The same questions arrive all day
Your team answers opening hours, delivery areas, fees, documents required and order status questions repeatedly on chat, WhatsApp and phone.
SERVICES / AI & AUTOMATION
AI Chatbot and AI Agent Development for Websites, WhatsApp and Internal Teams
RDS Innovations designs and builds chatbots and AI agents that hold useful conversations with customers and staff. Each assistant has a defined job, approved knowledge, clear limits on what it can do, and a simple path to a human when a question is outside its scope.
- Conversation design
- Website chat widget
- WhatsApp Business assistant
- Knowledge grounding
IN PLAIN LANGUAGE
AI Agents & Chatbots, explained simply.
A chatbot is the conversation layer: the chat window on your website, the WhatsApp number customers message, or an assistant inside your staff portal. What happens behind that window varies a lot. Some bots follow fixed menus and rules. Others use a language model to understand free-text questions and answer from your own help articles, price lists or policies.
An AI agent goes a step further. Besides answering, it can use tools you give it, such as checking an order status, looking up an appointment slot or creating a support ticket through your system's API. Each tool has its own permissions, and the agent only performs actions you have explicitly allowed. Sensitive actions, like issuing a refund, can require a person to confirm.
Good assistants are designed around conversations, not just technology. We plan the questions people actually ask, what the assistant should say when it is unsure, when it should hand over to a person, and how that person sees the full conversation history. Every conversation is logged so your team can review answers, spot gaps in your content and improve the assistant over time.
PROBLEMS IT SOLVES
Why businesses invest in it.
Enquiries after office hours go cold
Visitors message in the evening or on weekends. By the time someone replies the next day, the lead has contacted another business.
New staff keep asking senior colleagues
Internal know-how sits in people's heads and scattered documents. Onboarding is slow and experienced staff are interrupted constantly.
Basic bots frustrate customers
An existing menu-based bot loops through options, cannot understand typed questions and gives no way to reach a person, which hurts trust.
No record of what customers are asking
Conversations happen across personal phones and inboxes, so management cannot see common questions, complaints or missed sales opportunities.
IS IT RIGHT FOR YOU?
Who needs it, and when.
Who it is for
- Businesses receiving a high volume of repetitive customer questions on web chat or WhatsApp
- Service businesses that book appointments, visits or consultations
- Support teams that want first-line help before a ticket reaches an agent
- Growing organizations that need an internal assistant for policies and procedures
When it is the right time
- Most incoming questions can be answered from information you already have written down
- You can name which actions the assistant may take and which need a person
- Someone on your team can own the content and review conversation logs regularly
- You need replies outside office hours without hiring more staff
WHAT'S INCLUDED
Features, deliverables and capabilities.
Scope is agreed in writing for every project. These are the building blocks we typically plan with you.
Conversation design
Mapped intents (what users are trying to do), sample dialogues, greeting and fallback messages, tone of voice, and rules for when to escalate.
Website chat widget
A chat interface for your website or web app that matches your branding, works on mobile, and can capture name and contact details for leads.
WhatsApp Business assistant
An assistant connected to the WhatsApp Business API through an approved provider, with message templates for follow-ups and support for media where needed.
Knowledge grounding
Connection to your FAQs, help articles, product data or policies so answers come from approved content, with a process for updating it.
Tool use and permissions for agents
Secure connections to selected APIs, such as order lookup or ticket creation, with per-tool permissions, input checks and confirmation steps for sensitive actions.
Human handoff
Routing of conversations to a staff member or helpdesk when the assistant is unsure, the user asks for a person, or a topic is flagged, with the full history passed along.
Conversation logs and review screen
A searchable log of conversations with ratings, unanswered questions and handoff reasons, so your team can review quality and fill content gaps.
USE CASES
How businesses use it.
Representative examples of the work, described generically. They are not client case studies.
Clinic appointment assistant
Patients ask about doctors, timings and fees on WhatsApp, check available slots and request a booking. Medical questions are not answered and are routed to staff.
Property enquiry assistant
Website visitors ask about projects, configurations and site visit timings. The assistant collects requirements and budget, then passes a qualified lead to the sales team.
Order status and returns on chat
Online shoppers enter an order number to get the current status. Return requests are logged against the order and confirmed by a support agent.
Internal HR and IT helpdesk
Employees ask how to apply for leave, claim expenses or reset access. The assistant answers from current policies and opens a ticket when action is needed.
Course and admission enquiries
Prospective students ask about courses, eligibility, batch timings and fees. The assistant shares brochures and books a counseling call.
DELIVERY PROCESS
How we deliver it.
Decisions stay visible, important workflows are validated early, and delivery is shaped around the agreed scope.
- 01
Review real conversations
Study existing chats, emails and call notes to find the most common questions, the language people use and where conversations go wrong.
- 02
Define scope and limits
Agree what the assistant answers, what it must never answer, which actions it may take and the exact rules for handing over to a person.
- 03
Prepare content and connections
Organize the approved knowledge, set up channel access such as WhatsApp, and build the API tools the assistant is allowed to use.
- 04
Test with scripted and real questions
Run a test set of normal, tricky and off-topic questions, check answers and actions, and adjust instructions and guardrails before launch.
- 05
Launch and review logs
Go live on one channel first, review conversation logs weekly, update content for unanswered questions and expand scope gradually.
DECISION GUIDE
Rule-based chatbot, grounded AI assistant, or tool-using agent?
Not every business needs an AI agent. The right choice depends on how varied the questions are and whether the assistant needs to act in your systems.
Rule-based chatbot
Best for: A small set of predictable questions and simple menus, such as timings, locations and lead capture.
Uses buttons, menus and keyword rules. It is predictable, inexpensive to run and has no model usage cost, but it cannot understand free-text questions well and becomes hard to manage as options grow.
AI assistant grounded in your content
Best for: Varied questions that can be answered from your FAQs, policies, product details or help articles.
Uses a language model to understand questions in natural language and answer from retrieved passages of your approved content. It handles wording variety much better, needs content upkeep and testing, and adds model usage costs.
Tool-using AI agent
Best for: Conversations that should end in an action, such as checking an order, booking a slot or raising a ticket.
Combines a grounded assistant with permission-controlled access to your systems' APIs. It can complete tasks end to end, but needs careful permission design, confirmation steps, audit logs and more testing than a question-answering bot.
Benefits, technologies and integrations
BENEFITS
- Common questions answered at any hour, in a consistent way
- Staff time freed for conversations that need judgment
- Leads captured with details instead of lost after hours
- A clear route to a person, so customers are not trapped in a loop
- A searchable record of what customers and staff are asking
- Gradual expansion from answering questions to taking approved actions
TECHNOLOGIES WE USE
PythonDjangoLLM APIsEmbeddingsVector searchREST APIsWebhooksReactNext.jsRedisPostgreSQL
INTEGRATIONS & CUSTOMIZATION
- WhatsApp Business API through an approved provider
- Website and web app chat widgets
- CRM systems for creating and updating leads
- Helpdesk or ticketing tools for handoff
- Booking and calendar systems for appointment slots
- Order and inventory APIs for status lookups
- Email and SMS notifications for follow-ups
PLANNING
Considerations, cost and timeline.
Limitations & implementation considerations
- An AI assistant can give a wrong or outdated answer. Content must be kept current, and topics like medical, legal or financial advice should be routed to people.
- Tool-using agents need carefully limited permissions. We recommend confirmation steps for any action that changes money, bookings or records.
- WhatsApp Business API usage, message template rules and per-conversation charges are set by Meta and the provider, and are billed separately along with model usage.
- Conversations may contain personal data. Storage, retention and consent should be reviewed with your legal advisers, including under India's Digital Personal Data Protection Act, 2023.
- Someone on your team needs to own the assistant: reviewing logs, updating content and deciding when to expand scope.
What affects cost
- Number of channels, such as website, WhatsApp and internal portal
- Amount of knowledge content to prepare and keep updated
- Number of tools or system actions the agent can perform
- Handoff setup and integration with your CRM or helpdesk
- Languages supported and testing effort per language
- Conversation volume, which drives model and messaging charges billed separately
Typical timeline
A website or WhatsApp assistant that answers from approved content typically takes a few weeks, depending on how ready the content is. Agents that perform actions in other systems take longer and are usually released in stages, one tool at a time.
INDUSTRY APPLICATIONS
Where it is commonly used.
FAQ
Questions about ai chatbots.
Will the chatbot make up answers?
A well-designed assistant is instructed to answer only from your approved content and to say when it does not know. This reduces invented answers but cannot remove them completely, so we test with tricky questions, log every conversation and route sensitive topics to people.
Can customers talk to a real person when they want to?
Yes. Human handoff is part of the design. Users can ask for a person at any point, and the assistant also escalates when it is unsure or a topic is flagged. Your staff receive the full conversation so customers do not have to repeat themselves.
Can the same assistant work on our website and WhatsApp?
Yes. The knowledge and logic can be shared while each channel gets its own interface and rules. WhatsApp has its own requirements, such as approved templates for messages sent after a conversation window closes.
What can an AI agent actually do in our systems?
Only what you allow. Each action, such as reading an order status or creating a ticket, is a separate tool with its own permission. Actions that change money or records can require confirmation from the user or a staff member, and every action is logged.
What are the running costs of an AI chatbot?
Running costs usually include model API usage, WhatsApp or messaging provider charges, and hosting. These are billed by the providers and depend on conversation volume. We estimate them upfront and set up usage tracking.
Does the chatbot support Indian languages?
Many current language models handle Hindi and other Indian languages, and Hinglish to a reasonable degree, but quality varies by language and topic. We test each language you need with real sample questions before committing to it.
LEARN MORE
Guides and articles.
NEXT STEP
Let's discuss your ai chatbots project.
Tell us what you are trying to build, fix or improve. We will reply with questions, a suggested approach and a realistic estimate.