,307.2 bntotal dwelling value · ABS Dec qtr 20252026-05-21·10 min - #DepositGapDecoded
The Deposit Gap — What 'Years to Save a Deposit' Models, and Why Two Publishers Answer Differently
Two reputable publishers ask the same question and answer it 6.0 years apart: Cotality puts the time to save a 20% deposit at 11.0 years nationally (one median-income household, 15% of gross income, toward the median dwelling); Domain puts it at 5 years and 0 months (a dual-income couple, 20% of post-tax income, toward an entry-level home). Neither is wrong — they model different savers buying different homes.
6.0 yearsgap between two published deposit-timeframe models2026-05-21·10 min - #FivePercentDecoded
The 5% Deposit Scheme — What '5%' Measures, and What It Does Not
Under the Australian Government 5% Deposit Scheme, an eligible first-home buyer can buy a home with a deposit as low as 5% (2% for single parents). '5%' is a minimum deposit ratio: a 5% deposit means a 95% loan, a government guarantee of up to 15% of the property value, and a loan repaid over up to 30 years. Across the scheme's price caps of $400,000 to $1,500,000, 5% is a range of roughly $20,000 to $75,000 — a ratio, not a fixed sum.
5% / 95%deposit / loan split · 5% Deposit Scheme2026-05-21·10 min - #SuperDecoded
A$4.44 Trillion — What One Superannuation Number Conceals
Australian total superannuation assets reached A$4,437.9 billion at 31 March 2026 (APRA). The single number conceals three architectures: an ownership-regime split between pooled APRA-regulated funds and self-directed SMSFs; a stock-vs-flow relationship where a single quarter's revaluation rivals most of a year's net contributions; and a performance test that measures relative benchmark gaps and fees over 10 years, not absolute member loss.
A$4.44tntotal super assets · 31 Mar 20262026-06-05·8 min - #RealUnemployment
The Real Unemployment Gap — Two Quantities, One Idea
In April 2026 the ABS put Australia's unemployment rate at 4.5% (seasonally adjusted, 15+ population); for the same calendar month Roy Morgan's 'real unemployment' estimate was 10.1% (actual/not seasonally adjusted, 14+ workforce). The ~5.6-percentage-point gap is a property of two different defined quantities measuring one labour-market idea — different sample frames, reference windows, and seasonal bases.
4.5% / 10.1%ABS vs Roy Morgan unemployment · Apr 20262026-06-05·8 min
— The Global Decode
06 published
- #HousePriceTruths
One Country, Three 'National' House-Price Truths
Ask how much US house prices are rising year-over-year in early 2026 and three major publishers answer differently — S&P Cotality Case-Shiller +0.7%, FHFA +1.7%, Zillow +0.7%. None is wrong: the Case-Shiller National is built from nine census divisions, the FHFA index covers only conforming GSE-backed mortgages, and the Zillow ZHVI is a modelled typical-value index. Three different populations and methods.
+0.7% / +1.7% / +0.7%Case-Shiller vs FHFA vs Zillow · early 20262026-06-05·8 min - #HDBResaleDecode
The HDB Resale Decomposition — What RPI 203.4 Conceals
Singapore's HDB Resale Price Index reached 203.4 in Q1 2026 — its first quarterly decline since Q2 2019. The index measures a flat's gross market value at a moment, not the seller's net cash: before cash reaches a seller, the outstanding loan is repaid and the CPF principal plus accrued interest at 2.5% p.a. is refunded. A flat up on the index can still hand its owner zero cash.
203.4HDB Resale Price Index · Q1 20262026-06-05·8 min - #HousePriceTriangle
The UK House-Price Triangle — Three Numbers, Three Questions
ONS reports 0.0% (12 months to March 2026), Halifax +0.4% (April 2026), and Nationwide +1.7% (May 2026). All three are correct — they measure different populations, different reference months, and different pipeline stages (completion-registration vs mortgage-approval). One headline question, three defensible answers.
0.0% / +0.4% / +1.7%ONS vs Halifax vs Nationwide · 20262026-06-05·8 min - #GPFGDecode
The GPFG Decomposition — One Fund, Two Correct Returns
Norway's Government Pension Fund Global returned 15.1% measured in its 34-currency basket in 2025 — and 6.00% measured in Norwegian kroner for the identical year. Both are NBIM-published and correct; the gap is the currency-of-measurement choice, not a disagreement about performance.
15.1% / 6.00%GPFG 2025 return · basket vs kroner2026-06-05·8 min - #InflationWedge
The HICP–VPI Wedge — Two Official Inflation Numbers, One Month
For May 2026 (provisional), Destatis reports German inflation at 2.6% (national VPI) and 2.7% (harmonised HVPI / HICP basis) — same month, same statistical office, two index methods, a 0.1-percentage-point wedge (RAOSCAFF arithmetic). The wedge is variable, not a fixed offset: it was 0 pp in April 2026 when both indices printed 2.9%.
2.6% / 2.7%German VPI vs HVPI · May 2026 (provisional)2026-06-05·8 min - #ShuntoWageGap
The Shuntō Wage Gap — The Union's Number, Not the Economy's
Rengō's 2026 shuntō first tally (as-of 23 March 2026) put the union wage settlement at 5.26%; the MHLW Monthly Labour Survey put realised total cash-earnings growth at +3.4% (February 2026 final). The two are two different defined quantities measuring one wage-growth idea — a negotiated large-firm union settlement beside an all-establishment realised-earnings average, ~1.9 points apart.
5.26% / 3.4%Rengō settlement vs MHLW survey · 20262026-06-05·8 min
— Vote
Closes 22 May 2026
What should RAOSCAFF research next?
Five fresh investigation topics — none overlapping the artefacts already published in the Intelligence Library. RAOSCAFF sets the editorial agenda; your vote is a signal we read, not a poll that decides. Briefs publish when the investigation is ready. Quiet count — no live numbers by design.