A TeamLease Digital analysis of India's retail and consumer sector GCCs has found that smaller, newer centres are embedding AI far more deeply than their larger counterparts : a gap that reflects a structural difference in how they were designed, not just how fast they have grown.
India's 130 nano retail GCCs are adopting AI at more than three times the rate of the country's top 50 retail GCCs, with AI penetration at 10.2 per cent compared with 3 per cent.
The findings point to a technology-first model among smaller GCCs, with these centres often being built around engineering, data and AI from the outset rather than adding such capabilities later.
The 130 nano retail GCCs employ 32,380 professionals at an average of 253 per centre, and 64 per cent are technology-led while 22 per cent were built specifically around data and AI. Of the 130 centres, 45 began operations after 2020.
Technology and engineering account for 35.8 per cent of the workforce at nano GCCs, compared with 30 per cent at the top 50 retail GCCs.
Neeti Sharma, CEO of TeamLease Digital, said nano GCCs represent "a fundamentally different playbook," with these centres choosing to go deep before going wide, leading with technology and engineering, and in nearly a quarter of cases, with AI and data as the founding mandate itself.
TeamLease said nano GCCs currently function more as engineering-focused capability centres than full operating models, with their leadership and operations structures expected to evolve as they take on deeper mandates from parent organisations. Sharma added that the ability of these centres to build stronger leadership teams and operational and compliance capabilities would determine their transition from capability hubs to enterprise-critical centres.
However, the smaller centres lag the top 50 GCCs in senior female representation, with women accounting for around 29 per cent of leadership positions at Director level and above in nano GCCs, compared with around 35 per cent at the top 50.
The study analysed 180 retail and consumer sector GCCs across seven industry segments and locations including Bengaluru, Delhi NCR, Hyderabad, Mumbai, Pune, Chennai and Tier-2 cities.
