AI infrastructure studio

Agentic AI
infrastructure
that sells
from day one.

We build the AI infrastructure businesses run on: agents for your phones, WhatsApp, email and online store, the operations systems underneath them, and AI ads made at volume. One team builds all of it and answers for all of it, and the work is judged on the revenue it brings in.

Answers in English and 95+ more
What you see is only the surface.

Answers, quotes and takes orders from your live stock.

AI voice agentNorthside Dental00:38

CallerHi, can I move my cleaning to Friday?

AgentOf course. Friday at 10:30 or 2:15 with Dr Rao?

Caller10:30, please.

AgentDone. A text confirmation is on its way.

RescheduledFri 10:30 with Dr RaoWritten to the practice system
‹ InboxDrafted by your agent
PS
Priya ShahApex Fabrication · 09:12
RFQ: 120 brackets, drawing attached

Could you quote 120 of the bracket in the drawing, powder-coated, delivered to Chakan?

bracket-rev3.pdf
Reading the drawing and your price list

Hi Priya, 120 × BRK-220 in 3mm mild steel, powder-coated: ₹1,180 each, ₹1,41,600 in total, delivered in 9 working days.

SendEdit
Quote saved to your ERP, waiting for your approval
TodayYour agents, working in your systems
42orders entered
17invoices matched
3need you
  1. Floor voice note read, stock ledger updated
  2. Supplier challan photographed, 40 sheets received
  3. Payment matched to invoice INV-2231
  4. Discount above your limit, sent to you
LINENHAUSCart 0
Linen 3-seater₹64,900

Will it fit a 2.1 m wall?

Yes. It is 1.98 m wide, ships in 6 days, and the swatch kit is on us.

Added to cart · a sale that would have left
Creative studioOne product shot in, six ads out
Source photoserum-bottle.jpg
Hook A · EN
Hook B · HI
9:16 · AR
15s cut
1:1 static
UGC style
Approve 6 for Meta
The record

The record,
minus the names.

Four builds from a longer list. The clients stay private, so the work does the talking.

Furniture manufacturer

Operations without data entry

Voice notes from the floor in, stock ledger and sales agent out.

CLIENT   NDA 1,599 tests · 83 migrations Open this build
Health technology company

A voice line for genetic reports

Patients call about their genetic reports and get answers from the report itself.

CLIENT   NDA Voice · grounded answers · escalation
Industrial machinery distributor

A CRM the agents live inside

Agents inside the CRM. Every enquiry tracked, every follow-up sent.

CLIENT   NDA Multi-agent CRM · WhatsApp
Ticketing marketplace

Concierges over live inventory

Concierges over live inventory, from 5 cities to 700+ with the same support team.

CLIENT   NDA 700+ cities · voice and WhatsApp
Inside one build

One build,
opened up.

The furniture manufacturer from the record, opened up. One rule shaped it: nobody sits down to enter data.

1,599automated tests
83database migrations
301commits to production
9days to the first live agent
3AI surfaces, walled apart
5roles, each seeing only its share
On the floor, by voice

A worker speaks. The stock ledger moves.

Say what arrived, in Hindi or English. One tap confirms it.

On the floor, by photo

A delivery challan, read from a photograph.

Quantities to the floor, rates only to the owner.

Sales on WhatsApp

A sales agent that cannot invent a price.

Answers from live stock. Custom work goes to a person.

The advisor

An advisor that shows its rows.

Every finding opens onto the records behind it.

Offline

The signal drops in the godown. The capture waits.

Held on the phone, sent when the signal returns.

Two companies

Two companies, one view, separate records.

One screen for the owner, separate books underneath.

Python, Postgres, a Next.js console, the WhatsApp Cloud API and Hindi-English speech.

The systems

How every agent
does the work.

Same four steps on every channel, in every language.

  1. 1Hears the customerCall, WhatsApp, email, chat or store
  2. 2Checks your systemsStock, prices, diary, history
  3. 3Acts within your limitsQuotes, books, orders, follows up
  4. 4Writes the recordERP, CRM, ledger, all logged

Anything outside its limits goes to a named person, with the whole thread.

A shift, hour by hour

The 02:14 call
you never lost.

A day with an agent on shift. The amber marks are where it hands over to a person.

24/7ON SHIFT
00:00QUEUE TIME
100%ACTIONS LOGGED
SHIFT LOG · AGENT 0124 HOURS
Inbound call answered with nobody on site. Quote issued from the price list
17 overnight WhatsApp threads answered, 4 orders written to the ERP
Credit limit exceeded, escalated to Priya S. with context attached
Delivery ETA chased with carrier, customer updated unprompted
Refund above policy, held for approval. Customer told it is with a manager
Day's orders reconciled, exceptions listed for the morning
Shift log filed. No handover required.
How it plugs in

It works in the
software you run.

Customers keep the channels they already use. The agent reads and writes the systems you already pay for, and anything outside its limits goes to a named person on your team with the whole thread.

1

Where customers reach it

Your phone line or PBX, WhatsApp Business, email, Slack and the chat on your site.

2

What it reads and writes

ERP, CRM, accounting, payments and shipping. Tally, SAP, Salesforce, Shopify, or whatever you run.

3

What it runs on

Models and infrastructure picked for each job, and swapped when something better ships.

Control and containment

It only does what
you signed off.

Every agent works inside a written envelope you sign off. Change it, and the agent changes the same hour.

Only the actions you allow
Spend and order limits
Every action logged
Your data, your region
Getting started

From first call
to live in 14 days.

Four steps, run by the engineers who build it.

9:41WhatsApp Business
InboxLive customer conversations
All 27Bot 27Human 0
RK
Rakesh K.Need 40 of the 12mm valves for Pune
SM
S. MerchantQuotation received, thank you
AT
A. TradersDelivery before noon tomorrow?
DP
D. PatelUnderstood, Sir.
27 handled by the agent today
9:41Connected
QuotationDrafted from your price list
VLV-12MM40 × ₹1,850
Transport, Bhiwandi₹1,200
Volume discount−₹2,220
Total before GST₹72,980
Written to the ERP against PO-88412
Send quotation
9:41Brain
The envelopeWhat it may and may not do
Order limit₹1,50,000
Quote and orderallow-list v4
Chase carriersno approval needed
Refundsalways escalates
Sign off
9:41Handovers
Passed to a humanWith the full thread attached
Credit limit exceededRakesh K. · order SO-4471Priya S. · picked up in 4m
Refund above policyA. Traders · ₹31,000Priya S. · awaiting approval
100%handed over with the full thread
On shift
  1. 1

    Tell it how you actually work

    Your price list and your rules, written down once.

  2. 2

    Connect the channels and the system of record

    Channels on one side, your ERP on the other, tested in a sandbox.

  3. 3

    Set the envelope and sign it off

    What it may do, and what it must hand to a person.

  4. 4

    Put it on shift and read the log

    Every action timestamped. Judge it on the record.

The studio

Agents are the part
you talk to.

Underneath them sits everything else, and one team builds all of it.

01

Agents on your channels

Voice, WhatsApp, email, Slack and your store.

02

The software underneath

Operations systems with the agents built in.

03

Knowledge that compounds

An AI that knows your documents and your products.

04

Ads and marketing

AI ads at volume, with agents answering every reply.

Voice, WhatsApp, Slack, Gmail, ERP, inventory, retrieval and video, built by one team.

Put one agent on shift.
Judge it on the log.

Thirty minutes with the engineer who would build it. We map one workflow, quote it fixed, and go live in fourteen days.

Leave a number and we will call you back on WhatsApp. Or email circl.agents@gmail.com
Book a meeting30 min, with an engineer
CIRCL · AGENTIC AI STUDIO SCROLL 0% · PLATE 01/08 · HERO