Automation that pays for itself, not a chatbot nobody uses.
We find the workflows quietly eating your team’s hours — quoting, follow-ups, intake, support — and replace them with AI systems your staff actually adopt. Custom LLM integration, AI voice agents, and workflow automation, engineered for Indian businesses.
What is AI workflow automation?
AI workflow automation means using large language models and integration tooling to handle repetitive knowledge work — drafting quotes, answering routine enquiries, qualifying leads, summarising documents — inside the systems a business already uses (CRM, WhatsApp, email, ERP). Done well, it removes hours of manual work per employee per week. Done badly, it produces a chatbot nobody trusts. The difference is scoping: automating the right workflow, constraining the AI to reviewed knowledge, and keeping a human in the loop where judgment matters.
The Problems We Solve
Where businesses actually lose time
Enquiries from WhatsApp, email, Instagram, and the website land in four different inboxes — response times stretch to hours, and the fastest competitor wins the customer.
Senior people answer the same twenty questions every week, because the knowledge lives in their heads instead of a system that can answer for them.
Quotes and proposals take days to produce because someone must dig through old files, guess numbers, and format a document from scratch each time.
Follow-ups depend on memory. Leads that asked for "a call next month" never get one, and nobody can say how many deals quietly died this way.
Off-the-shelf AI tools were tried and abandoned — generic chatbots that invented answers, automation platforms that broke silently, subscriptions that outlived their use.
What We Build
Four systems we build most often
AI-assisted lead response & qualification
Every inbound enquiry — WhatsApp, web form, email — gets an instant, accurate first response drafted from your actual services and pricing logic, with hot leads routed to a human in minutes. Built on your CRM, not a parallel inbox your team must remember to check.
Custom knowledge assistants (RAG)
An assistant trained on your documents — policies, price lists, product specs, SOPs — that answers staff and customer questions from your reviewed content only. Retrieval-augmented generation with citations, so every answer is checkable, not invented.
AI voice agents
Phone-based agents that handle appointment booking, order status, and routine enquiries in natural conversation — escalating to your team the moment a call needs human judgment. Especially valuable for clinics, hotels, and service businesses where the phone never stops.
Document & back-office automation
Quotation drafting from structured intake, invoice data extraction, report summarisation, and approval routing. The unglamorous automation that returns the most hours — because it targets work someone currently does by hand, every single day.
How an Engagement Runs
A process built for accountability
Automation audit (free, 45 minutes)
We map where your team’s hours actually go and identify the two or three workflows where automation returns the most. You get this analysis whether or not you hire us.
Scoping & fixed quote
A written scope: exactly what will be automated, what systems it integrates with, what "working" means, and one fixed price. No hourly billing, no drift.
Build with weekly demos
Senior-led development with a working demo every week. You see the system handle real scenarios from your business before launch — not a slide deck about it.
Pilot, measure, hand over
A controlled pilot with your team, measured against the baseline we captured in the audit. Then full handover: you own the code, the accounts, and the documentation.
Industries We Write About
AI Automation & Consulting — Common Questions
Straight answers, before you ever book a call.