Author

Hardik Devmurari

Hardik leads AI agents at Woyce AI, the team that builds Aiva Chat. Hardik builds agents that reason, call tools and remember context, and the machine-learning work behind them, from choosing a model to evaluating and fine-tuning it.

  • 29 posts
  • AI Agents Team Lead

Posts

Posts by Hardik Devmurari

Illustration of an open ledger with a fountain pen, a pie chart and a desk calendar
ProductJuly 22, 202611 min read

AI agent for accountants: absorb the tax season spike

An AI agent for accountants answers the tax-season flood of checklist, deadline, and status calls, so your CAs spend filing weeks filing instead of repeating.

Hardik Devmurari · AI Agents Team Lead
Illustration of a washing machine with its door open and a fridge, with a screwdriver and pliers
ProductJuly 22, 202611 min read

AI agent for appliance repair: book same-day, no dispatcher

An AI agent for appliance repair answers every call, collects brand, model, and fault details, and books same-day visits without tying up a dispatcher.

Hardik Devmurari · AI Agents Team Lead
Illustration of a new SUV on a display platform under bunting, with a key fob
ProductJuly 22, 202611 min read

AI agent for car dealerships: qualify test-drive calls

An AI agent for car dealerships answers every call and chat, qualifies buyers on model, budget, and timeline, and books test drives before the lead goes cold.

Hardik Devmurari · AI Agents Team Lead
Illustration of a long buffet table with chafing dishes, a covered platter and a stack of plates
ProductJuly 22, 202611 min read

AI agent for catering businesses: qualify leads, book tastings

An AI agent for catering businesses gets date, headcount, cuisine, budget, and venue on the first call, then books the tasting before your team calls back.

Hardik Devmurari · AI Agents Team Lead
Illustration of a delivery scooter beside stacked parcels and a map with a dotted route to a pin
ProductJuly 22, 202611 min read

AI agent for courier and logistics: book pickups without hiring

An AI agent for courier and logistics teams answers every pickup call and chat, captures address, package, and time window, and absorbs sale-season surges.

Hardik Devmurari · AI Agents Team Lead
Illustration of a desk with a laptop, lamp and chair in front of a glass meeting room, with a plant
ProductJuly 22, 202611 min read

AI agent for coworking spaces: tours and FAQs, handled

An AI agent for coworking spaces answers plan and pricing questions at any hour and books the tour before the lead cools, so community managers get warm visits.

Hardik Devmurari · AI Agents Team Lead
Illustration of ballet shoes in front of a mirror and a barre, with a speaker and music notes
ProductJuly 22, 202611 min read

AI agent for dance academies: enrollment season handled

An AI agent for dance academies answers enrollment calls and chats, books trial classes, and captures waitlist details while your teachers are in class.

Hardik Devmurari · AI Agents Team Lead
Illustration of a small learner car with a roof sign, a traffic cone and a large steering wheel
ProductJuly 22, 202611 min read

AI agent for driving schools: book lessons, answer FAQs

An AI agent for driving schools answers fee and timing questions, books lessons into your calendar, and lets instructors teach without phone interruptions.

Hardik Devmurari · AI Agents Team Lead
Illustration of a television, a laptop, headphones and a small speaker
ProductJuly 22, 202610 min read

AI agent for electronics stores: service and warranty FAQs

An AI agent for electronics stores answers warranty and service questions on calls and chat, books technician visits, and hands tricky repairs to your team.

Hardik Devmurari · AI Agents Team Lead
Illustration of a chart with a rising arrow on an easel, a compass, a wallet and a potted plant
ThinkingJuly 22, 202611 min read

AI agent for financial advisors: a compliance-safe setup

An AI agent for financial advisors handles fee, logistics, and scheduling calls, then hands anything advice-shaped to a person. Here's where to draw that line.

Hardik Devmurari · AI Agents Team Lead
Illustration of a kite, a roll of patterned fabric, a cut diamond and a ringing phone
ThinkingJuly 22, 202610 min read

AI agent for Gujarat businesses: Ahmedabad and Surat

An AI agent for Gujarat businesses answers calls in Gujarati, follows callers who mix in Hindi or English, and books appointments for shops and clinics.

Hardik Devmurari · AI Agents Team Lead
Illustration of a globe with a plane flying around it, and a passport with a round stamp
ProductJuly 22, 202612 min read

AI agent for immigration consultants: pre-qualify leads

An AI agent for immigration consultants gathers visa category, status, timeline, and refusal history before a paid consult, so billable hours go to real cases.

Hardik Devmurari · AI Agents Team Lead
Illustration of a headset connected by dotted lines to three small shopfronts
ProductJuly 22, 202611 min read

AI agent for multi-location franchises: one brand, many branches

An AI agent for multi-location franchises answers each branch's calls with its own hours, prices, and calendar, while the brand voice stays consistent.

Hardik Devmurari · AI Agents Team Lead
Illustration of a pressure sprayer, a house with a shield and an insect under a magnifying glass
ProductJuly 22, 202611 min read

AI agent for pest control: phone quotes and scheduling

An AI agent for pest control answers every call, quotes routine treatments on the spot, and books an inspection when a technician needs to look first.

Hardik Devmurari · AI Agents Team Lead
Illustration of an apartment block with a bunch of keys, a wrench and a clipboard in front of it
ProductJuly 22, 202612 min read

AI agent for property management: triage maintenance calls

An AI agent for property management answers tenant calls at any hour, asks triage questions, and escalates real emergencies first instead of by call order.

Hardik Devmurari · AI Agents Team Lead
Illustration of a house with a hanging sign out front, a key and a viewing card with a clock and a check mark
ProductJuly 22, 202611 min read

AI agent for real estate: never miss a buyer's call again

An AI agent for real estate answers every buyer and tenant call, qualifies them on budget and timeline, and books viewings while you're out showing homes.

Hardik Devmurari · AI Agents Team Lead
Illustration of a necklace on a display bust, a ring in a box, a small balance and a price tag
ProductJuly 22, 202611 min read

AI agent for retail stores: stock checks and order status

An AI agent for retail stores answers "is it in stock?" and "where's my order?" on calls and chat, straight from your own systems, so staff stay on the floor.

Hardik Devmurari · AI Agents Team Lead
Illustration of a globe with a plane flying past it, a folded map with a route and a backpack
ProductJuly 22, 202611 min read

AI agent for travel agencies: qualify leads, not browsers

An AI agent for travel agencies asks destination, dates, group size, and budget on every enquiry, so consultants open a ready brief, not a one-line message.

Hardik Devmurari · AI Agents Team Lead
Illustration of a scooter with a helmet, a wrench and an oil can in front of it
ProductJuly 22, 202610 min read

AI agent for two-wheeler service centers in India (2026)

An AI agent for two-wheeler service centers answers monsoon and festival call rushes in Hindi, Gujarati, or English and books service slots without a queue.

Hardik Devmurari · AI Agents Team Lead
Illustration of a wind-up robot stuck against a wall beside a spark that splits into three paths, one ending in a flag
ThinkingJuly 22, 202612 min read

AI agent vs. "bot": why the difference matters to customers

AI agent vs. bot sounds like a word game until a customer goes off-script. Here's the real difference, how to test for it, and when a simple bot is enough.

Hardik Devmurari · AI Agents Team Lead
Illustration of a floral arch, a tiered cake, a pair of rings, a planner notebook and colour swatches
ProductJuly 22, 20269 min read

AI agent for wedding and event planners: the first call

An AI agent for wedding and event planners answers every inquiry call, checks your open dates, qualifies the event, and books a consultation while you work.

Hardik Devmurari · AI Agents Team Lead
Illustration of a sound wave passing through a magnifier over stacked records, then a pinned slot and a check mark
ProductJuly 22, 202612 min read

AI assistant for appointment booking: how it actually works

An AI assistant for appointment booking understands the request, checks real availability, locks the slot, and confirms it. Here is how each step works.

Hardik Devmurari · AI Agents Team Lead
Illustration of two boxes on a shelf, with a magnifier showing the gears inside one of them
ThinkingJuly 22, 202611 min read

AI assistant vs. AI agent: is there actually a difference?

We call our product an AI agent. Most people searching type 'AI assistant.' Here's the real distinction — and why it matters less than picking the right tool.

Hardik Devmurari · AI Agents Team Lead
Illustration of a rolled-out yoga mat, a round cushion, two blocks and a potted plant
ProductJuly 22, 202610 min read

AI booking agent for yoga studios: drop the spreadsheet

An AI booking agent for yoga studios answers questions on calls and chat, books class places, privates and trials, and keeps one schedule, not a spreadsheet.

Hardik Devmurari · AI Agents Team Lead
Illustration of a website window with a chat button in its corner and a puzzle piece beside it
EngineeringJuly 22, 202610 min read

Building an embeddable chat widget in one script tag

One script tag is the easy part to promise and the hard part to actually ship without breaking someone else's website. Here's what that one tag has to do.

Hardik Devmurari · AI Agents Team Lead
Illustration of an open book with a sound wave, a gear and a forward arrow in circles above it
ThinkingJuly 22, 202613 min read

The small business owner's guide to conversational AI jargon

A plain-language conversational AI glossary for small business owners: what ASR, latency, intent, and escalation mean, and which terms to ask vendors about.

Hardik Devmurari · AI Agents Team Lead
Illustration of sound clips dropping through a funnel and sorted into three labelled tiles, with a ring chart
EngineeringJuly 22, 20269 min read

Inside Aiva Chat's analytics: categorizing intent automatically

How Aiva Chat's analytics categorizes call intent automatically, tagging by meaning rather than keywords so Hindi, Gujarati, and English calls count together.

Hardik Devmurari · AI Agents Team Lead
Illustration of a website window with a chat window in front of it and a small calendar beside it
ProductJuly 22, 20269 min read

Web AI assistant: adding an AI chat assistant to your site

A web AI assistant isn't a lead-capture popup. It answers real questions and books real appointments, right there in the chat window. See how it works.

Hardik Devmurari · AI Agents Team Lead
Illustration of a front desk with a headset, a calendar and a plant, under a wall clock and a crescent moon
ThinkingJuly 22, 20269 min read

What is an AI assistant for business? A practical guide

What is an AI assistant for business? Software that answers your calls and chats, books appointments, and hands off to staff, at any hour.

Hardik Devmurari · AI Agents Team Lead
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