# Indian enterprise AI follows SaaS path with vertical models 2026-08-26T09:31:04+00:00 | Technology | Indian Opinion Desk Corroboration: 1 independent outlet Enterprise AI in India is pivoting to vertical models trained on single-domain data, echoing the SaaS industry's shift a decade ago. Razorpay's Vulcan, Fractal's Vaidya.ai healthcare models, and BharatGen's ParamAgri and ParamLegal are among the first such specialised offerings. Razorpay's chief product officer says general-purpose LLMs fail on payment transaction data, which contains tens of thousands of proprietary signals requiring millisecond decisions. Fractal's chief AI officer reports its smaller healthcare models compete with frontier models on benchmarks. BharatGen CEO Rishi Bal argues domain-specific training on a strong base model solves the problem of over-engineered general AI that burns tokens on narrow tasks. Smaller vertical models can run on modest hardware, potentially giving startups AI access without fine-tuning frontier systems. Tech Mahindra earlier this year launched an 8 billion parameter Hindi-first LLM for education tutoring. ## Indian Opinion Analysis India's SaaS pivot to vertical solutions a decade ago was driven by the same logic now powering vertical AI models: generic tools failed where fragmented, domain-specific data and workflows met cost and latency constraints. The difference today is the underlying technology, models trained on proprietary payment signals or agricultural text can now rival frontier LLMs on narrow benchmarks, as Fractal's Vaidya.ai claims. That claim matters because enterprises still rely on general-purpose platforms for broad reasoning, vertical models will succeed only where token cost, latency or privacy justifies a separate stack. Razorpay, Fractal and BharatGen are betting that fintech, healthcare and legal are those sectors. The concrete watch item is whether Razorpay's Vulcan or Fractal's healthcare models achieve measurable lower fraud rates or faster diagnoses than GPT-based alternatives, data Razorpay and Fractal have not yet published. ## Coverage - inc42.com Leads with industry trend and CEO quotes, no government angle This brief was synthesised by AI from the source linked above. Tags: BharatGen, Fractal, Razorpay, Tech Mahindra Canonical: https://indianopinion.org/indian-enterprise-ai-follows-saas-path-with-vertical-models/ License: Summary and commentary (c) Indian Opinion, reusable with attribution. Facts belong to the linked sources. Cite: https://indianopinion.org/indian-enterprise-ai-follows-saas-path-with-vertical-models/#story-in-brief Review state: restored archive article, accurate at time of publication, not offered to search indexes. How this brief was made: an AI model read the report linked above and wrote this summary and analysis, which were published automatically. Published briefs are sampled every hour by an automated quality check; the editor verifies its findings and approves corrections, and corrected briefs carry a dated correction line. We do no original reporting. Methodology: https://indianopinion.org/ai-use-policy/