- Embedded floating assistant
- In-app
- Creates invoices, records & charts
- Real actions
- Human approval on key actions
- Guardrails
- Starting price
- From ₹1L
What is an embedded AI copilot in software applications?
Embedded AI copilots integrate contextual AI assistants directly into your web applications and internal tools. WebMarv builds intelligent assistants that draft emails, analyze spreadsheet datasets, generate reports, and trigger software actions through natural language prompts.
- Part of
- AI Software Engineering
- Best for
- SaaS founders looking to add differentiated AI features that increase retention and pricing power
- Starts from
- ₹1L
- First step
- Free audit
The friction
Sound familiar? Embedded AI Copilots & Task Agents fixes this.
Users find your software powerful but struggle to master complex filters and manual steps.
Competitors are launching AI assistants that make your standard interface look obsolete.
Staff waste hours performing repetitive multi-click software workflows every day.
What's included
What Embedded AI Copilots & Task Agents covers. Pick one piece or the whole set.
Included in the work
- In-app conversational UI/UX (floating copilot panels, inline command bars, autocomplete)
- Function-calling and tool-use architecture executing verified software actions
- Real-time page context extraction (the copilot knows what the user is currently viewing)
- Natural language to SQL / database query generation with permission guardrails
- Automated document, email, and proposal drafting based on user records
- Comprehensive telemetry tracking copilot usage, acceptance rates, and task completion speed
How it works
Four steps. No guesswork.
- 01
Free scoping
We map your operations, users and goals before any design.
- 02
Plan and quote
You get the scope, tech stack, timeline and price in writing.
- 03
Build in releases
You review working software every release, not only at the end.
- 04
Launch and support
We deploy, monitor and keep improving it after go-live.
Is it a fit?
Right for you. Or not. We will say which.
A good fit if you are
- SaaS founders looking to add differentiated AI features that increase retention and pricing power
- Enterprise platforms seeking to let non-technical staff query complex databases conversationally
- Internal operations teams aiming to automate multi-step administrative workflows
Pricing
What does it cost?
From ₹1L
Every solution is scoped around your business, complexity and the outcomes you need. We quote after a free audit.
SCOPE & PRICING DETERMINANTS
- 01Number of screens, features and user roles
- 02Integrations with payments, CRM or other systems
- 03How fast you need to launch
Our promises
What you can count on.
Free audit first
We look at your current setup before we quote. There is no obligation to go ahead.
Price in writing
Scope, price and what you get are written down before any work starts.
You own the work
The code and content we build for you are yours. Ownership is in the agreement.
Straight answers
If an existing tool or a smaller fix will do, we tell you. Even when it is not a WebMarv project.
Short releases
You see working software as it is built, so nothing is a surprise at launch.
Identify your biggest revenue leak in 30 minutes.
FAQ
Embedded AI Copilots & Task Agents questions
Not answered here? Ask us directly.
Can an embedded copilot take real actions or does it only answer questions?
It takes real software actions. Using structured function-calling, the copilot can create invoices, update CRM records, send emails, or generate charts when requested by the user.
How do you prevent the copilot from executing dangerous actions?
We enforce strict human-in-the-loop confirmation modals for destructive actions (e.g., 'Delete record' or 'Send bulk email'), requiring the user to approve before execution.
Does the copilot understand what screen the user is currently on?
Yes. The copilot receives active DOM and application context, so if a user asks 'Summarize this client's billing history,' it immediately accesses the relevant customer record.
Can we charge users extra for the AI copilot feature?
Yes. Most SaaS platforms package embedded copilots as premium add-on tiers (e.g., +$20/user/month), creating substantial high-margin expansion revenue.
How much does WebMarv charge for AI copilot development?
WebMarv's AI copilot development work is part of Software Engineering, which starts from ₹1L. The final price depends on scope and is agreed in writing after a free audit.
How do I get started with AI copilot development?
Book a free audit. We review your current setup, then send a written plan and quote. There is no obligation to go ahead.