What kinds of AI solutions do you build?

We build AI chatbots and assistants, recommendation and matching engines, computer vision for photos and CCTV, generative tools for text, images and voice, and AI analytics dashboards. Most projects add AI to a mobile or web app, with an admin panel to manage content and settings.

Can the AI answer only from our own content?

Yes. We use retrieval so the assistant answers from your documents, books or knowledge base, and we set topic limits so it declines questions outside its scope. Admins can upload and update the source material without a developer.

Which AI models and providers do you work with?

We work with OpenAI, Google Gemini, ElevenLabs and open-source models, and we use PyTorch, OpenCV and YOLO for vision work. We pick the model per task based on quality, speed and cost, and keep the integration flexible so you can switch later.

How do you keep AI output safe and costs under control?

We add input and output checks, topic limits, logging and human review where mistakes matter. We cache common requests, set usage limits per user and track spend per feature, so you see the cost of each AI call before it grows.

Can you build a prototype before the full product?

Yes. We often start with a proof of concept on your real data to confirm the model performs well enough. Then we build a clickable prototype of the user flow, and move to full development once both hold up.

Who owns the code and data?

You do. You own the source code, prompts, data, designs and IP from the project, with no lock-in. We sign an NDA before you share details, and you can keep working with us or move the product to another team.

AI Solutions Development Company

AI chatbots, recommendation engines, computer vision and generative AI features built into apps people use every day.

Book a Meeting See our work

Stack we work in

React
Node.js
Flutter
Next.js
MySQL
Python
ElevenLabs
Google Gemini

Projects delivered: 680+
Clients served: 310+
Client retention: 98%
Certified engineers: 20+
Building since: 2018

Figures as of Oct 2026

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Why AI Projects Stall Before They Pay Off

Equitysoft builds AI products and adds AI to existing ones: chatbots trained on your own content, recommendation and matching engines, image and video analysis, and generative tools that write, draw and speak.

Read the full overview

We have shipped AI for consumer apps, field teams, courier operations and analytics platforms, so we design for real users and real data, not demos. Each build includes the app, the admin side, the model integration and the guardrails that keep answers on topic and costs under control.

Most teams can get a model to work in a demo. The hard part is a feature that real users trust, that runs on messy data and that does not cost more than it earns.

AI demos that work on clean samples but fail on real user input
Chatbots that drift off topic or answer with confident mistakes
Model and API costs that rise faster than usage or revenue
No clear way to test whether a prompt or model change made things worse
AI features bolted onto apps without a flow for errors or uncertainty

Outcomes

What you get

AI features that users open daily, not one-off demos
Answers grounded in your own content and data
Less manual review in operations and reporting
Model costs you can see and control
A clear path from first AI feature to full product

What we deliver

AI Solutions We Build

We build AI into consumer apps, business tools and data platforms, from a single feature to a full product.

AI Apps We Develop
We build AI-first apps for:
- Storytelling and book creation
- Skincare, fragrance and style advice
- Travel, food and media recommendations
- Pet and family care organization
- AI art, photo and video tools
Types of AI Software We Build
Our AI work also covers:
- Retrieval-based chatbots and assistants
- Recommendation and matching engines
- Computer vision and video analytics
- Prediction and scoring models
- Text-to-voice and content pipelines
Who We Build For
Our AI solutions support:
- Startups building AI-first products
- Consumer app owners adding AI
- Operations and logistics teams
- Media and publishing businesses
- Analytics and intelligence platforms

AI Use Cases We Build Solutions For

Where we put AI to work across products and operations:

Content and Media
- AI-written stories and books
- Prompt-to-broadcast audio
- Narration and voice-over
Personal Advice
- Skincare and beauty chatbots
- Fragrance and style guidance
- Wellness and habit coaching
Discovery and Matching
- Restaurant and diet matching
- Dating and social matching
- Food, movie and activity picks
Vision and Inspection
- CCTV alerts and analytics
- Plant health checks in the field
- Photo recognition and editing
Operations
- AI dispatch and route planning
- Field reports and root cause analysis
Intelligence and Prediction
- Market and talent dashboards
- Sports and market predictions

Generative AI Products

Apps that write, illustrate, narrate and summarize.

AI writing and storytelling tools with print-ready output
Text-to-image generation with style presets and remixing
AI voice narration and text-to-speech pipelines
Document and report summaries for field and care teams
Prompt-to-content workflows that run on a schedule

Explore Generative AI services

AI Chatbots and Assistants

Assistants that answer from your content and stay on topic.

Chatbots grounded in your documents, books or knowledge base
Guided assessments that lead to personal advice
In-app assistants for search, planning and support
Admin tools to upload and manage source material
Topic limits, fallbacks and human handover

Explore AI Chatbots services

Recommendations and Matching

Personal suggestions based on taste, behavior and context.

Recommendation engines for food, media, products and places
Matching for dating, social and marketplace apps
Preference onboarding that learns from a few questions
Personalized feeds and plans that adapt over time
Trip, outfit and routine suggestions with real constraints

Explore Machine Learning & MLOps services

Computer Vision

Image and video analysis for consumer and business use.

CCTV video analytics with real-time alerts
Product, plant and item recognition from a photo
Background removal and photo enhancement
Edge deployment with optimized models
Review queues for low-confidence results

Explore Computer Vision services

AI Analytics and Automation

Decisions and operations backed by data and AI.

Market and talent intelligence dashboards
Prediction models with confidence scores
AI job assignment and route planning for dispatch
Plain-language explanations of data and signals
Workflow automation with AI steps and approvals

Explore AI Agents services

AI Integration and MLOps

Getting models into production and keeping them reliable.

OpenAI, Gemini and open-source model integration
Retrieval, prompt and output pipelines
Usage limits, caching and cost monitoring
Evaluation sets and regression checks for prompts
Containerized model serving on AWS or Google Cloud

Built with

OpenAI
AWS

Explore AI Integration services

Why Choose Us as Your AI Solutions Partner

AI Shipped in Real Products
We have shipped AI chatbots, recommenders, image tools, storytelling apps and dispatch automation for consumer and business users, not only prototypes.
Full Product, Not Just the Model
We build the mobile app, web app, admin panel and AI pipeline together, so the AI feature fits the product and the people who run it.
Guardrails and Cost Built In
Topic limits, evaluation sets, logging and usage controls are part of the first release, so quality and spend stay visible as usage grows.
Model Choice Based on Your Case
We work across OpenAI, Gemini, ElevenLabs and open-source vision models, and choose per task on quality, speed and cost.

AI Solutions projects we have built

Featured case study

AI-Driven Storytelling Platform

An AI-powered platform that helps people, families and communities turn their memories into professionally designed, printed books.

Read the case study

How we work

Find the right use case
We look at your users, data and workflows and pick the AI feature most likely to pay off first.
You receive Prioritized AI use cases
Check the data and models
We test sample data against candidate models and prompts to confirm quality before we commit to a build.
You receive Feasibility notes and model choice
Design and prototype
We design the user flow around the AI, including loading states, errors and what happens when it is unsure.
You receive UI designs and working prototype
Build with guardrails
We build the app, admin and AI pipeline with topic limits, logging, evaluation sets and cost controls.
You receive Tested release candidate
Launch and tune
We release, watch quality and cost in production, and improve prompts and models from real usage.
You receive Production launch and tuning plan

Tech stack

Technologies we use

AI and machine learning

OpenAI
ElevenLabs
Google Gemini
PyTorch
OpenCV
YOLO

Databases

MySQL
Firebase
PostgreSQL
Redis

Mobile

Flutter

Frontend

React
Next.js

Backend and APIs

Node.js
FastAPI

Languages

Python

Cloud and DevOps

AWS
Docker
Kubernetes

Other tools

TensorRT

Engagement

How We Work With AI Product Teams

Pick the model that matches how certain your scope is today. Many clients start with one model and move to another as the product grows.

Fixed-scope project
For a defined product, module or integration. We agree scope, milestones and acceptance criteria up front, then deliver in sprints with a demo at the end of each one.
MVP first
For a new idea that needs proof before a full build. We ship the smallest version that tests your riskiest assumption, then plan the next release from real usage.
Dedicated team
For an ongoing roadmap. Developers, QA and designers join your team, work in your tools and hours, and scale up or down as priorities change.
Support and enhancement
For live systems. We monitor, patch, update dependencies and ship improvements on an agreed monthly allocation, so the platform keeps pace with your operations.

Questions, answered

Talk to us about your AI product

Book a free consultation to pick the first AI feature, test it on your data and plan the build.

Email: business@equitysoft.in