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    AIM Research · GCC Propensity Model v2.1

    The Whitespace Illusion

    We screened 1,736 mid-market multinationals to find the companies most likely to open a Global Capability Centre in India. Seven in ten of the best candidates had already built one — and nobody's database knew.

    AIM Research · Mid-Market GCC Propensity Model v2.1 · August 2026

    0
    companies screened
    0
    India GCCs classified
    0%
    of top prospects already had one
    0
    genuine prospects left
    Chapter one

    From 1,736 to 25

    A propensity model is only as good as the population it starts from — and the exclusions it can see.

    The screen, step by step

    Band width is proportional to the number of companies.

    1,736Theuniverse159Alreadybuilding1,569Eligibleonpaper90Verifiedindepth25Genuineprospects
    Source: AIM Research frozen universe and AIM GCC Explorer, August 2026.
    The universe

    We began with every listed mid-market multinational we could enumerate across 25 GCC source markets — revenue between $100m and $1bn, real operations in at least two countries beyond home — plus a curated sweep of private and PE-owned companies. 1,736 names.

    Already building

    Then we removed anyone who had already built. AIM's own GCC Explorer, 1,761 India centres resolved to their ultimate parents, caught 96. Independent verification of the highest-scoring names caught another 63 that the database had never recorded.

    Eligible on paper

    That left 1,569 companies that looked, on paper, like whitespace.

    Verified in depth

    Looking right on paper is not the same as being right. We took the 90 highest-scoring candidates and verified each one by hand — careers boards, filings, registry records, local press.

    Genuine prospects

    Twenty-five survived.

    The screen, step by step

    Band width is proportional to the number of companies.

    1,736Theuniverse159Alreadybuilding1,569Eligibleonpaper90Verifiedindepth25Genuineprospects
    Source: AIM Research frozen universe and AIM GCC Explorer, August 2026.
    Chapter two

    Seven in ten were already gone.

    What hand-verification found among the 90 best candidates

    63 companies with an India capability centre that no GCC database lists.

    Already had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAlready had an India GCCAnnounced, not yet openGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespaceGenuine whitespace
    63 · Already had an India GCC
    1 · Announced, not yet open
    26 · Genuine whitespace
    Source: AIM Research manual verification of the 90 highest-scoring candidates, August 2026.

    TeamViewer, Germany — US$828m revenue

    Our own first-pass model ranked it an eligible prospect. It isn't. TeamViewer's Noida capability centre arrived with its $720m acquisition of 1E in early 2025 — inherited, not announced. It runs global DEX support and India-based global product management. There was never a press release for a database to index. This is the failure mode: GCCs that arrive through M&A are invisible to every screen built on announcements.

    Chapter three

    The signal that pointed the wrong way

    The strongest-looking predictor in the screen turned out to predict the opposite of what we were looking for.

    Flagged for India activity, by what they turned out to be

    Verification set of 90 companies.

    Already had a GCCGenuine prospectFlagged "likelyIndia activity"Not flagged4122225
    Source: AIM Research verification set, n=90 companies, August 2026.

    During screening we flagged companies that showed signs of India activity — a development centre mentioned in passing, engineering roles in Bengaluru, an office on a locations page. It looked like the strongest available proxy for propensity.

    Of the 43 companies carrying that flag, 41 already had a Global Capability Centre. The signal was 95% accurate — at predicting the opposite of what we wanted.

    The real whitespace marker is quieter: India adjacency without capability activity. A sales office. A plant. An outsourcing contract. Presence that lowers the cost of entry without being the thing itself.

    Flagged for India activity, by what they turned out to be

    Verification set of 90 companies.

    Already had a GCCGenuine prospectFlagged "likelyIndia activity"Not flagged4122225
    Source: AIM Research verification set, n=90 companies, August 2026.
    Chapter four

    Where the work actually is

    Industry is the single strongest external prior in the model — an eleven-fold spread between the top and bottom of the table.

    India GCC penetration by industry

    Share of screened companies in each industry that already run an India capability centre.

    Software & SaaSn=43151.7%Professional & Business Servicesn=18840.4%Insurancen=1030.0%Fintech & Financial Servicesn=11125.2%Telecom, Media & Information Servicesn=11124.3%Healthcare & Life Sciencesn=1597.5%Industrial Manufacturing & Engineeringn=6656.9%Energy & Utilitiesn=596.8%Logistics & Transportationn=385.3%Consumer & Retailn=2374.6%An eleven-fold spread. Industry is the strongest external prior in the model.
    Source: AIM GCC Explorer (1,761 entities classified to parent) and AIM Research frozen universe, August 2026.
    Chapter five

    The geography of adoption

    Home market matters almost as much as industry. American software has colonised India; Japanese industry has barely arrived.

    India GCC penetration across the 25 source markets

    Choropleth and dot plot show the same measure: the share of screened companies with an India centre.

    Loading map…110
    0%20%40%60%LuxembourgTHIN SAMPLE (n=5)United StatesIrelandUnited KingdomDenmarkCanadaIsraelGermanyNetherlandsBelgiumSwitzerlandSpainAustraliaSingaporeNorwayItalyFranceSwedenFinlandJapanSouth KoreaAustriaNew ZealandPortugalTHIN SAMPLE (n=6)IcelandTHIN SAMPLE (n=5)

    Dot area is proportional to the number of companies screened in that market. Markets with fewer than 10 screened companies are shown faded; their percentages are unstable.

    Source: AIM GCC Explorer and AIM Research frozen universe across 25 source markets, August 2026.
    “American software companies have colonised India. Japanese industrials, at 2.2%, have barely begun — 178 companies, four centres.”
    Chapter six

    How the model works

    Four dimensions, 29 metrics, one weighted score. Structure alone is not enough, and old news cannot masquerade as movement.

    The four dimensions and their weights

    Propensity = 15%A + 30%B + 25%C + 30%D.

    A
    Market & Peer Propensity
    15%

    Do this company's country and industry peers actually use India?

    5 metrics

    B
    Company GCC Capacity
    30%

    Is there enough transferable global knowledge work to justify a centre?

    8 metrics

    C
    India Functional & Economic Fit
    25%

    Can India credibly do this company's specific work, at a real cost advantage?

    8 metrics

    D
    Establishment Momentum
    30%

    Is anything actually moving — hiring, leadership, entities, stated intent?

    8 metrics

    Propensity = 15%A + 30%B + 25%C + 30%D. Momentum evidence decays with age — signals from the last 12 months count in full, 13–24 months at three-quarters, 25–36 at half, older than that at a quarter. A company cannot score well on structure alone, and old news cannot masquerade as movement.

    Source: AIM Research, Mid-Market GCC Propensity Model v2.1.

    C6 counts backwards.

    A mature offshore centre in Kraków or Manila proves a company can run distributed capability — and simultaneously means India has less to add. The same fact is deliberately scored twice, with opposite signs.

    Chapter seven

    Momentum is the scarce ingredient

    These companies can run a capability centre in India. Almost none of them is doing anything about it.

    Three of the twenty-five — MeridianLink, Brainlab and Propel Holdings — have no offshore location anywhere in the group. They are the only companies in the study for which India would not be a second choice.

    Capacity versus momentum, 25 prospects

    Dot area is proportional to revenue.

    Ready and movingNot ready, movingReady, staticNeitherCapacity (B) →↑ Momentum (D)average momentum: 12.8 / 100
    Source: AIM Research scoring of the 25 verified prospects, August 2026.

    Across all 25 survivors, the Establishment Momentum dimension averages 12.8 out of 100. Capacity averages 76.5. These are companies entirely capable of running a capability centre in India, showing almost no sign of doing it.

    That is not a scoring artefact. It is the finding. The companies with real India momentum have already built — which is precisely why they are not in this list. One company, AppsFlyer, sits in the quadrant where capacity and movement meet, and even that is a borderline call.

    The rest built somewhere else.

    Capacity versus momentum, 25 prospects

    Dot area is proportional to revenue.

    Ready and movingNot ready, movingReady, staticNeitherCapacity (B) →↑ Momentum (D)average momentum: 12.8 / 100
    Source: AIM Research scoring of the 25 verified prospects, August 2026.
    Where they built instead

    The incumbent alternatives named in the research. Every one of them is a function India could have absorbed. Select a location to filter the ranking below. Source: AIM Research scoring of the 25 verified prospects, August 2026.

    Chapter eight

    The ranking

    Twenty-five companies that survived every filter. Click any row for the case and the counter-case.

    The 25 genuine India GCC prospects

    Sortable by any numeric column; filter by industry or source market.

    The 25 genuine India GCC prospects, ranked by propensity score.
    CompanyCountryIndustryDimensionsHorizonPriorityConfidence
    1AppsFlyerIsraelSoftware & SaaS500
    Last public FY
    		73.1
    a
    b
    c
    d
    		0–2 yearsP1Medium
    Why India

    Bangalore has quietly crossed from India-market sales into global-scope delivery — running AP for the global finance team and documentation for the global product-knowledge team. The capability seed already exists.

    Why now

    A $1B recapitalisation at a reduced $2.7B valuation, following 2025 layoffs and a failed sale, hands new strategic owners a clear margin mandate over the next 12-18 months.

    Top signals
    • ·Bangalore already delivers global finance AP and global product-documentation work
    • ·Third-largest hiring site globally; company's own ad cites rapid Bangalore growth
    • ·Both capability hubs, Israel and Kyiv, sit in conflict-exposed geographies
    Top counter-signals
    • ·Zero India R&D roles; all engineering hiring in Herzliya and Kyiv
    • ·India leadership is a commercial country manager, not a capability site head
    • ·Kyiv already absorbs low-cost engineering; 2025 layoffs and ownership in flux
    2SitecoreUnited StatesSoftware & SaaS500
    Estimate
    		64.4
    a
    b
    c
    d
    		2–3 yearsP2Medium
    Why India

    Deepest .NET/Azure and Sitecore-certified talent pool globally, already staffing its own partner ecosystem, at roughly 3.5-4x below US loaded cost for a company under PE margin pressure.

    Why now

    Scrunch integration and a new-CEO AI platform rebuild under EQT cost discipline — but capacity decisions are currently flowing to Kuala Lumpur, not India.

    Top signals
    • ·Proven GBS playbook: KL hub runs engineering, F&A, IT, HR
    • ·Vast India Sitecore-certified talent pool via EPAM, FPT, Altudo
    • ·PE-owned turnaround with live M&A integration and cost focus
    Top counter-signals
    • ·Kuala Lumpur absorbs exactly the functions India would take
    • ·Zero India openings across 38 live roles; Gurgaon sales-only
    • ·Headcount down ~10% — company contracting, not scaling
    3JamfUnited StatesSoftware & SaaS627
    Last public FY
    		62.7
    a
    b
    c
    d
    		3–5 yearsP2Medium
    Why India

    Bengaluru offers a roughly 3.5x cost step-down from US engineering and far deeper scale than Jamf's Polish and Czech hubs, on top of an existing Karnataka subsidiary, country head and endpoint-management talent cluster.

    Why now

    Francisco Partners' January 2026 take-private typically triggers an 18-24 month operating-model and margin programme; the 2027 India compliance cloud separately deepens local operational familiarity ahead of any capability decision.

    Top signals
    • ·Pure SaaS with six-plus transferable functions and a proven nearshore captive playbook
    • ·Existing Bengaluru subsidiary, country head and Karnataka entity cut entry friction
    • ·Francisco Partners take-private creates margin and operating-model pressure
    Top counter-signals
    • ·Zero India capability openings; India hiring has been sales-only for years
    • ·Poland and Czechia nearshore engineering hubs already absorb product engineering
    • ·Apple and macOS platform engineering talent comparatively scarce in India
    4Unit4NetherlandsSoftware & SaaS540
    Estimate
    		59.1
    a
    b
    c
    d
    		Longer-termP3Medium
    Why India

    ERP engineering, cloud operations and multilingual support are archetypal India GCC work; India adds cost depth beyond European nearshore and follow-the-sun coverage for a 23-country customer base.

    Why now

    New CEO Simon Paris and COO Stuart Nash are consolidating IT and customer success under a 2030 growth plan targeting EUR 1bn revenue - a classic moment for a location review.

    Top signals
    • ·Pure software business; ERP engineering functions deeply proven in India GCCs
    • ·New CEO and COO centralising IT and customer success for 2030
    • ·Strong TA Associates backing behind a EUR 1bn revenue ambition
    Top counter-signals
    • ·Three mature European hubs already absorb all offshore engineering and support
    • ·Zero India openings among 44 roles across ten countries
    • ·No India entity, office or public India intent of any kind
    5SumUpUnited KingdomFintech900
    Estimate
    		58.8
    a
    b
    c
    d
    		Longer-termP3Medium
    Why India

    India adds payments-engineering and regulated KYC scale that Sofia cannot supply indefinitely, at roughly a third of Berlin cost, inside a dense BFSI GCC ecosystem.

    Why now

    IPO preparation and EU/UK banking licence applications expand compliance, KYC and finance workloads, forcing a capacity decision beyond current European hubs.

    Top signals
    • ·Mature multi-hub model already runs global engineering, KYC and accounting offshore
    • ·398 live roles; IPO-track growth and banking licence build-out
    • ·Payments engineering, KYC and finance are proven India GCC functions
    Top counter-signals
    • ·Zero India roles among 398 openings; no entity or office
    • ·Sofia and Barcelona already absorb the exact target functions cheaply
    • ·No SumUp executive has ever publicly mentioned India
    6BelieveFranceMedia & Information1,070†
    At band ceiling
    		58.3
    a
    b
    c
    d
    		3–5 yearsP3Medium
    Why India

    Believe already runs a 300-plus Mumbai operation and owns Indian labels; global content operations, royalty accounting and data engineering could be layered onto that base at roughly a third of French loaded cost.

    Why now

    Post take-private under EQT/TCV, Believe is pursuing aggressive automation and efficiency plans to lift EBITDA margin from 6.8% toward 15% - the standard window for a shared-services location review.

    Top signals
    • ·300+ Mumbai staff and owned labels give deep India operating familiarity
    • ·PE take-private with 6.8% to 15% margin target drives automation and centralisation
    • ·Content ops, royalty accounting and data are highly India-transferable
    Top counter-signals
    • ·Revenue at band ceiling; FY2025 growth likely pushes it out of scope
    • ·India unit is purely domestic artist services with no global scope
    • ·No India tech or shared-services hiring, leadership or GCC intent found
    7DarktraceUnited KingdomSoftware & SaaS626
    Estimate
    		58.0
    a
    b
    c
    d
    		3–5 yearsP3High
    Why India

    Cambridge-concentrated R&D and a 24x7 global SOC model both need lower-cost, follow-the-sun capacity. Bengaluru's cyber GCC cluster already supplies exactly this to Sophos and Arctic Wolf.

    Why now

    Thoma Bravo take-private (Oct 2024) plus Cado and Mira integrations create the classic PE margin-and-operating-model reset window, with location review typically 18-30 months post-close.

    Top signals
    • ·Thoma Bravo-owned; PE sponsors actively pushing portfolio companies toward India GCCs
    • ·Bengaluru cyber cluster proven: Sophos, Arctic Wolf, Palo Alto precedents
    • ·2,400 staff, six-plus transferable functions, no low-cost delivery location anywhere
    Top counter-signals
    • ·Zero India openings among 88 live roles; no India office facet
    • ·R&D deliberately concentrated in Cambridge; The Hague only minor second site
    • ·No India leadership, entity signal or public intent since 2016
    8iFAST CorporationSingaporeFintech403
    Unverified
    		56.9
    a
    b
    c
    d
    		3–5 yearsP4Low
    Why India

    iFAST's platform engineering, fund transaction operations and compliance work are core India BFSI GCC functions; India offers scale and cost depth beyond Malaysia, plus GIFT City fit for a wealth platform.

    Why now

    No near-term trigger identified - growth is product-led (ePension, iFAST Global Bank, Alipay+ payments) with no cost-transformation program or documented capacity constraint.

    Top signals
    • ·Singapore financial services offshore to India by default; BFSI GCC precedent overwhelming
    • ·Existing ~41% India associate gives regulatory and management familiarity
    • ·Platform engineering, fund operations and compliance are highly India-transferable
    Top counter-signals
    • ·Malaysia and China already absorb lower-cost operations and development support
    • ·No India capability hiring, leadership or GCC intent found anywhere
    • ·India entity is a minority associate for domestic distribution only
    93ShapeDenmarkHealthcare & Life Sciences400
    Estimate
    		56.5
    a
    b
    c
    d
    		3–5 yearsP4Medium
    Why India

    India de-risks a Kyiv-concentrated shared-services and R&D base, offers roughly 3-3.5x Danish cost relief, and matches 3Shape's computer-vision and medical-device software needs with an entity already in Mumbai.

    Why now

    Wartime concentration risk in Ukraine plus a new CFO (May 2026) and product-strategy SVP (January 2026) reopening the operating-model and footprint question.

    Top signals
    • ·Mature offshore operator: Kyiv runs seven shared-service and R&D departments
    • ·Existing Mumbai entity since 2024 lowers entry friction materially
    • ·Ukraine concentration risk builds a strong second-hub continuity case
    Top counter-signals
    • ·Kyiv, Skopje and Szczecin already cover the transferable functions
    • ·Zero India roles across 67 openings; India absent from location filter
    • ·Mumbai entity is wholesale-trade classified — sales, not capability
    10GeotabCanadaSoftware & SaaS600
    Estimate
    		55.7
    a
    b
    c
    d
    		3–5 yearsP4Medium
    Why India

    Geotab has no low-cost, follow-the-sun delivery node. India offers automotive-embedded plus cloud-data talent at ~3x cost advantage for its telematics stack and 24/7 fleet support load.

    Why now

    No near-term trigger identified. Product expansion and a May 2026 acquisition create capacity pressure, but engineering expansion decisions kept going to Metro Detroit and Europe.

    Top signals
    • ·Tech-is-the-business platform: 6M vehicles, 100B data points daily
    • ·14-country footprint with four regional head offices
    • ·Already hires in lower-cost Lisbon and Mexico; offshore-willing
    Top counter-signals
    • ·Zero India presence or hiring across 107 live requisitions
    • ·May 2026 engineering expansion chose Metro Detroit, not offshore
    • ·Lisbon and Mexico already absorb cost-arbitrage delivery work
    11Aviat NetworksUnited StatesIndustrial Manufacturing435
    Audited
    		55.3
    a
    b
    c
    d
    		Longer-termP4High
    Why India

    An India entity and offices already exist, and India offers the deepest RF/microwave and embedded talent pool for its stack, at ~3.5-4x US cost advantage for support, QA and finance work.

    Why now

    FY2025 restructuring to 'align cost structure' plus NEC-transaction and 4RF integration are live, and flat FY2026 revenue with thin margins sharpens the cost case.

    Top signals
    • ·India subsidiary and Gurgaon/Mumbai offices already exist
    • ·Over 75% of product development already sits outside the US
    • ·Restructuring plus two M&A integrations underway since FY2025
    Top counter-signals
    • ·Slovenia/NZ hubs (225 staff) absorb engineering at ~1.5-2x gap
    • ·Zero India roles among 28 live requisitions, Aug 2026
    • ·Legacy FEMA enforcement action against Aviat India subsidiary
    12QuantexaUnited KingdomSoftware & SaaS130
    Unverified
    		55.0
    a
    b
    c
    d
    		3–5 yearsP4Medium
    Why India

    Entity resolution and financial-crime analytics for banks demand large Scala/Spark and AML-domain delivery teams, India's deepest pool, plus a cost step below Malaga as implementation volume scales across APAC and the Middle East.

    Why now

    No near-term trigger identified. Quantexa is in funded growth mode with no restructuring, no disclosed capacity constraint and no India signal; the pull is structural rather than event-driven.

    Top signals
    • ·Scala, Spark and AML domain needs map onto India's deepest talent pools
    • ·Implementation-heavy BFSI delivery model scales naturally offshore; no India footprint yet
    • ·Well funded: USD 175M Series F at circa USD 2.6B valuation
    Top counter-signals
    • ·Zero India entity, office, hiring or leadership signal of any kind
    • ·Malaga tech hub and Kuala Lumpur already absorb offshore engineering and delivery
    • ·UK-to-India cost ratio only about 2.5-3x, weakening the arbitrage case
    13RELEX SolutionsFinlandSoftware & SaaS220
    Estimate
    		55.0
    a
    b
    c
    d
    		3–5 yearsP4Medium
    Why India

    India hosts the world's densest retail supply-chain planning talent pool — Blue Yonder, o9 and Kinaxis GCCs — matching RELEX's implementation-heavy delivery model at roughly 2.5-3x below Finnish loaded cost.

    Why now

    Record first-half 2026 growth and an agentic-AI platform build strain Helsinki and Stockholm hiring against Finland's documented developer shortage.

    Top signals
    • ·Record H1 2026 growth; 2,300 staff, delivery-heavy implementation model
    • ·India is the densest retail supply-chain planning talent pool globally
    • ·Blackstone-backed with capital to fund a captive build
    Top counter-signals
    • ·Lisbon, Barcelona, Warsaw and Mexico already serve as cost nodes
    • ·India absent from a 32-location careers filter; no entity
    • ·No India leadership, hiring or public intent whatsoever
    14MeridianLinkNo offshore alternativeUnited StatesSoftware & SaaS316
    Audited
    		53.3
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    MeridianLink runs 100% of its engineering in the US at ~4x India cost, with no offshore node at all. Lending-software work has deep India precedent, making India the natural first offshore build.

    Why now

    Centerbridge closed its $2.0B take-private in Oct 2025 and refreshed the board in Apr 2026 to accelerate investment; PE-owned mid-market software is the current India GCC wave.

    Top signals
    • ·Pure whitespace: zero offshore footprint, 100% US delivery
    • ·New PE owner (Centerbridge, $2.0B) with margin mandate
    • ·R&D-heavy hiring entirely in the costliest labour market
    Top counter-signals
    • ·Fully-remote US-only culture; all 29 reqs 'US Remote'
    • ·No India entity, hiring or stated intent whatsoever
    • ·Private since Nov 2025: disclosure now minimal, signals hard to detect
    15American SuperconductorUnited StatesIndustrial Manufacturing299
    Audited
    		52.2
    a
    b
    c
    d
    		Longer-termP4High
    Why India

    AMSC already operates in India and depends on it commercially — Inox Wind is 15% of revenue. Engineering design support and finance operations offer roughly 4x cost arbitrage against Massachusetts loaded costs.

    Why now

    Revenue grew 34% to $299M with record orders, while four acquisitions since 2021 leave duplicated back-office and engineering support that a consolidation programme would naturally address.

    Top signals
    • ·Revenue up 34% to $299M with record Q1 orders and backlog
    • ·Serial M&A (NWL, Comtrafo) driving corporate finance consolidation now
    • ·India is largest customer market: Inox Wind at 15% of revenue
    Top counter-signals
    • ·Zero India openings; all 11 live vacancies US manufacturing and engineering
    • ·Noida site is local-market sales and field service for Inox, not capability
    • ·Only 1,195 employees, majority manufacturing; strategy is US onshoring
    16ContentsquareFranceSoftware & SaaS300
    Estimate
    		51.9
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    India offers engineering and analytics depth that Paris and Tel Aviv cannot match on cost, plus APAC timezone cover for a customer base spanning Singapore, Sydney and Tokyo.

    Why now

    No near-term trigger identified. Leadership refresh and AI product pivot are growth-oriented, but low hiring volume and no post-2022 funding suggest capital restraint.

    Top signals
    • ·Proven offshore muscle: Wroclaw finance operations, Cairo demand generation, Tel Aviv R&D
    • ·Product analytics stack matches an exceptionally deep Indian talent pool
    • ·Fifteen offices across three regions; genuine multi-hub operating model
    Top counter-signals
    • ·Only 28 live roles globally, none in India: hiring is contracting
    • ·No new funding since 2022; capital discipline limits new-site appetite
    • ·Wroclaw and Cairo already absorb the cheapest transferable functions
    17BrainlabNo offshore alternativeGermanyHealthcare & Life Sciences470
    Estimate
    		51.6
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    Brainlab has no low-cost engineering location at all, while its exact discipline — regulated medical-imaging and navigation software — is one of the most heavily proven India GCC capabilities via Siemens Healthineers, Philips and GE HealthCare.

    Why now

    No near-term trigger identified. Founder-owned, Munich-concentrated, no restructuring, cost programme or capacity constraint surfaced in this research pass.

    Top signals
    • ·True whitespace: no offshore capability location and no incumbent alternative anywhere
    • ·Bengaluru medtech GCC cluster proven by Siemens Healthineers, Philips, GE HealthCare
    • ·Active India subsidiary since 2012 plus new Bengaluru clinical centre with KIMS
    Top counter-signals
    • ·Zero India openings among 48 live roles; all R&D concentrated in Munich
    • ·Founder/family-owned and Munich-centric; no transformation or cost trigger found
    • ·All international sites are sales or clinical support only — no distributed capability model
    18FexcoIrelandFintech208
    Sources conflict
    		51.1
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    Fexco's payments processing, AML/KYC and multilingual support workload is exactly what India GCCs deliver, at roughly 3x cost advantage versus Irish loaded cost, with far deeper talent supply than rural Kerry.

    Why now

    No near-term trigger identified. Income grew 8% in 2024 with flat profits; no transformation programme, capacity constraint or location review is disclosed.

    Top signals
    • ·14-country footprint already includes Poland and Philippines nodes
    • ·Large transaction-processing and AML workload is highly India-portable
    • ·Shared-services DNA: sells outsourced financial processing commercially
    Top counter-signals
    • ·No India in careers location filter; zero India vacancies
    • ·Job-creation commitments deliberately anchored to rural Kerry, Ireland
    • ·Poland and Philippines already serve as lower-cost delivery nodes
    19Propel HoldingsNo offshore alternativeCanadaFintech520
    Estimate
    		50.4
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    A lender growing 26% still runs contact centre, collections, engineering and analytics almost entirely from Toronto at roughly 3-4x India cost, against deep consumer-lending operations precedent in Bengaluru, Pune and Hyderabad.

    Why now

    Growth is outrunning the single-site model, with record originations, CLAB up 23% and Lending-as-a-Service up 150%, but Propel is currently absorbing that pressure through AI productivity rather than new locations.

    Top signals
    • ·Growing 26% with record originations, straining a single-site Toronto operating model
    • ·Clean whitespace: no offshore or captive location anywhere in the group
    • ·Strongly profitable and listed, with ample capacity to fund a build
    Top counter-signals
    • ·AI explicitly substituting for headcount: loans per representative up 30% YoY
    • ·Knowledge work entirely Toronto-centric; only two countries of physical operation
    • ·Zero India entity, hiring, leadership or intent signal of any kind
    20AcronisSwitzerlandSoftware & SaaS450
    Estimate
    		50.3
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    India would give Acronis an Asia-hours SOC/MDR shift, cheaper QA and support scale, and proximity to a fast-growing India MSP channel that already grew ~90%.

    Why now

    24/7 MDR service launched April 2026 and the AI-native delivery redesign create a coverage and cost question; no India-specific decision or evaluation is on record.

    Top signals
    • ·24/7 MDR launch creates genuine follow-the-sun SOC coverage need
    • ·India revenue up ~90%; Mumbai entity and partner base already established
    • ·Culturally offshore-native: essentially all R&D already outside HQ country
    Top counter-signals
    • ·Sofia, Belgrade, Bucharest R&D cost only ~1.3-1.8x India — weak cost case
    • ·Singapore R&D centre already holds the APAC capability mandate
    • ·Only 9 live global reqs and zero in India; hiring restraint evident
    21Go1AustraliaSoftware & SaaS110
    Estimate
    		49.7
    a
    b
    c
    d
    		Longer-termP4Low
    Why India

    India pairs deep full-stack and AI engineering with a very large instructional-design and English content-operations workforce, the two capabilities Go1's marketplace consumes most heavily.

    Why now

    No near-term trigger identified. The contextual-learning pivot and IPO ambitions raise engineering demand, but Vietnam remains the default destination for incremental capacity.

    Top signals
    • ·Content operations and curation map exceptionally well to Indian delivery
    • ·Remote-first across 19 countries; low friction to add a location
    • ·Australian corporates have strong India captive precedent (ANZ, Macquarie, Telstra)
    Top counter-signals
    • ·Vietnam, Malaysia and South Africa already cover low-cost engineering and operations
    • ·No India roles, entity or executive mention; smallest company in cohort
    • ·No new funding since 2023; edtech valuations compressed
    22InstructureUnited StatesSoftware & SaaS530
    Estimate
    		48.8
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    India could add Rails/AWS engineering depth and 24/7 scale beyond Budapest and Manila, at lower cost than either, for a Canvas platform serving 19 APAC countries.

    Why now

    No near-term India trigger identified; the Asia capability decision was made in favour of Manila in August 2025 and breach remediation now dominates the agenda.

    Top signals
    • ·Proven multi-hub operator: Budapest R&D, Manila services, Mexico analytics
    • ·Tech-native SaaS with six-plus India-deliverable functions at scale
    • ·KKR ownership plus Parchment integration create centralisation mandate
    Top counter-signals
    • ·Manila Asia hub (~200 roles, Aug 2025) already claims the Asia mandate
    • ·Zero India openings among 44 live roles; India absent from footprint
    • ·May 2026 Canvas breach and KKR lawsuits absorb management bandwidth
    23Coda PaymentsSingaporeFintech168
    Sources conflict
    		48.0
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    India offers Coda the world's deepest payments and risk-engineering talent pool plus proximity to a vast mobile-gaming top-up market where Codashop already has consumer brand recognition.

    Why now

    Recharge integration and the May 2026 MAS licence create a platform-consolidation window, but no India capability decision is on record and the 2022 ED case remains an unresolved deterrent.

    Top signals
    • ·Deepest India talent fit of the batch: UPI-era payments and risk engineers
    • ·Mumbai entity, India Country Manager and known Codashop consumer brand
    • ·Recharge integration plus MAS licence create a platform-consolidation moment
    Top counter-signals
    • ·India ED money-laundering probe froze INR 68.53 crore in 2022 — regulatory overhang
    • ·Bangkok engineering hub costs roughly what India would; weak cost case
    • ·FY2024 revenue declined to US$167.8M; still loss-making, cost-constrained
    24Coveo SolutionsCanadaSoftware & SaaS148
    Estimate
    		45.3
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    All 748 staff sit in high-cost Quebec and Western Europe; India offers 2.5-3x cost relief plus deep ML/information-retrieval talent and the APAC timezone coverage Coveo entirely lacks today.

    Why now

    FY2026 net loss and a 48% market-cap decline force margin repair just as record bookings demand more delivery capacity — but no India signal has yet emerged.

    Top signals
    • ·Clean whitespace: no offshore alternative anywhere to compete with India
    • ·Record FY2026 bookings alongside losses forces cheaper delivery capacity
    • ·Pure AI-search software; all work is remotely deliverable
    Top counter-signals
    • ·748 employees — sub-scale for a viable 50+ FTE captive
    • ·Quebec R&D tax credits actively anchor engineering at home
    • ·No India entity, office, hiring or executive mention whatsoever
    25Kapsch TrafficComAustriaIndustrial Manufacturing499
    Estimate
    		44.3
    a
    b
    c
    d
    		Longer-termP4Medium
    Why India

    India offers Kapsch a cost step-down below its Bulgarian and Polish rates for ITS software and back-office work, plus engineering proximity to a newly opened C-ITS and tolling market.

    Why now

    A binding creditor restructuring signed 26 July 2026 commits Kapsch to comprehensive cost and efficiency measures through March 2028 — but the same distress removes capital for a new site build.

    Top signals
    • ·Creditor-mandated cost programme running to March 2028 forces location review
    • ·Won India's first C-ITS project (Delhi highway, May 2026) — live market entry
    • ·Gurugram entity already registered; NCR proximity to NHAI and MoRTH
    Top counter-signals
    • ·Financially distressed: creditor standstill, dividends suspended, assets being sold
    • ·Sofia and Warsaw already provide the low-cost engineering base
    • ·Zero India hiring; Gurugram entity is only a law-firm registered address

    † Above the stated band. FY2024 of €988.8m converts to ~$1.07bn; FY2025 guidance implies ~$1.20bn, which would take Believe out of scope.

    Source: AIM Research, Mid-Market GCC Propensity Model v2.1, August 2026. Revenues are latest reported or estimated where private.
    Chapter nine

    What this does and doesn't tell you

    Not the whole world.

    1,736 companies is a defensible screen of listed mid-market MNCs across 25 markets plus a curated private sweep. No public source enumerates the full global population. Private-company coverage is the thinnest part, and several revenues are estimates.

    Thresholds are hypotheses.

    The bands separating High from Medium were calibrated on these 25 companies. They need back-testing against known 2021–25 India GCC formations before anyone treats them as settled.

    One judgement call is still open.

    AppsFlyer ranks first on a borderline reading: Bangalore is a commercial office, but two of five live India roles are global-scope. Under a stricter house rule it drops out entirely and Sitecore takes the top slot.

    AIM Research
    Mid-Market GCC Propensity Model v2.1 · August 2026

    If you want to understand our methodology or have a custom research done, write to us at [email protected].

    For an in-depth research platform on existing GCCs in India, visit gccexplorer.com.

    Sources: AIM GCC Explorer; company annual reports, SEC and Companies House filings; company careers boards and applicant-tracking systems; Invest India and state GCC policy documents; Reuters, Bloomberg, Financial Times, Economic Times and Business Standard reporting. Research window: August 2026.

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