Issue Nº 04  ·  AI for Business  ·  Updated weekly
Based in Kolkata  ·  Engagements across India  ·  Talk to our team →
AI agents · automation · integration · training

Quiet, useful AI for businesses that actually have to ship work every day.

We help small businesses and growing teams put AI to work in the parts of their day that are repetitive, slow, or stuck waiting on a human. WhatsApp AI assistants, custom agents, automation, and training — built on top of the tools you already use. No buzzwords, no rip-and-replace, no promises we won’t keep.

Book a discovery call See what we build
14 projects
Live in production
2–4 wks
Typical pilot timeline
₹35k+
Starting engagement
100%
Source code handed over
§ 01 — What we actually build

Five things we’ve shipped enough times that we know what works.

We don’t do everything. We focus on the AI work where the payback is obvious within a quarter — and we’re upfront when something is wrong for your stage.

Service · 01

WhatsApp AI assistant that talks to your customers like a calm, well-trained team member.

Built on the WhatsApp Business API. Answers product questions, captures leads, books appointments, sends order updates, and hands off to a human when it should. Speaks Hindi, English, Bengali, Tamil, or whatever your customers actually use.

  • Answers from your real catalogue, FAQs, and policies
  • Captures phone + intent into Sheets, CRM, or your inbox
  • Templates approved by Meta for outbound updates
  • Daily transcripts so you see exactly what was said
Best fit: retail, clinics, real estate, coaching, services, D2C
Service · 02

Custom AI agents that do one job really well.

An agent isn’t magic — it’s software with a clear scope, the right tools, and guardrails. We build single-purpose agents: quote replier, RFQ summariser, support triage, internal doc Q&A.

  • Scoped to specific tasks — not a chatbot “for everything”
  • Connected to your data through RAG, not pasted into a prompt
  • Evaluated against real conversations before launch
Models: OpenAI, Anthropic, Gemini · Choose by job, not by hype
Service · 03

AI integrated into the tools you already pay for.

HubSpot, Zoho, Google Workspace, Notion, Shopify, Tally, your custom CRM — we wire AI into the place where your team already works, instead of forcing them into another tab.

Most integrations: 5–12 days
Service · 04

Workflow automation that quietly removes the boring parts of your day.

The form-to-spreadsheet-to-email-to-WhatsApp chain that someone runs every morning? That’s where we start. Built in n8n, Make, or custom code — whichever you can maintain.

Average time saved per pilot: 6–14 hours/week
Service · 05

Training that turns your team into confident AI users.

Hands-on workshops for marketing, sales, ops and founders. We don’t teach “what is ChatGPT” — we teach the prompt patterns and small tools that fit your actual workflow.

Format: 2–4 hour sessions, with prompt library + 30-day office hours
Service · 06

Internal AI tools your team will actually open.

A simple browser page where ops can ask questions of your SOPs, sales can draft replies from your past quotes, or founders can summarise the day’s WhatsApp conversations. No login wars, no “please wait for IT”.

Usually shipped in 2–3 weeks · Hosted by us or on your cloud
Service · 07

Putting AI in production — safely, and at a cost you can explain to your CFO.

This is the part most agencies skip. We wire the monitoring, logs, cost caps, content filters, and human handoff before we hand a project over. So when something goes wrong — and it occasionally will — you see it the same day, not three months later in a customer complaint.

01
Customer message
02
Guardrails & scope check
03
Knowledge retrieval
04
Model response
05
Logged · monitored · handed off
§ 02 — Case files

Small businesses, real shifts. Nothing dressed up.

Names are kept private out of respect for our clients. Numbers are real and come from the dashboards we set up at the start of every engagement.

File · R-014 · Real estate broker, Kolkata

Late-night WhatsApp leads finally getting an answer at 11 PM.

The team was getting enquiries on three numbers, mostly after 7 PM. By the time someone replied next morning, the customer had already moved on. We built a WhatsApp AI that qualifies leads, shares basic listings, and books a callback — with a clear handoff before any pricing decision.

Reply time
9 min avg, all hours
Booked callbacks
+38% m/m
File · C-022 · Multi-doctor clinic

Appointment booking and reminders, fewer no-shows, calmer reception.

Front desk was spending the first hour every day on rescheduling calls. We connected their existing booking sheet to a WhatsApp assistant that books, reschedules and reminds — with the receptionist seeing every conversation in real time.

No-shows
−31%
Calls answered live
+42%
File · D-008 · D2C food brand

An ops dashboard that just answers, instead of sending a Loom every time.

The founder was answering the same five operational questions from the warehouse team every day. We built a small internal AI page that reads their SOPs and order data — most questions are now answered without the founder being interrupted.

Founder time saved
~7 hrs/week
SOP coverage
94%
File · S-031 · Coaching institute

Parent enquiries triaged before they hit the counsellor.

Counsellors were spending half their day on first-touch parent enquiries that were really just “what are the fees” and “when does the batch start”. The AI now answers those, and only forwards genuine admission-intent conversations.

Counsellor calls
More intent per call
First reply
Under 1 min
A note we tell every founder on day one: AI is not a way to fire people, and it’s not a one-week miracle. The teams that get value treat it like hiring a new junior — they define the job clearly, supervise it for a few weeks, and only then trust it with more. We’ll work with you the same way.
§ 03 — How we work

Four steps. Honest timelines. Nothing skipped.

Most agencies skip step one and step four. That’s why their projects end up half-used in a Trello card no-one opens.

01
Discovery

One paid 90-minute session. We sit with you, map your current process, and pick the single workflow where AI will pay back fastest. You leave with a written plan even if you don’t hire us further.

Week 0 · 90 min
02
Pilot

One workflow, one channel, one integration. We build, you test against your own customers and team. We share daily updates and you keep the source code from day one.

Week 1–3
03
Production

Logs, cost caps, monitoring, escalation rules. Two weeks of supervised running before the AI is allowed to talk to customers without a human reviewing.

Week 3–5
04
Handover

Your team is trained to run it. You get the prompt library, the SOPs, the dashboards, and 30 days of office hours. After that we’re available, but you’re not dependent.

Week 5–9
§ 04 — Where you are right now

Three stages. One of them is yours.

Where you start with AI matters more than what tools are popular this month. Pick the row that sounds like your business today.

If this is you
You haven’t used AI seriously yet.

You’ve played with ChatGPT for emails, but nothing is wired into your real workflow. You’re not sure if AI is real or just “another thing”.

We’d recommend

  • Start with a single WhatsApp assistant or one automation
  • A 2-hour team workshop to set a common vocabulary
  • Discovery + pilot for one workflow, nothing more
If this is you
You already use AI tools, but informally.

Your team uses ChatGPT or Gemini personally, sometimes copies content out of it, but nothing is consistent and nothing is in a customer’s hands.

We’d recommend

  • An audit of where AI is already saving (and where it’s risky)
  • An internal AI tool for your most repetitive task
  • A prompt library so quality stops depending on the person
If this is you
You want AI in production, talking to customers.

You have systems, processes, and traffic. You’re ready to put AI on a real channel — WhatsApp, support inbox, sales pipeline — with proper monitoring.

We’d recommend

  • Custom agent on your channel of choice
  • RAG over your real catalogue, SOPs, or knowledge base
  • Production-grade logging, cost caps, human handoff
They didn’t sell us a magical AI. They sat with my team, watched what we actually do every morning, and quietly removed the boring half of it. Three months in, we still own the code and we still know how it works.
Founder · Mid-sized D2C food brand · Engagement since 2025
§ 05 — What we use

Boring stack on purpose. Long-lived, well-supported, easy to hand over.

We pick tools your team can keep running after we’re gone. We avoid frameworks that change every quarter or vendors that lock you in.

LLMs
OpenAI · GPT-5 family Anthropic · Claude 4.7 family Google · Gemini family Open-source for sensitive data
Messaging
WhatsApp Business API (Meta Cloud) Official BSP partners Instagram DM Telegram Web chat widgets
Automation
n8n (self-hosted) Make Zapier Custom Node / Python jobs
Knowledge
RAG over your docs & catalogue Pinecone / Qdrant / pgvector Daily re-index jobs
CRM & tools
HubSpot Zoho Google Workspace Notion Shopify Tally Custom REST APIs
Ops
Per-conversation logs Daily transcripts to founders Cost caps per workflow Human handoff rules
§ 06 — Honest answers

Questions we get on every first call.

If your question isn’t here, ask it on the call. We’d rather you push back than nod along.

Is AI realistic for a small business with 5–20 people?

Yes, and it’s where AI actually pays back fastest. Small teams have fewer systems to wire together and decisions move quickly. A single WhatsApp AI assistant or a quote-replying agent can save a founder several hours a week — that alone is usually worth the engagement.

What does a first project typically cost?

A focused pilot — one workflow, one channel, one integration — usually lands between ₹35,000 and ₹1,50,000 depending on complexity and the platform we connect to. WhatsApp BSP fees and message costs are separate and small. We share a written range after the discovery call, not before.

How long does it take to launch a WhatsApp AI?

Two to four weeks from kickoff for most cases. The WhatsApp Business API setup, business verification, and template approvals usually take longer than the AI itself. If you already have an active WhatsApp Business API number, we’re faster.

What if the AI says something wrong to a customer?

Every agent we ship has a defined scope, refusal patterns for what it must not answer (like discounts it isn’t authorised to offer), and a human handover trigger. The first two weeks are monitored daily and we tune from real conversations. Logs are kept for every reply — you can audit anything in seconds.

Do you train our team so we’re not dependent on you?

Yes — and we measure ourselves on this. We run 2–4 hour workshops for marketing, ops, sales and founders with a prompt library built for your business, followed by 30 days of office hours. The goal is that your team can run and tweak what we’ve built without calling us.

Will AI replace my team?

No, and we don’t sell it that way. The honest goal is to remove the boring, repetitive parts of your team’s day so they spend more time on work that genuinely needs a human — building relationships, making judgement calls, closing deals.

Will my data be used to train someone else’s model?

No. We use the API tiers of major providers, which by default do not use your data for training. For genuinely sensitive workloads — health, legal, financial — we run open-source models on infrastructure you control.

Do you do projects outside India?

Yes, we work remotely with teams in the UAE, Singapore, the UK and Canada. Discovery is on video. Pricing is the same scope-based logic.

Do you build voice agents and AI calls?

Yes, but selectively. Voice agents are still rough in Indian languages and we’re honest about the failure modes before you sign anything. If voice is the right answer for you, we’ll say so. If a WhatsApp flow will do the job more reliably for less money, we’ll say that too.

§ 07 — Start the conversation

Tell us about one workflow that annoys you every week.

We’ll get on a 30-minute call, look at it together, and tell you honestly whether AI is the right answer — and if it is, what it would cost and how long it would take. No PDF deck. No follow-up pressure.

Direct line: +91 91233 66161  ·  WhatsApp: Send a message
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Modern Age Coders · Kolkata · Est. 2020
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