WhatsApp OS
akhil@getpara.ai

Everything already happens in WhatsApp. Nothing is actually running it.

WhatsApp OS is the operating layer for the WhatsApp your business already runs on. Every number and every group in one inbox, your whole team inside it, an AI agent trained on your own material — and a record of everything asked, answered, missed and escalated.

GET IN TOUCH Works with any number. Connected in minutes.
GROUP · 240 MEMBERSTODAY
09:12
09:14
13:26
CLOSE OF BUSINESS · 18:00
21:40
21:40answered · policy doc attached
22:15
22:16ticket #4192 · assigned to Priya
23:47
23:47escalated · SLA 15m · added to gap list
WHILE YOU SLEPT: 2 ANSWERED · 1 TICKET · 1 ESCALATED
THE PREMISE

Somewhere on your phone there is a group with 240 people in it. Clients, or guests, or parents, or dealers. It is where the real work happens — questions, approvals, complaints, orders, panic.

It is also a broadcast medium with no memory. The same question gets asked on Tuesday and again on Thursday, and answered differently both times. An urgent message lands at position 94 of a 120-message day and nobody sees it until morning. The one person who knows the answer is driving. When they leave, the entire thread history leaves on their personal phone.

Ask a founder whether they could find a decision their team made three months ago in that group, and the answer is the same everywhere: no chance.

The group chat became the operating system. It just never got an operator.

WHAT IT DOES

An operator, not a chatbot.

An AI agent trained on your business

Not a chatbot with a script. An agent grounded in your own material — your knowledge base, your FAQs, your documents — that also learns from how your team actually answers.

It answers the repetitive questions, escalates what it shouldn't handle, opens a ticket when something needs tracking, and leaves a private note when the team needs context.

Internal contacts are excluded automatically. It never answers your own team as though they were customers.

  • Where it's active — every chat automatically, or only the ones you switch it on for
  • The name it answers under, and how long it waits before replying
  • What wakes it up — described in plain language, not keyword lists
  • Which numbers it's allowed to operate on
  • When it goes quiet — the moment a human replies, it steps back and stays back

One inbox for every number

Connect as many WhatsApp numbers as you run. Every chat and group across all of them in a single screen, with the number each conversation belongs to shown against it — and your pick of which one to reply from.

Your whole team, inside it

Everyone works the same inbox through their own login, with role-based permissions. Every message carries the name of the person who sent it — visible to your team, invisible to the customer, who only ever sees your business number.

Private notes and auto-assign

Talk about a conversation inside the conversation without the customer seeing it. Chats route to the right person as they arrive, instead of after someone notices.

Tickets, flags and SLAs

What matters gets flagged — by AI, or by your team reacting in the thread — and becomes a ticket with an owner and a status. Tickets escalate when they breach the response time you set.

Automation rules

Written once, then forgotten about. Fire on a keyword, a mention of your team, an SLA breach, a chat going quiet. Send a reply, raise a ticket, notify someone, reassign, tag.

Scheduled and bulk messaging

Send to many, on a schedule, from the right number — with attachments, polls, and variables that fill in per recipient. Replies land in the same inbox with the same team on it.

Metrics, not transcripts

  • Median first response time — the number this category is judged on
  • Incoming, outgoing, active and flagged volume over time
  • Ticket load: open, in progress, unassigned, average time to resolution
  • Per person: chats assigned, messages sent, response time, hours online

Integrations, APIs and webhooks

HubSpot, Zoho CRM, Freshdesk, Zoho Desk, Slack, Google Sheets and Zapier out of the box — so a conversation becomes a record in the system you already run. Custom APIs and webhooks for everything else.

Privacy and control

Number masking, so your team works the conversation without customer numbers exposed to them. Role-based permissions over numbers, groups and data. Full exports and logs of every action.

Set up in minutes

It works with any WhatsApp number, including the one you already use. Connect it, invite your team, point the agent at your material. Minutes, not an implementation project.

WHERE IT RUNS

Five industries where the group chat is the business.

Every number printed below is sourced — study, sample size, year. None of the folklore that saturates this category.

01 · INSURANCE

Every policy is a relationship, and every relationship is a thread.

Tens of thousands of clients, thousands of corporate groups, and a claim question that is urgent the moment it is asked.
Brokers and insurers run client groups, corporate account groups, and one-to-one threads with people who only message when something has gone wrong. The work is relentlessly repetitive and almost entirely time-sensitive — and in most brokerages nobody can currently answer "how long did we take to respond to claim queries last month."
Renewals chased on a date nobody's watching, then chased again — scheduled, from the right number.
Document collection. Proposal forms, KYC, medical reports, claim paperwork. It asks, checks what came back, and keeps asking until the set is complete.
Claim status — the highest-anxiety question in the business and the one most often answered late. Becomes a ticket with an owner and a clock the moment it appears.
Policy questions — what's covered, what the excess is, whether a dependant is included — answered from your own policy material, for people who will not read a PDF.
Corporate account groups where HR, the broker and the insurer all sit together and nobody is clearly on point. Now someone is, and it's recorded.
Number masking so the team can work a book of clients without individual numbers being exposed to every agent.
THE ONE THING TO KNOWMedian first response time is a number that, for most brokerages, exists here for the first time.
02 · HOSPITALITY

Fifteen minutes is the whole game.

Thousands of active groups, response-time commitments measured in minutes, and a guest request that is worthless twenty minutes late.
Hotels, restaurant groups and travel operators coordinate across groups that never close: guest threads, corporate booking groups, channel-partner groups, and internal front-desk and housekeeping groups. A fifteen-minute SLA is only real if something is measuring it — most groups have a target and no instrumentation.
Booking and modification requests arriving in a group where three people might answer and two might contradict each other. One answer now, from your actual rates and availability.
Guest requests mid-stay — late checkout, an extra bed, a restaurant table — turned into an assigned ticket with an owner and a clock.
Corporate and travel-agent groups asking rate and availability questions all day, answered instantly.
Internal coordination between front desk, housekeeping and F&B — currently happening in a group with no record. Now it has one.
Escalation before the breach, not after. The rule fires on the SLA clock, not on someone remembering.
First-response and resolution numbers per property, so you can see which sites are actually holding the standard.
THE ONE THING TO KNOWYou cannot hold a fifteen-minute promise with a group chat and good intentions. Something has to be watching the clock.
03 · EDUCATION & EDTECH

The gap isn't your teaching. It's the seven hours after 6pm.

1 in 4 prospective students never got a reply at all — from institutions with staffed admissions offices (Edified mystery-shop, 103 institutions, 2025)
Only one in four enquirers ever received a follow-up. The same study tested six channels head to head — WhatsApp came first: 80% of enquiries answered within two business hours. Your customers already picked the channel; they're waiting on the other end of it. At scale this becomes a routing problem as much as an answering one: enquiries spread across twenty-plus numbers, thousands of learners in cohort groups, programme managers each owning hundreds of students.
Enquiries at the moment they arrive, from whichever number they arrive on — fees, batch timings, syllabus, seats — with the fee sheet attached.
Demo and trial classes booked, confirmed and reminded. Multiple reminders lift attendance 25%, against 6% for a single one (BMJ Open meta-analysis, n=16,076).
Cohort and parent groups answered from your own material, not the internet.
Fee collection without the awkward call. Paired reminders raised on-time payment odds by 56% (Chaser, 2022). Consistent beats forceful.
Programme managers who can finally see every group they own in one place, with what's unanswered on top.
Twenty sales numbers, one queue. No more leads living on a handset nobody else can see.
THE ONE THING TO KNOWParent-communication load has risen in 24 education systems since 2018 and fallen in two (OECD TALIS, 2024). The load is going one direction. The staffing isn't.
04 · FINANCIAL SERVICES

Hundreds of queries a day, in groups you can't audit.

$13.50 median cost of an assisted contact, against roughly $1.84 for self-service (Gartner) — the gap is the business case
Lenders, wealth platforms and fintechs end up running support inside client groups because that's where customers already are — and then discover they've built a support operation with no queue, no owner and no record. Independent contact-centre research puts a phone interaction at £6.25/$7.16 against pennies for self-serve (ContactBabel, 2025).
Onboarding and KYC — document requests chased to completion, not just sent.
Transaction and application status, asked repeatedly, answered instantly from your systems.
Collections and repayment reminders, scheduled, personalised, sent from the right number.
Distributor, agent and DSA groups needing rates, product rules and process answers all day.
Complaints, which here carry a regulatory clock and must be provably tracked. Every one a ticket with an owner and a timestamp.
Exportable logs for when someone asks you to evidence any of it — plus masked customer numbers for the agents working the queue.
THE ONE THING TO KNOWIf support is already happening in group chats, the compliance question isn't whether to move it. It's whether you can produce the record.
05 · REAL ESTATE & PROPERTY

Half your enquiries get no answer at all. Nobody knows which half.

47% of online property enquiries never received a human response (DelPrete secret-shop, 25+ US brokerages, 2024)
The median response was 39 minutes; the mean was 8 hours 17. That gap is the entire problem: leads arriving while someone holds their phone get handled in minutes; leads arriving during a viewing or at 10pm fall into a hole — and leave no record, so the brokerage never finds out what it lost. At open houses, 62% of physically present visitors got no follow-up at all.
First response in seconds, at any hour. Price, floor plan, service charge, financing, possession date — documents attached.
Qualification before anyone's time is spent. Budget, timeline, financing status, asked conversationally.
Viewings booked, confirmed, reminded. UK agencies field 86 tenant registrations per branch against 12.65 available rentals (Propertymark, 2026). That's a queue, not a pipeline.
Follow-up that reaches attempt six. 50% of leads never get a second call; converted leads needed up to six attempts (Velocify, 3.5M leads).
Channel-partner and broker groups answered from live inventory, so nobody forwards a unit that sold last week.
Maintenance and rent for property managers. 31% of renters unsure about renewing said they'd stay if maintenance were more responsive (Buildium/NARPM, 2026).
THE ONE THING TO KNOWThe average UK letting agency runs 340 properties with 14 staff; 54% have five people or fewer (Goodlord, 2025). This was never a discipline problem. It's a coverage problem.
WHAT ACTUALLY CHANGES

Nothing arrives and disappears.

Every enquiry produces a record, including the ones nobody got to. You find out, for the first time, what you have been losing.

You get a number where you had a feeling.

Median first response time, per number, per group, per person. Most businesses in these categories have never measured it.

The best answer becomes the only answer.

Your best person answers one way and your newest another. The agent gives your best person's answer, in every group, at 2am.

Knowledge stops walking out the door.

When someone leaves, the client history on their personal phone leaves with them, along with every commitment they made. It stays now.

Your team stops being a switchboard.

The repetitive half answers itself. The half that needs judgement arrives as a ticket with context already attached.

You find out what you don't have an answer for.

The escalation list is the most useful screen in the product — the questions your customers keep asking that your business has never answered well.

AND WHAT IT WON'T DO

Worth being straight about this, because you've met a chatbot and you didn't enjoy it.

89%of consumers think a human option should always exist
15%have ever experienced a clean handoff from an AI to a person
1%of Americans prefer chatbots for service (SurveyMonkey, n=2,017; YouGov)

That's not a technology problem. It's what happens when a bot is used as a gate. So:

It steps back the moment a human steps in.

Your team replies, the agent goes quiet and stays quiet. No talking over your own people.

It doesn't improvise.

Answers come from your material. If it doesn't know, it says so, escalates, and the question goes on your gap list.

It doesn't answer your team like customers.

Internal contacts are excluded by default. It knows the difference between your staff and your customers.

It doesn't make commitments you didn't authorise.

You decide the topics it can act on, and where the line is.

You decide where it speaks at all.

Which numbers, which groups, which chats — on automatically, or only where you switch it on.

Everything is logged and exportable.

Every message, every ticket, every action, every person. Nothing happens that you can't reconstruct.

WHO'S USING IT

Seven businesses run WhatsApp OS today — across insurance, hospitality, education, financial services and property. We don't publish their names; several consider it an advantage their competitors haven't noticed yet.

What they have in common is the shape of the problem, not the industry: too many groups for anyone to watch, an owner reading their own WhatsApp at 11pm, and a stack of questions that arrived when nobody was there.

Works with any number. Connected in minutes.

Tell us how many numbers and groups you're running, and we'll tell you what this would look like for you.

akhil@getpara.ai