AI Systems & Product Engineering

Your AI system, live in 45 days.

Fixed price. Demo every Friday. AI agents, voice, RAG, and custom software built for production, not demos.

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Real Bizzzup systemCaption CC

AI Media

Step 1 of 5Running workflow

Upload

STT

Correct

Time

Export

Output preview

Generated subtitle segment

SRT ready

VTT ready

MP4 ready

See the Caption CC case study

15

selected builds

12

delivered or live

45 days

fixed delivery window

Built with teams across healthcare, SaaS, retail operations, fitness technology, and custom ML.

Priya Natural Care: 7 branches on one operations systemCogniverse: production-ready healthcare voice assistantIntuitive Neurons: AI note editor from concept to product

Core Capabilities

Four ways we turn operations into AI systems

Agents, products, software, and platforms, built around how your business actually runs.

Automation

AI Agents & Automation

Custom agents for research, support, sales, operations, reporting, CRM updates, and internal workflows. Workflows that execute, not just assist.

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Product Engineering

AI Product MVPs

Full-stack web and mobile products, from idea to deployed product, built around one or two valuable AI features.

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Software

Custom Business Software

CRM, POS, billing, inventory, dashboards, admin panels, and internal tools built around how a business actually runs.

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Voice & Retrieval

Voice & RAG Platforms

Voice assistants, meeting and consultation intelligence, document search, knowledge bots, and retrieval systems grounded in client data.

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Featured Client Work

Selected client systems

A selection of delivered, live, and in-progress builds across healthcare, commerce, legal, and operations, each grounded in a real client workflow.

Speech-to-Text

AI Media

Caption CC

Code-Switching Subtitle Generator

Caption CC generates accurate English subtitles from Tamil-English code-switched video, with optional AI dubbing. A 5-stage caption pipeline and 7-stage dubbing pipeline handle everything from download to export, supporting YouTube URLs and direct file uploads up to 500 MB.

React 18TypeScriptViteNode.js+7

View full case study

Mobile App

Healthcare

MediConsult

AI Healthcare Platform

MediConsult is a comprehensive healthcare platform that bridges patients and providers through AI-powered voice consultations, intelligent appointment scheduling, automated prescription management, and real-time messaging. It serves as an end-to-end digital healthcare ecosystem combining traditional practice management with AI.

VAPIDeepgramCrewAIGoogle Gemini+6

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Storefront

Marketplace

MERIDIAN

Global E-Commerce Platform

MERIDIAN is a global e-commerce affiliate and marketplace platform built for vendors to sell physical products or redirect buyers to external merchants. Launched in Saudi Arabia with a multi-country schema from day one, built as a monorepo with 8 workspace packages, 4 applications, 12 domain modules, and ~111 API endpoints.

NestJSNext.jsPostgreSQLOpenSearch+6

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OCR & Translation

Legal AI

Legal Assistant

Legal Document Intelligence

Legal Assistant is an AI-powered legal platform for document analysis, research, and case discovery. Multi-agent CrewAI workflows handle specialized tasks (document comparison, content extraction, OCR/translation, and case law search), backed by Gemini, Perplexity, and Mistral as LLM providers.

React 19ViteFlaskCrewAI+6

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Staff Dashboard

Operations

Saloon Management System

Salon Management System

Saloon Management System is a production multi-branch salon and spa management system: POS billing, inventory, CRM, staff management, appointment scheduling, and business analytics in one app. Live on Google Cloud Run with 7 branches, 600+ customers, and 1,000+ transaction records.

React 18ViteAnt DesignZustand+5

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View all 15 projects

How We Work

Your AI-ready MVP, live in 45 days

Web, mobile, and AI features built around one clear business workflow. Fixed scope, fixed price, weekly demos, and production handover.

01

Scope

20-minute call, then a 2-page proposal. Fixed scope, fixed price, and 50% advance to begin.

02

Build

Demo every Friday. The client watches the product take shape week by week. No black box.

03

Launch

Live in 45 days: deployed, tested, documented, and handed over properly.

04

Grow

Monthly retainer for iterations, fixes, monitoring, and new features after launch.

No hourly billing. No open-ended scope. No disappearing for a month.

See our engagement models

Built for Production

Engineering practices, not a pitch deck

Secure architectureAuthenticated APIs, role-based access control, and containerized services for every system we ship.

Cloud deploymentManaged cloud infrastructure with automated build, test, and deploy pipelines, not a laptop demo.

Monitoring & handoverLogging, human review checkpoints, and fallback flows so issues get caught, not discovered by the client.

We don't claim certifications we don't hold: no SOC 2, ISO, HIPAA, or uptime guarantees unless a specific engagement has been independently audited for them.

See our engineering process

Testimonials

What clients say

“Bizzzup took our AI note editor from concept to a working product, with visible progress every single week. They build fast, and they build properly.”
Conroy Brown
Intuitive Neurons
Project: AI Note Editor, SaaS MVP

“They delivered our healthcare voice assistant production-ready, including consultations, scheduling, and prescriptions. It works, and it shipped on time.”
Rahul
CEO, Cogniverse
Project: Healthcare voice assistantView case study →