1967 — Present

Five Generations of the ATM

ATM technology capability evolution — articulating the shift from simple cash dispensing to full-service digital banking terminals. Each era can be read three ways: what the machines could do, who patented the ideas, and who actually built them.

93 verified patents105 manufacturing sites20 manufacturers archived
1967-1980

First Generation

Cash Dispensing

What the machines could do
  • Single-denomination cash dispensing
  • Magnetic stripe card authentication
  • Fixed-amount withdrawals only
  • No screen or minimal LED display
  • Mechanical counters for transaction logging
Machines that defined it
Barclays/De La Rue first ATM (1967)NCR 770 (1977)
Dispenser
Single-pick mechanical dispensers (De La Rue)
Card Reader
Magnetic stripe dip readers
EPP
Mechanical pushbutton keypads (no encryption)
Display
None or simple LED matrix
Receipt
Impact printers or none
Deposit
None
US 3,761,682 — Docutel automatic currency dispenser (Barnes, Chastain, Wetzel), granted 1973
ARCHIVALUS 3,761,682 — Docutel automatic currency dispenser (Barnes, Chastain, Wetzel), granted 1973
US 3,079,603 — Simjian's Bankograph deposit machine, granted 1963
ARCHIVALUS 3,079,603 — Simjian's Bankograph deposit machine, granted 1963
US 3,648,020 — Omron Tateisi cash dispenser, granted 1972
ARCHIVALUS 3,648,020 — Omron Tateisi cash dispenser, granted 1972
Where it was built · 26 documented sites

Baljevac, Serbia · Canton, USA · Dayton, USA · Dundee, United Kingdom · Higashi Sumiyoshi-ku, Osaka, Japan · Himeji, Japan · Honjo, Japan · Inagi, Japan · Irving, USA · Kita-ku, Tokyo, Japan · Linz, Austria · London, United Kingdom

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1980-1995

Second Generation

Multi-Function Terminals

ATMs move from bank lobbies to retail locations. Triton 9500 proves small-format retail ATMs are commercially viable. The independent ATM deployer (IAD) market is born.

What the machines could do
  • Multi-denomination dispensing
  • Balance inquiries and mini-statements
  • Envelope deposit acceptance
  • CRT displays with function keys (FDKs)
  • Electronic journal logging
  • Basic transaction sets: withdraw, deposit, balance, transfer
Machines that defined it
NCR 5070 (early 1980s)Diebold 10xx MDS Series (1985)Diebold i Series (1991)Diebold ix Series (1994)Triton 9500 (1994) — made ATMs viable for non-bank locationsWincor Nixdorf ProCash early models
Dispenser
De La Rue multi-note pick mechanisms, Diebold ExpressBus MMD
Card Reader
Sankyo motorized card readers (MCR series) become industry standard
EPP
DES-encrypted PIN pads emerge (Wincor, NCR proprietary)
Display
CRT → early LCD, monochrome → color
Receipt
Dot matrix → thermal printers
Deposit
Envelope depositories with imaging
NCR ATM family — blueprint rendering from archival product photography
ILLUSTRATIONNCR ATM family — blueprint rendering from archival product photography
Where it was built · 20 documented sites

Carrollton, USA · Fontevivo, Italy · Fukusaki, Japan · Guangming New District, Shenzhen, China · Guangzhou, China · Gumi, South Korea · Hong Kong, Hong Kong SAR, China · Kallang, Singapore, Singapore · Lexington, USA · Lynchburg, USA · Malaga, Spain · Mexico City, Mexico

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1995-2008

Third Generation

Intelligent Deposit & Self-Service

The ATM transforms from cash dispenser to self-service banking terminal. Intelligent deposit eliminates envelopes and provides instant credit. USB modular architecture makes components interchangeable. The independent deployer market explodes — ATMs appear in convenience stores, gas stations, bars.

What the machines could do
  • Envelope-free (intelligent) deposit — cash and checks
  • Bulk note acceptance (50+ notes at once)
  • Check imaging with MICR reading
  • Color touchscreens with marketing content
  • USB peripheral architecture (modular components)
  • Remote diagnostics and self-healing
  • Surcharge-free networks (Allpoint)
  • EMV chip card support begins
Machines that defined it
NCR first intelligent deposit ATM (1989)Diebold Opteva 520/560/720/740/750/760 (2003) — USB architectureTriton 9600/9700 (color screens, advertising)Triton FT5000/RL5000 (2003) — PC-based platformNCR SelfServ 20/30 Series (2008) — Intel dual-core, self-healingWincor Nixdorf ProCash 2000/2100/2150 seriesGenmega G1900/G2500 (2006+) — affordable retail ATMsNautilus Hyosung NH-1800/NH-2700
Dispenser
Dual-dispense (two denominations), high-capacity cassettes (2000+ notes)
Card Reader
Sankyo ICM series (motorized + DIP), EMV chip readers, anti-skimming jitter
EPP
Triple-DES encrypted PIN pads, PCI PTS certified. Wincor EPP V5/V6, NCR EPP
Display
10-15 inch color LCD touchscreens replace CRTs
Receipt
Thermal printers with graphics capability
Deposit
Bulk note acceptors (BNA) — Glory, De La Rue, Hitachi mechanisms
Journal
Electronic journal replaces paper; remote download capability
Software
Windows XP Embedded becomes dominant OS platform
Sankyo motorized card reader (MBR/MCR series) — pen-and-ink rendering from a period catalog
ILLUSTRATIONSankyo motorized card reader (MBR/MCR series) — pen-and-ink rendering from a period catalog
Where it was built · 39 documented sites

Almere, Netherlands · Bartlett (Memphis suburb), USA · Basingstoke, United Kingdom · Beijing, China · Bexbach, Germany · Binan, Laguna, Philippines · Bucheon (formerly Incheon, moved out February 2003); HQ Seoul, South Korea · Budapest, Hungary · Carrollton, USA · Cassis, France · Danville, USA · Durango, USA

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2008-2020

Fourth Generation

Cash Recycling & Digital Banking

Cash recycling is the defining technology shift — a single machine can accept deposits AND dispense cash from the same pool, dramatically reducing CIT (cash-in-transit) costs. ITMs enable banks to extend teller hours without staffing. Branch transformation accelerates as ATMs handle 80%+ of routine transactions. The Diebold-Wincor merger (2016) and NCR split (2023) reshape the competitive landscape.

What the machines could do
  • Cash recycling — deposited notes are re-dispensed
  • Check imaging with instant funds availability
  • Mixed-media deposit (cash + checks in one transaction)
  • Interactive Teller Machines (ITM) with live video
  • Contactless card (NFC) transactions
  • Cardless access via mobile phone
  • Dynamic marketing on screens
  • Predictive maintenance via IoT sensors
  • Branch transformation — ATMs replace teller windows
Machines that defined it
Wincor Nixdorf CINEO C4060 — cash recycling platformNCR SelfServ 80 Series (2015) — smartphone-inspired design, MFRNCR SelfServ 91 ITM (2012) — two-way video tellerDiebold CS Series (post-2016 merger)Diebold Nixdorf DN Series (2019) — cash recycling, Vynamic softwareHyosung Halo (2016) — dominant retail ATMTriton ARGO series (2013) — NFC, e-receiptGlory BRM-10 cash recycling module (used by NCR)Hitachi-Omron SR7500 cash recycling module
Dispenser
Cash recycling modules (CRM) — accept, validate, store, and re-dispense notes. Glory, Hitachi-Omron, Wincor CMD-V5 mechanisms
Card Reader
Sankyo/Nidec Sankyo motorized + contactless NFC combo readers. Anti-skimming: jitter, encrypted heads, throat sensors
EPP
PCI PTS 4.x/5.x certified. AES encryption. Touchscreen EPP options. Wincor EPP V7, NCR EPP with keyguard
Display
15-19 inch HD touchscreens with pinch-zoom. Dynamic marketing panels (18.5" upper display on NCR)
Receipt
Optional (e-receipt via email/SMS). Thermal with QR codes
Deposit
Cash recycling replaces separate deposit modules. Check scanners with AI-assisted MICR/OCR
Software
Windows 10 IoT. Cloud-connected management platforms (NCR AMP, DN Vynamic, DN AllConnect)
Security
Anti-skimming, anti-shimming, encrypted PIN entry, jackpotting countermeasures, logical attack prevention
GRG cash-recycling module — blueprint rendering from archival product photography
ILLUSTRATIONGRG cash-recycling module — blueprint rendering from archival product photography
The ideas underneath
Where it was built · 16 documented sites

Alpharetta, USA · Basingstoke, United Kingdom · Columbus, USA · Glostrup (Copenhagen area), Denmark · Greensboro, USA · Guangdong (municipality not specified), China · Haiphong, Vietnam · Hyogo prefecture (exact plant address not located), Japan · Kazo, Japan · Manaus, Brazil · Sao Paulo state (municipality not established), Brazil · Sao Paulo, Brazil

See all 118 sites on the globe →
2020-present

Fifth Generation

Connected Self-Service Ecosystem

The ATM becomes a node in a connected banking ecosystem rather than a standalone device. ATM-as-a-Service shifts from CapEx to OpEx. AI-driven predictive maintenance reduces downtime to near-zero. Cash recycling is now standard, not premium. The competitive landscape consolidates: NCR Atleos (58% global share), Diebold Nixdorf (post-bankruptcy restructuring), and Hyosung Innovue are the big three. Component suppliers like Glory, Hitachi-Omron, and Nidec Sankyo remain critical to the supply chain.

What the machines could do
  • ATM-as-a-Service (subscription model)
  • Cloud-native software platforms
  • AI-powered predictive maintenance
  • Biometric authentication (palm, iris, facial)
  • Cryptocurrency/Bitcoin ATM convergence
  • Open banking API integration
  • Video-assisted self-service at scale
  • Sustainability focus (energy efficiency, reduced cash handling)
  • Windows 11 IoT Enterprise
Machines that defined it
NCR SelfServ 60 Series (2021) — Scalable Recycler technologyDiebold Nixdorf DN Series V (200V/450V/470V/490V)Hyosung Hero MX5400SE — 15" infinity screenHyosung X Series, Cajera Series (branch transformation)Genmega Nova (2023) — 17" HD touch, full-motion videoNCR Atleos SelfServ 61/62/63/64 recyclers
Dispenser
Scalable Recycler (NCR), next-gen CRM with higher capacity and multi-denomination support
Card Reader
Contactless-first design, NFC standard, biometric add-ons. Card-less transactions via mobile wallet growing
EPP
PCI PTS 6.x. Touchscreen PIN entry. Some markets moving to PIN-on-glass (software EPP)
Display
15-19" Infinity Displays, 4K capable, ambient light sensors, privacy screens
Software
Cloud-connected platforms: NCR AMP, DN Vynamic + AllConnect Data Engine, Hyosung BlueVerse
Security
AI anomaly detection, encrypted communication end-to-end, remote attestation, behavioral analytics
Hitachi finger-vein biometric unit — blueprint rendering from archival product photography
ILLUSTRATIONHitachi finger-vein biometric unit — blueprint rendering from archival product photography
Where it was built · 4 documented sites

Binan, Laguna, Philippines · Markersdorf, Germany · Velbert, Germany · Verona, Italy

See all 118 sites on the globe →

Who Actually Builds an ATM

The brand on the fascia rarely made what is behind it. Component supply chains traced across the five generations.

Card readers (motorized, dip/insertion, swipe, contactless/NFC combo) for ATMs and self-service terminals
Sankyo Seiki Mfg. -> Nidec Sankyo Corp. (2005) -> Nidec Instruments Corp. (April 1, 2023)Dominant merchant OEM of ATM card readers; self-claims ~80% share of card readers built into ATMs. Developed its first magnetic card reader in 1971 and focused on readers for ATM systems. Nidec Corporation became majority shareholder in 2003.
Omron -> Hitachi-Omron Terminal Solutions (JV, operating by Oct 2004) -> Hitachi Channel SolutionsThe other major Japanese merchant OEM of ATM card readers; Omron's 3S4YR family and successor V-series covered swipe, insertion, and motorized hybrid (magnetic+IC) readers for ATMs, CDs, kiosks, and POS. Sold through the worldwide Omron sales network.
MagTekUS maker of magnetic swipe/dip readers; supplied EMV-capable dip readers (I-65, 'CORE') to Triton until 2013, when Triton dropped them ('Magtek EMV Card Readers are not supported in the US Market') in favor of Nidec Sankyo ICM330.
KYTronics (Korea) — probable maker of the TDR-R240NSupplier of the TDR-R240N EMV dip reader that 'now comes with Genmega and Hantle ATMs' and is the standard GenMega/Hantle EMV field-upgrade reader. Attribution to KYTronics is inferred from a reseller SKU slug ('mcr-assy-emv-type-kyt-7916').
GenMega (integrator; readers bought in)Retail/off-premise ATM maker whose spec sheets across 2011-2023 show the retail segment's reader trajectory: dual-head swipe (G1900, 2011, 'upgradable to DIP and EMV') -> 'DIP Type card reader, EMV Optional' (2011-2015) -> 'EMV (DIP type)' standard (2015-2023). Never motorized in this segment.
Supplies
MagTekTriton (I-65 dip reader / CORE EMV reader)
Nidec SankyoTriton (ICM330 EMV dip reader ('EMV 330') — upgrade kits for RL16/23/53, ARGO X2, RL51, Traverse, FT51/RT21, FT53/RT23, 8100/9100 (2014), 9600/9700 (2015); FT53 shipping EMV-ready with Sankyo reader from 2013-08-16)
Nidec SankyoNCR (U-IMCRW motorized reader (NCR PN 445-0704482 = Sankyo ICT3Q8-2R1A0345), used across SelfServ 66xx (6622/6625/6626/6632/6634/6683/6684/6688 etc.))
Nidec SankyoDiebold (Opteva) (Opteva motorized smart card readers 49-209540-000B/C/F and 49-209542-000F cross-referenced to Sankyo ICT3Q8-3A2761)
Cash dispensers & recycling modules
De La Rue Cash Systems (-> Talaris 2008 -> Glory 2012)Independent merchant mechanism maker; the original ATM dispenser supplier (Barclays/De La Rue 1967)
NCR (Dundee, Scotland; plant closed 2009, manufacturing relocated)Vertically integrated integrator - designs and builds its own dispense mechanisms
Diebold (pre-merger)Vertically integrated integrator for dispense-only mechanisms; OEM buyer for recycling
Wincor Nixdorf (-> Diebold Nixdorf 2016)Vertically integrated integrator - the one Western maker that kept recycling engines in-house
Fujitsu (Fujitsu Frontech)Merchant mechanism maker - compact dispensers for kiosks/retail ATMs; NCR deposit-module part numbers carry Fujitsu KD0-prefix codes
Supplies
GloryNCR (BRM-10 banknote recycling module (SelfServ 83/87 BRM-class recyclers, 6683/6687))
Fujitsu (inferred)NCR (GBNA bunch note acceptor / GBRU bunch recycling unit (SelfServ 34/36, 6634) - GBRU parts carry Fujitsu-format KD0xxxx part numbers and refurbishers catalog them as 'NCR Fujitsu GBNA GBRU')
Hitachi-Omron Terminal SolutionsDiebold (pre-merger) (Universal Recycler (TS-M1U1) inside Diebold ECRM/BCRM enhanced cash recyclers; matches Hitachi-Omron UR-series modules in corpus)
in-house (Wincor heritage)Diebold Nixdorf (post-2016) (RM3/RM4 recycling engines (RM4H, RM4V) in DN Series - direct descendants of Wincor's CMD/CINEO recycling line)
Deposit automation & intelligent cash acceptance (envelope depositories, bulk note acceptors, note validators, check-imaging/MICR modules, recycling-integrated deposit modules)
Hitachi-Omron Terminal Solutions (now Hitachi Channel Solutions; US arm was Omron Transaction Systems, Schaumburg IL)Merchant OEM maker of banknote validation + recycling modules; the dominant recycling-module supplier to Western ATM integrators
Fujitsu (Fujitsu Frontech)Merchant OEM maker of bill recycling/acceptance units and dispensers; NCR's recycling-module supplier
Glory (Glory Global Solutions after acquiring Talaris 2012)Note validator and OEM deposit/recycling module maker; consolidated the ex-De La Rue OEM mechanism business
De La Rue Cash Systems (became Talaris 2008 under Carlyle; absorbed into Glory 2012)OEM dispensing/deposit mechanism supplier of the 2nd-3rd generations; named alongside Glory and Hitachi as bulk-note-acceptor supplier of the intelligent-deposit era
GRG Banking (Guangzhou)Integrator that also sells its acceptance modules as a merchant OEM line (banknote acceptors, recyclers, cash+check deposit modules) to kiosk, AFC and self-service integrators
Supplies
Hitachi-Omron Terminal SolutionsDiebold (ECRM/BCRM cash recycling machines incl. bill validator (ZBV1R) and Universal Recycler (TS-M1U1))
Fujitsu FrontechNCR (GSR50 Scalable Cash Recycler / GBRU Global Bill Recycling Unit (NCR part 497-0522696; NCR publishes GSR50 install kits))
NCR (in-house, Dundee/Waterloo engineering)NCR (GBNA bunch note acceptor and SDM scalable deposit module (single-slot mixed cash + check with imaging/MICR))
Diebold (in-house)Diebold (IDM intelligent depository (check imaging + MICR any-orientation) and Opteva BNA/ENA bulk note acceptor (100 notes))
Displays & consumer interface (LED matrix -> CRT+FDK -> LCD -> touchscreen -> large-format multi-touch)
NCR (Dundee) — integrator, display-interface pioneerATM integrator; drove the CRT+color+FDK interface standard in the 1980s and the large-format 'Infinity' multi-touch standard in the 2010s
Zytronic plc (Blaydon-upon-Tyne, UK)Vandal-resistant projected-capacitive (PCT) touch sensor supplier to the ATM industry; self-described NCR supplier ('NCR relies on proven Zytronic touchscreen technology'). Wound down: factory closed May 2025, delisted from AIM May 2025
Elo Touch Solutions (ex Elographics / Elo TouchSystems)Inventor of the 5-wire resistive transparent touchscreen (AccuTouch, 1974); dominant resistive-touch component supplier for self-service/kiosk/POS through the 1980s-2000s
Display Concepts (SunView line, acquired from Palomar Displays 2007)Aftermarket/retrofit supplier of sunlight-viewable ATM monitors — drop-in replacements for 10" CRTs and early 8.4" LCDs across all four major ATM makes
Litemax Electronics (Taipei)Sunlight-readable / high-brightness (800-2000 nit) industrial LCD maker explicitly listing ATMs as a core market
Supplies
ZytronicNCR (Projected-capacitive vandal-resistant touch sensors for ATM/self-service terminals)
Display Concepts (ex Palomar Displays SunView line)NCR / Diebold / Fujitsu / Wincor Nixdorf (installed base, aftermarket) (8.4" sunlight-viewable LED-backlit LCD retrofit monitors replacing 10" CRTs and early 8.4" LCDs)
Third-party ATM parts channel (NextATM, ATMPartMart, CORDatm, Empire ATM Group, etc.)Retail ATM channel (Hyosung/Genmega installed base) (Replacement LCD panels, touch overlays, and AD (display-driver) PCBs sold by machine model rather than by panel maker)
Encrypting PIN Pad (EPP)
Cryptera A/SThird-party EPP OEM — the dominant independent EPP specialist (Denmark, founded 1984)
NCRVendor-proprietary — designs its own EPP modules for its ATM lines (EPP-2/EPP-3/EPP-4 generations, 445-xxxxxxx part numbers)
Wincor Nixdorf (later Diebold Nixdorf)Vendor-proprietary EPP line (EPP V5/V6/V7/V8, 'J6' variants); V8-era units carry Cryptera manufacture markings after the 2016 Diebold merger
Diebold (later Diebold Nixdorf)Integrator that sourced EPPs from Cryptera (from at least 2005), then bought the supplier outright (June 2014)
SZZT Electronics (Shenzhen Zhengtong)Third-party EPP OEM and aftermarket supplier (China); claims first Asian maker with Visa-certified ATM EPP (2005) and PCI-certified 2006 (4th globally)
Supplies
CrypteraDiebold (PCI PED approved EPPs for Diebold US ATMs ('first PCI PED approved EPP for Diebold (US) ATMs', 2005))
CrypteraARCA (EPP 1215 / 1217 / 1218 / 2200 sold through ARCA's OEM components catalog)
CrypteraDiebold Nixdorf (Wincor-heritage ATMs) (Wincor EPP V8 (aftermarket units marked 'CRYPTERA', e.g. PN 01750303455))
SZZT ElectronicsWincor Nixdorf installed base (aftermarket) (ZT596F sold as EPP V6 replacement for C4060 / ProCash 280 / 8000 / 8100)
Receipt & journal printers (impact → dot matrix → thermal; paper journal → electronic journal)
NCRATM integrator with in-house receipt-printer engineering (POS printer heritage); consumables via Systemedia
Diebold (incl. InterBold JV with IBM, 1990s)ATM integrator; engineered its own journal-printer supervision (paper-feed fault detection)
Wincor Nixdorf (Siemens Nixdorf heritage; now Diebold Nixdorf)ATM integrator with its own family of needle (dot-matrix) and thermal printer modules
Hitachi-Omron Terminal SolutionsOEM module supplier — sells printer modules (alongside card readers, finger-vein readers) for third-party integration
OKI (Oki Electric Industry / OKI Data)Dot-matrix printing heritage (Microline line) and full-ATM maker (cash-recycling ATMs for Japan since 1982; ATM-Recycler G7 2009, G8 2017). NOT evidenced as a receipt-mechanism supplier to other ATM makers.
Supplies
Hitachi-Omron Terminal Solutionsthird-party ATM/kiosk integrators (unnamed) (PBM BH188S-S / PEM BH180A-S impact dot-matrix passbook printer modules (RS232C/USB 'for versatile connection with the host'))
Wincor Nixdorf (in-house ND/NP needle and TP thermal printer families)Wincor Nixdorf ProCash ATMs (ND98/ND98D/NP06 journal printers; ND9E/ND9A/NP07 receipt printers; TP07 thermal receipt printer)
NCR (in-house, shared with RealPOS retail printer line)NCR SelfServ ATMs/ITMs (2ST two-sided thermal receipt printer; dual-roll thermal receipt printers)
Swecoin (TTP 2100)IBM / Embross boarding-pass kiosks (adjacent self-service market) (Thermal ticket printer)

Component Evolution Tracks

Cash Dispensing
1960s-1980sSingle-pick mechanical (De La Rue) — one note at a time
1980s-2000sMulti-note friction pick (De La Rue Minimech, Diebold MMD) — 5-10 notes/second
2000s-2010sVacuum pick technology (NCR, Wincor) — faster, fewer jams. Dual-dispense standard
2010s-presentCash recycling modules (Glory BRM, Hitachi SR, Wincor CMD-V5) — accept + dispense from same pool
Card Readers
1960s-1980sManual dip/swipe magnetic stripe readers
1980s-2000sSankyo motorized readers become industry standard (MCR/ICM series). Card capture capability
2000s-2010sEMV chip readers added. Anti-skimming: jitter movement, encrypted read heads
2010s-presentNFC contactless combo readers (Nidec Sankyo). Card-less via QR/NFC mobile. Anti-shimming protection
EPP Pin Pads
1970s-1990sMechanical keypads → DES encrypted PIN pads
1990s-2010sTriple-DES, PCI PTS certified. Major suppliers: Wincor, NCR, Diebold proprietary
2010s-presentAES-256, PCI PTS 5.x/6.x. Touchscreen EPP emerging. PIN-on-glass in pilot
Deposit Technology
1970s-1990sEnvelope deposit — no validation, manual processing
1990s-2000sIntelligent deposit — bulk note acceptors, check scanners, instant imaging
2000s-presentCash recycling eliminates separate deposit module. Mixed-media (cash + check) single slot
Displays
1970s-1980sLED matrix or no display
1980s-1990sCRT monitors with function display keys (FDKs)
1990s-2000s10-12" color LCD, function keys beside screen
2000s-2010s15" touchscreens replace physical FDKs. Color marketing displays
2010s-present15-19" HD Infinity Displays, dynamic marketing upper panels, ambient sensors
Software Platforms
1970s-1990sProprietary RTOS, custom hardware interfaces
1990s-2000sOS/2 → Windows NT/2000 transition. Vendor-specific: Diebold CS Gold, NCR APTRA
2000s-2010sWindows XP Embedded dominant. CEN/XFS standard enables multi-vendor
2010s-2020sWindows 10 IoT. Cloud management platforms emerge
2020s-presentWindows 11 IoT Enterprise. Cloud-native: NCR AMP, DN Vynamic, Hyosung BlueVerse. API-first architecture

Assembled from the atmavailability research corpus: Wayback Machine archives of 20 manufacturers, ~110 patents verified against Google Patents, a 118-facility manufacturing registry built from SEC filings, newspaper archives and corporate histories, and component supply-chain analyses. Sources and confidence levels: research/analysis/.