Adding generative AI to a business app: a practical starting point

The best first AI features are narrow and measurable: searching internal documents, drafting replies, summarising tickets or extracting data from invoices. We usually start with retrieval-augmented generation over your own approved content, add clear human review for important actions, and log every answer for quality checks.

Key decisions are where data is processed, which model fits the cost and accuracy target, and how you protect personal data under India’s DPDP Act. A two-to-four week pilot on one workflow gives real numbers before you scale.