Practical AI, not a demo
We build AI agents around a specific workflow in your business. An agent can read incoming emails or WhatsApp messages, extract data from invoices and documents, look up records in your CRM or Google Sheets, draft replies, and create tasks for your team — with approval steps wherever a human should decide.
Workflows that are good candidates
- Qualifying and routing leads from your website, WhatsApp and ads
- Reading invoices, purchase orders, KYC documents and payment screenshots
- Daily and weekly MIS summaries written in plain language
- Customer support triage with hand-off to the right person
- Follow-up reminders for quotations, renewals and dues
How we build safely
- Map the workflow and define what "done right" looks like.
- Choose the model — Gemini, OpenAI, Claude or open-source — based on accuracy, language and cost.
- Add guardrails: limited tool permissions, validation of outputs, approval steps and full logs.
- Measure time saved and error rates, then improve.
Many of these capabilities already run inside WaZappy (AI Respond, Classify, Extract and Image Read), so WhatsApp-based agents can go live faster.

WaZappy