Cash-flow-based lending is poised to become increasingly important for emerging industries, particularly in sectors such as electric vehicles, mobility and other technology-led businesses where traditional collateral is often limited or absent, a senior State Bank of India executive said on Monday.
The shift reflects a broader change in how banks are evaluating credit in India's fast-evolving industrial landscape. As new-age companies scale on the strength of innovation, software, platform economics and future demand rather than hard assets, lenders are being pushed to rethink long-standing underwriting models built around land, machinery and balance-sheet security.
New Credit Logic
Speaking on the financing needs of emerging sectors, the SBI executive said banks are actively studying cash-flow-based lending as a viable model for businesses whose growth depends more on future earnings than on physical collateral. The approach, in essence, assesses whether a company can generate enough operating cash to service debt, rather than focusing primarily on what it can pledge against a loan.
For lenders, that is both an opportunity and a challenge. It opens the door to financing companies that may otherwise struggle to access formal credit, but it also requires a far deeper understanding of the borrower's technology, market position, unit economics and revenue visibility. In sectors such as EVs and mobility, where business models are still maturing, the ability to forecast cash generation can be difficult and highly sensitive to adoption trends, pricing pressure and regulatory shifts.
The executive's remarks underscore the growing recognition within India's banking system that the next wave of industrial growth will not look like the last one. Traditional manufacturing lending has typically relied on tangible assets and predictable production cycles. By contrast, new-age sectors often scale through software platforms, subscription models, battery leasing, fleet aggregation, charging infrastructure and data-driven services, all of which require a different credit lens.
Collateral Is Not Enough
The absence of conventional collateral has long been one of the biggest barriers to credit for startups and emerging companies. Many firms in the EV and mobility ecosystem are asset-light in the early stages, even when they are capital-intensive over time. A battery technology company, a fleet software platform or a mobility services provider may have strong growth prospects, but limited fixed assets to secure a loan.
That gap is prompting banks to examine whether future cash flows can serve as the basis for lending decisions. But the model is not simply a matter of replacing collateral with optimism. It demands rigorous due diligence, including stress-testing revenue assumptions, understanding customer concentration, evaluating technology risks and mapping the path to profitability.
For banks such as SBI, the country's largest lender, the stakes are significant. A successful framework could help channel much-needed credit into sectors that are central to India's industrial transition and clean-energy ambitions. At the same time, weak underwriting in unfamiliar business models could increase asset-quality risks if projected revenues fail to materialise.
The challenge is especially acute in EVs and mobility, where demand is growing but remains uneven across segments. Passenger EV adoption, commercial fleet electrification, charging infrastructure expansion and battery supply chains are all developing at different speeds. That makes revenue forecasting complex and often dependent on policy support, consumer behaviour and operating efficiency.
Banking Meets Innovation
The SBI executive's comments also highlight a broader strategic issue for Indian finance: banks must build the capability to understand technology-led businesses if they want to remain relevant in the next phase of economic growth. That means moving beyond conventional credit appraisal and investing in sector expertise, data analytics and specialised risk models.
In practical terms, lenders will need to identify which parts of a company's business are durable, which are speculative and how cash generation will evolve as the firm scales. In emerging sectors, a company's value may lie less in its current asset base and more in its software stack, intellectual property, customer contracts or network effects. Those are harder to evaluate, but increasingly central to lending decisions.
The remarks come at a time when India is pushing to expand domestic manufacturing, accelerate electrification and deepen formal credit access for innovative businesses. If cash-flow-based lending gains traction, it could help bridge a financing gap that has long constrained high-growth sectors. But the model will succeed only if banks can accurately judge future earnings and avoid overestimating the speed at which new businesses turn profitable.
For now, the message from SBI is clear: as India's economy becomes more technology-led, the banking system will need to evolve with it. In sectors where collateral is scarce but growth potential is high, the ability to understand cash flows may become as important as the ability to value assets.