From minute factory to money factory: Airtel's $2.2 billion bet

Nearly 25 years ago, Bharti Airtel transformed India’s telecom landscape by pioneering what was famously dubbed the “minute factory” model. By aggressively driving down call tariffs, outsourcing network management and IT functions and focusing on scale, Airtel made mobile telephony affordable to the masses. The strategy was to sell 'minutes' cheaply, sell them in huge volumes and build a pan-India footprint faster than rivals. A decade later, it was selling minutes as well as data.

Today, Airtel is attempting a structural turn from minute and data factory to money factory by ramping up its financial services business. The company plans to infuse Rs 20,000 crore, or roughly $2.2 billion, into its newly incorporated non-banking financial company (NBFC), Airtel Money. This diversification is aimed at the creation of a long-term growth engine as telecom revenues mature and competition intensifies.

Airtel Money has received its certificate of registration from the Reserve Bank of India as a type II non-deposit accepting NBFC recently. This regulatory status authorises it to disburse loans, offer microcredit products and design structured financial solutions, while prohibiting it from accepting public deposits. Unlike Airtel Payments Bank, which can operate prepaid wallets but cannot lend, the NBFC entity can legally underwrite credit risk and book loans on its balance sheet.


Of the Rs 20,000 crore capital infusion planned over the next few years, Airtel will contribute 70%, with promoter group Bharti Enterprises providing the remaining 30%. The size of the investment underscores the seriousness of the bet. This is not an experimental fintech initiative but a fully capitalised lending institution positioned for national scale.

Over the past two years, Airtel has already built a high-performance credit engine and operated as a lending service platform (LSP), facilitating more than Rs 9,000 crore in disbursements. The NBFC will leverage this digital credit infrastructure while maintaining operational segregation between the lending entity and the platform services, aligning with RBI’s tightening digital lending norms. With over 500 data scientists and deep operational capabilities, the company now aims to institutionalise its LSP capability within a regulated NBFC framework.

Why digital lending is a logical adjacency
The expansion into digital lending is not opportunistic. It structurally aligns well with Airtel’s core telecom operations. Telecom is a data-intensive, recurring-revenue business that generates granular information about consumer behaviour such as recharge frequency, data usage, payment patterns and geographic mobility. This data can be repurposed, within regulatory boundaries, to create alternative credit assessment models.

India’s formal credit-to-GDP ratio stands at around 53%, leaving significant headroom for financial deepening. A large share of the population remains under-served or thin-filed in traditional credit bureaus. Airtel’s vast subscriber base, which runs into crores, offers immediate distribution scale. Customer acquisition costs, which are a major burden for standalone fintech lenders, can be significantly lower when cross-selling credit to an existing telecom base.

Digital lending itself is expanding rapidly. In the first half of FY25-26, digital lenders disbursed Rs 97,381 crore in personal loans, a 25% year-on-year increase, according to the Fintech Association for Consumer Empowerment. Around 6.4 crore loans were disbursed in that period, accounting for 80% of all personal loans by volume. Yet digital lenders accounted for only 19% of total value, highlighting their focus on small-ticket, short-tenure loans.

Average ticket sizes have been rising, up roughly 14% year-on-year to Rs 15,177, indicating gradual maturity in the segment. Borrowers under 35 accounted for 60% of sanctioned value, while tier-III towns and beyond contributed 39%. Nearly half the loans went to rural and semi-urban customers. These are precisely the demographics that overlap with Airtel’s telecom footprint.

This adjacency creates a powerful loop. Telecom operations generate usage data, data will feed credit scoring, credit will deepen customer engagement, financial services will improve customer stickiness, and improved stickiness enhances telecom lifetime value.

Competitive landscape
Airtel’s entry comes amid intensifying competition in India’s non-bank lending space. Conglomerates like Jio Financial Services are scaling up retail credit operations, while established NBFCs such as Bajaj Finance continue to expand aggressively.

These players already possess either strong balance sheets or diversified financial ecosystems. For Airtel, advantage lies in the depth of its telecom data and its ability to embed credit within everyday digital journeys such as mobile recharges, app usage and prepaid ecosystems. Unlike traditional NBFCs, Airtel can integrate lending into its digital interfaces and distribution network, blending connectivity with credit.

However, competitive intensity also means pricing pressure, rising acquisition costs and regulatory scrutiny. Airtel will need to balance growth with underwriting discipline, particularly as regulators increase oversight of digital lending practices.

Stress pockets Airtel must navigate carefully
Digital lending is a big business opportunity in India. The RBI has tightened digital lending norms in recent years to address rising delinquencies and fraud risks. Despite these constraints, the sector has demonstrated resilience. Portfolio quality among digital lenders has improved, with delinquencies above 90 days declining to 2.1% as of September 2025 from 2.5% in June 2025. The RBI’s “Trend and Progress of Banking in India” report shows that NBFC balance sheets expanded robustly in FY25, driven by growth in loans and advances. Asset quality at the aggregate level improved: the gross non-performing asset (GNPA) ratio declined to 2.9% at end-March 2025 from 3.5% a year earlier, while the net NPA ratio also eased.

These indicators suggest that, at a system level, NBFCs remain well capitalised and stable. Yet the story is not uniform across segments.

The microfinance segment stands out as a risk area. NBFC-MFIs experienced a sharp deterioration in asset quality, with GNPA rising to 4.1% at end-March 2025 from 2.0% a year earlier, and NNPA increasing to 1.2% from 0.6%. The RBI attributed this to underlying borrower stress and recovery challenges.

For Airtel, this presents both opportunity and caution. Digital lending in India is heavily skewed toward small-ticket, short-tenure loans, the segments that can overlap with microfinance-type exposures. While telecom data may enhance credit scoring, it cannot eliminate macroeconomic shocks, regional distress or behavioural over-leverage among borrowers.

If Airtel aggressively chases growth in the microcredit segment without careful underwriting, it could face asset-quality pressures similar to those observed in NBFC-MFIs. Moreover, reputational risk is significant. As a consumer-facing telecom brand with millions of subscribers, any perception of predatory lending or recovery practices could damage its core business.

Therefore, robust risk management will be central to success. Airtel’s 500-strong data science team must focus not only on credit expansion but also on predictive stress modelling, early-warning systems and prudent provisioning.

From minutes to money
Airtel’s planned $2.2 billion capital commitment shows strategic conviction. Telecom in India has matured into a scale-driven, capital-intensive business with limited pricing flexibility. Diversification into adjacencies such as data centres, cloud services and enterprise offerings has already begun. Digital lending extends this strategy into retail financial infrastructure.

If executed prudently, the NBFC could transform Airtel from a connectivity provider into a broader digital ecosystem player that monetises not just voice and data minutes but financial relationships. Just as the “minute factory” democratised communication, Airtel now aims to democratise credit.

Yet lending is fundamentally different from telecom. Network outages can be fixed but bad loans linger on balance sheets. The challenge will be to replicate the discipline and scalability of the minute factory era while embedding the risk culture necessary for a regulated financial institution.