Generative AI is easy to demo and harder to put into daily use. The organisations seeing results usually start small, with clear owners and measurable outcomes.
Good first use cases
Searching internal documents and policies, drafting routine emails and reports, summarising support tickets, and helping developers write and review code. Each has a clear user and a simple way to measure time saved.
Get the data ready
AI answers are only as good as the content behind them. Clean up the documents and data you plan to use, and decide who keeps them current.
Set guardrails early
Agree which data may be shared with AI tools, how outputs are reviewed, and who is accountable. This avoids surprises with confidential or personal information.
Measure and expand
Run a pilot with a small group, measure the effect, and only then roll out more widely or connect AI to core systems such as ERP or CRM.
How Vinlak helps
Our data and AI practice helps clients choose use cases, prepare data, build pilots and integrate AI into existing applications.