Adding an AI Agent to a Group Chat Won't Fix What's Actually Broken
Instinct just launched AI agents in group chats. But I've seen what happens when you automate a process that was never clear to begin with. The agent can only make the mess faster.
DeepConnects
AI marketing and automation consultancy, working with clients across the US and worldwide
We bring customers in through your website, search, ads and social media, then build AI systems that answer them, follow up and take care of routine operations.
11+
Projects Delivered
80%
Less Manual Follow-Up
100%
Remote-first
Who We Help
Which path is yours?
Most clients come to us for one of two reasons. Pick the one that fits.
Businesses & Corporates
Service businesses, clinics, contractors and manufacturers that need more customers from their website, search and ads, and the follow-up and operations behind them automated, without hiring a tech team.
Explore for businessesFounders, CXOs & Directors
You run the business, but you still read every report, check three dashboards and wade through WhatsApp updates. We build private AI tools that give you the summary, running on infrastructure you own.
Built for leaders
Who We Are
Meet the founders
DeepConnects was founded by Deep Shah and Darsh Chandura. We are a small senior team of AI engineers and automation consultants who have shipped production systems in healthcare, clean energy, education, media and operations. We test our methods inside a distribution business that Deep runs, so we build the way we would for ourselves and stay on to keep it running.
Deep Shah
Co-founder, AI systems and automation
Has shipped production AI across healthcare, media and operations: a WhatsApp intake system that cut a clinic's manual follow-up by 80%, an AI voice agent that calls every maternity patient at the right milestone, pediatric vaccine reminders running in multiple clinics, an OCR pipeline that has digitized 33 books, and a content platform that publishes itself. Also runs AI workflows and RAG tools inside a distribution business with 500+ retail accounts. Electrical engineer; previously co-founded an IT company.
Darsh Chandura
Co-founder, AI and data science, United States
Builds voice agents, RAG assistants and marketing automation, and measures each one against a baseline before it ships. At a US clean-energy company, his AI voice agents have handled 5,000+ calls and his weather-based ad model cut cost per click by 22% across more than $1M in ad spend. Before that he built AI assistants at Worcester Polytechnic Institute and a voice-based energy survey for Solomon Group, and he started out writing social content for national brands at FCB Kinnect. M.S. in Data Science with an AI concentration, WPI.
What We Build
Marketing that brings customers in, and AI that handles the rest
Practical systems that are built, tested and handed over in a week or two, not months.
Marketing
AI-Ready Websites
New websites, and revamps of old ones, that people and AI assistants such as ChatGPT, Claude and Gemini can both read: real text, clean structure, structured data and fast pages.
How it worksSEO & GEO
Rank on Google, and get recommended when people ask ChatGPT, Perplexity or Google's AI Overviews. Technical fixes, content and tracking for both.
Paid Ads
Google and Meta campaigns with budgets that follow real demand. A model Darsh built cut cost per click by 22% across more than $1M in ad spend.
Social Media
Posts planned, written and scheduled in your brand's voice, with AI handling the repetitive parts. Our content engine posts a Reel every day for @babyjunctions.
AI & Automation
AI Lead Generation
Automated pipelines that capture, qualify and follow up with leads on WhatsApp, so you never miss a hot prospect, even at 2 a.m.
WhatsApp Bots
Custom bots for appointment booking, customer inquiries, order updates and automated reminders. 24/7, with no staff required.
AI Voice Bots
Outbound and inbound AI calls in your patients' or customers' language: care reminders, follow-ups and confirmations, with a clean handoff to a person when needed.
Private Internal AI Tools
Email briefs, daily reporting bots, dashboards and knowledge bases that run on your own infrastructure. Your data never trains a public model.
Process Automation
Connect your tools (ERP, spreadsheets, email) and automate repetitive workflows so your team focuses on what actually matters.
AI Content & Document Systems
Self-publishing content engines and fault-tolerant OCR pipelines, proven on BabyJunctions and BookScan.
Tools we work with
Google Ads
Meta Ads
Google Analytics 4
Search Console
SEMrush
WordPress
n8n
Make.com
WhatsApp Business API
PHP
MySQL
OpenAI API
Google Sheets
Notion
For Businesses & Corporates
Your team is doing work that software could do for them
Clinics, distributors, manufacturers and service businesses use DeepConnects to bring in customers through their website, search and ads, and to automate patient care, vaccine reminders, voice follow-ups, internal reporting and WhatsApp workflows, without hiring a tech team.
Common Challenges
Recognize any of these?
Manual data entry every day
Hours lost copy-pasting between WhatsApp, Excel and your ERP.
Leads falling through the cracks
No system to track, qualify or follow up. Hot inquiries go cold.
Staff buried in repetitive tasks
Calling patients, sending reminders and chasing suppliers by hand, one at a time.
Why DeepConnects?
You have three options.
Freelance marketplace
Cheap and fast
- Copy-paste templates, not custom logic
- No understanding of your industry
- One person, so one point of failure
- Gone after delivery, you debug alone
- Execution only, no strategy
DeepConnects
Senior, direct, fast
- Built for your exact workflow
- You talk to the people who build it
- First version live in one to two weeks
- Two founders and a senior team, so there is always cover
- Marketing and automation in one place
- A monthly engagement keeps it working and growing
- Strategy and build, not just execution
Large agency
Expensive and slow
- 3 to 6 month timelines
- Account managers between you and the builders
- High overhead built into every invoice
- Long contracts before anything is live
- Overkill for most small-business automation needs
Industries
Industries we have built for
Clinics & Hospitals
Manufacturers
Distributors & Wholesalers
Service Businesses
Clean Energy
HVAC & Home Services
Education
What Actually Gets Built
Systems that are running today
Zero missed inquiries
Lead Capture Bot
A WhatsApp flow captures, qualifies and notifies your team, even outside business hours.
Runs on its own
Auto Follow-Up Sequences
Multi-day WhatsApp sequences triggered automatically by where each lead is in the funnel.
No manual calls
Vaccine Reminder System
Tracks each child's vaccination schedule and sends parents WhatsApp reminders at the right time.
Fully automated
Patient Voice Bot
Outbound AI calls for prenatal guidance, postnatal follow-up and care pathway support, with no clinic staff effort.
No-shows drop
Appointment Bot
Patients book on WhatsApp, get confirmed automatically and receive reminders 24h and 1h before their slot.
Your stack, connected
Corporate AI Layer
ERP, CRM, accounting software and WhatsApp, unified into one AI layer with an internal knowledge base. Runs on your infrastructure.
33 books digitized
BookScan: Multilingual OCR
Turns scanned books in many languages and scripts into clean, searchable, structured text. A fault-tolerant digitization system that never loses a page, even across crashes.
39% more organic traffic
SEO & AI Search Content
Content planned and drafted with AI, edited by a person, published on a schedule and checked against what ranks on Google and what AI tools cite. The figure is from the content workflow Darsh built at WPI.
22% lower cost per click
Ad Budget Optimization
Models that move Google and Meta budget toward the days and places that convert. Darsh's weather-based version runs across more than $1M in clean-energy ad spend.
Publishes itself, daily
Auto Content & Instagram Engine
AI researches, writes and publishes articles, then creates and posts a daily Instagram Reel, with no manual work. Live: babyjunctions.in, @babyjunctions.
For Founders, CEOs & Business Owners
You run the business. AI handles the updates.
Private AI tools that summarize your inbox, report your numbers and put everything in one view, without sharing your data with anyone.
What Gets Built
Small tools that save hours every week
45 min → 5 min
Email Brief on WhatsApp
AI reads your inbox, filters what matters and sends a crisp daily summary. Your data never leaves your account.
No logins needed
Daily Reporting Bot
Sales, outstanding and inventory, delivered to WhatsApp every morning from your ERP or accounting software.
3 tools → 1 view
Central AI Dashboard
One private dashboard pulling live data from all your software. Ask questions in plain English. Runs on your server.
Instant answers
AI Knowledge Base
Upload your SOPs and past reports. Ask anything in plain English and get accurate answers from your own data.
Data Privacy, Non-Negotiable
Your business data stays yours. Always.
100% private
No AI training
Your data is never fed into any public AI model.
Your cloud
Your infrastructure
Systems run on your own server or existing cloud accounts, not a third-party platform.
Full visibility
No black boxes
You see exactly what data is accessed and how it is processed.
Who This Is For
This is built for you if…
First hour lost to emails & reports
3+ software tools, no single view
Uncomfortable with public AI platforms
Want AI on top of existing systems
Manufacturer, distributor or hospital owner
No in-house IT team
How It Works
Built for your exact setup. Live in under two weeks.
1
Tell us what you check every morning
2
We map your data sources and privacy setup
3
You receive the output. Nothing else changes.
Our Work
Built with AI. Tested in the real world.
Systems running in healthcare, distribution, manufacturing, content and consumer apps. Each one started with a job that had become too much to do by hand. Projects 10 to 15 were built by Darsh in his roles at a US clean-energy company, Worcester Polytechnic Institute and Solomon Group.
Delivered, AI / Document Digitization
BookScan: Multilingual OCR for Digitizing Scanned Books
A production-grade web app that turns scanned books in multiple languages and scripts, including older typefaces that defeat conventional OCR, into clean, searchable, structured digital text. Pages stream in live over WebSockets, shown side by side with the original scan for quick correction, and export as plain text, JSON or a searchable PDF with a real Unicode layer in each script's native fonts.
Live proof: 33 books digitized on the way to a 200-book library. Crash-resilient: a 500-page book interrupted at page 400 resumes from exactly where it stopped, even across server restarts.
Live editor: the original scan beside fully editable OCR text
The Problem
Digitizing a large library of spiritual and philosophical literature at scale, much of it printed in older typefaces, so it can be searched, studied and fed into AI systems. Conventional OCR breaks on these scripts and typefaces, and a multi-hundred-page book cannot afford to lose work halfway through.
What Was Built
BookScan pairs a modern vision-language OCR model (Surya) on a cloud GPU with a hardened processing pipeline. Users upload up to five PDFs and watch pages get recognized live, each shown beside its original scan with fully editable text. Every page is saved the instant it is recognized, so no work is lost; watchdog timers isolate problem pages so a single bad scan cannot stall a book; rendering was rebuilt around pypdfium2 to open each PDF only once, while batched GPU inference keeps the hardware fully used. The stack is deliberately pragmatic: a React + Vite frontend, a FastAPI backend on a rented GPU server, and SQLite for persistent per-book job history. REST and WebSockets let an inexpensive local machine drive serious GPU compute on demand.
Upload up to 5 PDFs (or process large books server-side) with a live per-book queue
Why It Matters
BookScan is the engine behind Sarathi, an AI-guided spiritual life-coaching app: it turns physical books into the high-quality, machine-readable corpus that powers retrieval and reasoning downstream. More than a wrapper around an OCR model, it is a complete, fault-tolerant document digitization system, designed for messy real-world inputs, multiple scripts and the unglamorous reliability needed to process thousands of pages without losing a single one.
Live, AI Content Platform
BabyJunctions: AI Auto Content Publishing Platform
An AI content publishing system that runs on its own, with no manual work. Built as a live proof of concept at babyjunctions.in (199+ articles published, 2,500+ views). The same engine can be deployed for hospitals to publish health content automatically and rank better on Google.
Live proof: 199 articles published automatically, 763 products cataloged, 2,533 total views, with no content written by hand after the initial setup.
Admin Dashboard
Live Site
Live, AI Automation, Individual
Sanatani Instrumental: AI-Automated Music YouTube Channel
Built for a client: a fully automated system that generates original spiritual instrumental music with AI, creates thumbnails and titles, and uploads videos to YouTube without anyone doing it by hand. The channel (@sanatani_instrumental) publishes regularly without ongoing work from the owner.
Live proof: 7 videos published, 1,500+ views on the top videos, all generated and uploaded automatically.
YouTube Channel
In Development, Religious & Spiritual
Sarathi: AI Spiritual Guide App
A mobile app for iOS and Android launching worldwide. Sarathi is an AI-powered spiritual guide that helps seekers explore dharma, spirituality and inner wisdom, available anytime, in the user's language, with grounded answers rooted in authentic tradition.
The AI engine simulator used to tune Sarathi: profiles, daily guidance, nightly trace and a feedback ledger
In Development, Religious Segment
Shatrunjay: Pilgrimage Guide Mobile App
A mobile app for the Shatrunjay Tirth, one of the holiest Jain pilgrimage sites. It pulls and structures content from shatrunjaydarshan.com to give pilgrims a detailed guide to the tirth (temples, routes, history and darshan timings), available offline on iOS and Android.
Shatrunjay Darshan: a glimpse of the app
Delivered, Healthcare
Hospital WhatsApp Lead Generation AI
A multi-specialty clinic's reception team was losing patient inquiries during busy hours. Patients would message, wait hours for a reply and book elsewhere. We built a WhatsApp automation that captures every inbound inquiry instantly, qualifies patients, books appointments automatically and sends confirmation and reminder messages.
Result: 80% reduction in manual follow-up effort. Zero missed inquiries. No-shows dropped significantly with automated reminders.
The Problem
A multi-specialty clinic was receiving 30 to 50 WhatsApp inquiries a day. The reception team, also handling in-clinic patients, could not respond fast enough. Average reply time during peak hours: 2 to 4 hours. Patients who did not hear back simply messaged the next clinic. The business was losing 15 to 20 potential bookings every week to a slow inbox, with no way to track which inquiries had been followed up and which had gone cold.
What Was Built
A WhatsApp automation using the Business API and n8n that: (1) responds to every new inquiry in under 10 seconds, (2) walks the patient through qualifying questions: symptoms, urgency, preferred doctor and available time slots, (3) books the appointment and updates the clinic's system, (4) sends a confirmation, and (5) sends reminders 24h and 1h before the slot. Staff step in only when a query falls outside the automated flow.
Before
Receptionist handling 40+ WhatsApp threads a day by hand alongside in-clinic duties. 2 to 4 hour response times. 15 to 20 lost bookings a week. No follow-up tracking. High no-show rate.
After
Every inquiry answered in under 10 seconds. Appointments booked and confirmed automatically. Reminder sequences eliminate most no-shows. Reception staff focus entirely on in-clinic patients. 80% reduction in manual effort.
Key Lesson
The technology was the easy part. The harder work was mapping every edge case in the conversation flow: what happens when a patient says they are in pain right now, or asks something outside the bot's scope. A clean handoff to a person for those cases is what made the system usable in a clinical setting.
Delivered, Healthcare
Hospital AI Voice Bot: Pregnancy & Post-Delivery Care
An AI voice bot that calls pregnant patients in their eighth month with personalized health guidance, and calls again after delivery for post-pregnancy care follow-up. No manual calls from hospital staff.
Result: 100% patient coverage on critical follow-up calls. Hospital staff freed from scheduling and making hundreds of individual calls each month.
The Problem
A maternity hospital wanted to give patients proactive care guidance: calling pregnant women at key milestones to tell them what to watch out for, and following up after delivery with post-pregnancy care instructions. In practice this was nearly impossible at scale. With hundreds of active patients, scheduling and making every call needed a dedicated staff member, and calls were often missed or delayed, which defeated the purpose of timely guidance.
What Was Built
An AI voice bot connected to the hospital's patient records. When a patient enters her eighth month of pregnancy, the system places a personalized voice call covering what symptoms to watch for, when to come in immediately and how to prepare for delivery. Once the delivery is recorded, a second call covers post-pregnancy care: breastfeeding guidance, recovery milestones, warning signs and when to bring the baby for the first check-up. Both calls use a natural-sounding AI voice in the patient's preferred language.
Before
Staff tracking patient milestones by hand and calling one by one. Calls often missed. Guidance varied depending on which staff member made the call. Hours spent daily on follow-up coordination.
After
Every patient gets her call automatically, at exactly the right milestone. Consistent, accurate guidance every time. No staff time spent on outreach calls. The hospital is seen as proactively caring for its patients.
Delivered, Healthcare
Pediatric Vaccine Reminder System
An automated WhatsApp reminder system for pediatric hospitals. It sends parents the right vaccine reminder at the right time, based on the child's birth date and vaccination schedule. Running in several pediatric practices.
Result: vaccination compliance improved significantly. Parents receive timely, personalized reminders without any manual effort from clinic staff.
The Problem
Pediatric hospitals know that timely vaccination is critical, but reminding hundreds of parents individually, at the right point in the schedule, is hard to keep up with. Staff were checking records and calling or messaging parents by hand, which was slow, inconsistent and easily missed during busy clinic periods. Many parents missed vaccination windows simply because they forgot, not because they were negligent.
What Was Built
A WhatsApp automation that takes a child's birth date from the clinic's records and sends parents a reminder when each vaccine is due, based on the standard vaccination schedule. The reminder includes the vaccine name, what it protects against and a direct link to book the appointment. The system runs quietly in the background with no staff involvement once set up. Several pediatric practices now run it.
Before
Manual record tracking. Staff calling or messaging parents one by one. Reminders missed during busy periods. Parents relying on memory for vaccination schedules.
After
Reminders sent automatically at exactly the right time. Consistent messaging to every parent. No staff effort. Higher vaccination compliance. The hospital is seen as proactive and attentive.
Live, AI Automation, Social
Automated Instagram Content System
A fully hands-off system that posts one animated slideshow Reel a day. AI writes the hook, on-slide text and caption; branded slides are rendered, music is added, and the Reel publishes to Instagram on a schedule, all on low-cost shared hosting.
Live proof: powering @babyjunctions, a Reel a day with no manual effort.
Project 10 · Built by Darsh at a US clean-energy company · Live · Lead Generation
HVAC Quote & Mapper: Instant Quotes for Homeowners
Homeowners enter their ZIP code and the system they need, and get an installation estimate in under 10 seconds, next to a map of the 500+ contractor service areas in the company's network. The tool also uses the Google Business Profile API to keep contractor locations and reviews in sync.
Result: 1,200+ homeowners quoted, a 28% lift in booking conversion, and the sales cycle cut from 14 days to 6.
Project 11 · Built by Darsh at a US clean-energy company · Live · Paid Ads
Weather-Based Ad Optimization
Demand for heating, cooling and solar moves with the weather, so this model shifts Google Ads and Meta budgets based on the local forecast. It runs for five or more clean-energy clients.
Result: 22% lower cost per click and a 12% ROI lift across more than $1M in ad spend.
Project 12 · Built by Darsh at a US clean-energy company · Live · Data Pipeline
AI Web Scraping Pipeline for a Product Marketplace
Collects product data from 50+ HVAC vendor websites, uses a supervised model to structure and categorize it, and copes with anti-bot measures and inconsistent page layouts. The output feeds a single consumer marketplace.
Result: 200,000+ products listed and 38% more marketplace transactions.
Project 13 · Built by Darsh at Solomon Group · Delivered · Voice AI
Mass Save Home Energy Survey, Rebuilt for Voice
Mass Save's home energy assessment survey, turned into a hands-free conversation on Alexa devices using domain-adaptive fine-tuning. Homeowners answer out loud and get personalized solar recommendations at the end.
Result: 300+ users in the first month, 34% more surveys completed, 18% more qualified leads and a 25% improvement in energy-optimization accuracy.
Project 14 · Built by Darsh at Worcester Polytechnic Institute · Delivered · RAG Assistant
Campus AI Assistant with Alexa
A custom LLM with retrieval-augmented generation that answers student questions from the university's own information, as a campus chatbot and an Alexa skill. It was tested against an A/B baseline before rollout.
Result: 19% fewer help-desk requests.
Project 15 · Built by Darsh at Worcester Polytechnic Institute · Delivered · Student Wellbeing
Mental Health Triage Agent
An AI agent for WPI's Center for Well-Being. It picks up emotional cues in what a student writes, offers guided self-help responses and connects the student with the counselor on duty when needed. Response quality was measured against a baseline, with agreed criteria for switching it off.
Result: 3,000+ conversations, and it contributed to a 27% drop in reported incidents.
Open for Work
Currently taking on new projects
Industries and project types we are actively building in.
Healthcare & Hospitals
Manufacturing
Distribution & Wholesale
Service Businesses
Clean Energy & HVAC
WhatsApp Automation
AI Voice Bots
AI Content Systems
Private AI Dashboards
Websites
SEO & GEO
Paid Ads
Social Media
Mobile Apps
From the blog
All posts
The First Second of Your Automated Social Video Matters More Than Everything Else
I automate social video posting. The lesson that surprised me most is how much the opening hook decides whether something performs. And why audio rights break automation.
SEO for service businesses still works, but now it serves two kinds of search at once
SEO for service businesses hasn't died in the AI search era. It has changed. What moves traffic now is long-tail articles answering the specific questions customers ask, written in a way that serves both traditional search and AI answer engines.
Process
How we work together
From first call to live system
1
Free 30-minute call. Tell us the problem.
2
A custom roadmap: tools, logic, timeline and cost.
3
First version live in one to two weeks, then improved in real use.
After launch there is a stabilization period where we monitor and fix issues at no extra charge. After that, a monthly engagement keeps the system maintained and growing, if you want it.
FAQ
Questions we get asked
- We are an AI marketing and automation consultancy. We build websites and run SEO, GEO, paid ads and social media to bring customers in, and we build WhatsApp bots, AI voice bots, private internal AI tools and process automation to handle what happens next. Our clients include clinics, contractors, distributors, manufacturers and service businesses.
- Generative engine optimization: making sure your business shows up, and is described correctly, when people ask AI tools such as ChatGPT, Perplexity or Google's AI Overviews for a recommendation. It sits alongside regular SEO rather than replacing it.
- Yes. We work with clients across the United States, as well as the United Kingdom, Europe, Australia, New Zealand and the United Arab Emirates. Everything runs remotely over email, video calls and WhatsApp, and our US line is +1 (774) 670-6255.
- Book a free 30-minute call (Monday to Friday, 10 AM to 7 PM Eastern). Share what you want to automate and we will tell you the plan and the cost. No commitment.
- A basic WhatsApp bot or lead generation workflow takes 1 to 2 weeks. An email brief for a founder can be running in under a week. Automation across several systems typically takes 3 to 6 weeks, including testing and handover.
- Yes. Most modern systems have APIs or data export options that let AI tools connect. For older tools without APIs we use secure data extraction methods. Tell us your stack on the call and we will say upfront whether it is connectable.
- No. Every system is built with data privacy as the foundation. Your emails, reports and business data are processed privately, either on your own infrastructure or through secure APIs with no data retention. Nothing is fed to public AI training models.
- Yes, that is the whole point. The systems we build are designed to be invisible to your team. Your staff receive a WhatsApp message, click confirm or open a dashboard. They do not touch code, do not log into new software and do not change how they work.
- Every project includes a stabilization period after launch where we monitor and fix any issues at no extra charge, and small adjustments in the first two weeks are included. For ongoing changes, new data sources and new automations we offer a monthly support retainer, so the system stays maintained and grows with your business. You are never left alone with something you do not understand.
- The tools are the easy part. Most teams that try it themselves spend weeks learning the platform, build something fragile and abandon it when it breaks. What we bring is knowing which tools fit which problem, how to connect them reliably and how to design a workflow your team will actually follow. You get a working system in weeks, not a half-finished experiment.
- For manufacturing, the most effective tools are n8n and Make.com for workflow automation, the WhatsApp Business API for customer communication, and custom dashboards for reporting. They integrate with existing ERPs and need no coding from your team.
- Yes. Tools like n8n are open source, so the running cost is mostly hosting. The results to expect from the right first project: the hospital lead system cut manual follow-up by 80 percent with zero missed inquiries, and the voice bot reached 100 percent patient coverage with no staff time on calls.
Let's Build Something
Ready to automate?
Tell us where you are losing leads or time. We will tell you straight whether we can help, and what a first version would take. Free, no commitment.
Book a free 30-min call Call (774) 670-6255Prefer to write? Tell us what you need in four quick questions.
Same-day response
Calls Mon to Fri, 10 AM to 7 PM ET
Free 30-min call
If after the free call we cannot see a clear way to help you, we will say so upfront. No pitch, no pressure, no invoice.