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Operational truth from conversational work

inwrk is the operational brain for chat-first teams: structured, queryable records from WhatsApp groups today, with agent-ready APIs on the roadmap. Your teams keep talking the way they already do.

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From group message to governed operational record

WhatsApp Group
Q1 Marketing · Nina, Raj, You
Nina · 2:14 pm
We also need to work on the content calendar for the month of January.
Raj · 2:15 pm
Send samples to event attendees by this weekend.
Raj · 2:21 pm
We will need to send samples to the people who came to our event last week.
Nina · 2:21 pm
✔ Send samples to event attendees by this weekend.
Maya · 2:21 pm
Finalize the Q1 launch campaign calendar by Jan 31st
Nina · 2:22 pm
The check with vendors this morning. They're gonna ship ID weekend.
inwrk

Pipelines extract operational records

Task
Send samples to event attendees by this weekend
Lead
Follow up with the people who signed up last week
Follow-up
Finalize the Q1 launch campaign calendar by Jan 31st
Operational records

Tasks

Raj
Send samples to event attendees
Due: Sat Jan 11, 2026
In Progress
Maya
Finalize Q1 launch campaign calendar
Due: Jan 31, 2026
Open

Leads

Follow up with the people who signed up last week
New
Shipments
Send new samples before the weekend
Pending

Governed operational truth from day one

  • Operational truth

    Structured records from group chat, queryable and auditable inside your org.

  • Enterprise governance

    Data stays in your org boundary. Strict isolation: never shared across customers.

  • WhatsApp first

    Connect groups in minutes. More connectors coming for design partners.

Operational truth without the manual chase

Without inwrk

  • No visibility across hundreds of groups
  • Commitments lost in threads
  • Managers compile reports by hand

With inwrk

  • Org-wide visibility across connected channels
  • Open threads and commitments tracked
  • Operational system of record from day one

Pipelines for the signals you care about

Choose what matters. inwrk extracts only those into operational records.

Extracted: Tasks

  • Send samples to event attendees (due Sat Jan 11, 2026)
  • Finalize Q1 launch campaign calendar (due Jan 31, 2026)

No prompts. No tagging. No workflow changes.

How the operational brain works

Connectors, pipelines, and governed truth. Starting with WhatsApp.

Connectors

WhatsApp groups today. Slack, Teams, email, and systems of record on the roadmap.

Pipelines

Pre-configured pipelines extract tasks, leads, expenses, attendance, and more from conversation.

Operational truth

Structured records that are queryable, auditable, and exportable inside your org boundary.

Query, audit, and export from one operational layer inside your org.

In development with design partners

Agent-native

MCP and plugin integrations in development with design partners. Topology-aware context for downstream agents.

How it works

  1. Step 1: Connect your groups

    Add inwrk to your WhatsApp groups

    Save the contact and add inwrk to any work group you want in your operational boundary. No new app for your team.

  2. Step 2: Pipelines extract truth

    Structured operational records from conversation

    Pipelines scan connected conversations for attendance, expenses, tasks, leads, and decisions, then persist queryable records inside your org.

  3. Step 3: Operate and audit

    Dashboards, exports, and morning digests

    Query and export operational truth from your dashboard. Optional 7:00 AM digests when there is something to report.

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Operational truth is retained inside your org boundary with strict isolation between customers.

Built for org governance

Operational truth is stored for your organization, carefully handled and strictly isolated.

Your org boundary
Operational truth from your connected channels stays scoped to your organization: your connectors, your groups, your records.
Strict tenant isolation
Your data never spills into another customer’s environment. Each organization’s data is kept separate.
You control access
Only groups and sources you connect. No DMs. Data is processed only for your configured pipelines and permissions.

In development with design partners

Where we’re headed

  1. Connectors beyond WhatsApp: Slack, Teams, email, calendars, and systems of record
  2. Org-wide visibility across 500–1,000+ conversation channels
  3. Open threads: unresolved topics and commitments across channels
  4. Sentiment, pending decisions, and governance with full audit trails
  5. Agent-native surface: MCP tools with topology-aware context

What teams say

“Finally visibility across our field groups without chasing every thread.”

Operations lead, logistics

“Queryable records from WhatsApp. Our managers stopped compiling spreadsheets.”

Program manager, agency

“Once inwrk is your operational system of record, your ops run on truth that lives in one place.”

Why teams stay

Trusted by teams at

FlareSens
Influns
Gravton
GT
Hypr
VOS
Health ITT Consulting
TG10x
Hypr
Rapido
Riderpocket
Netco
Porter
Artha
The Maroon Room
Loadshare

For operators at scale, starting with WhatsApp

Enterprise teams coordinating across hundreds of groups in logistics, field ops, agencies, and more. Same need: auditable operational truth from conversational work.

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Frequently asked questions

What does inwrk do
inwrk turns conversational work (starting with WhatsApp groups) into structured operational truth: tasks, leads, expenses, attendance, and more. Pipelines extract records you can query, audit, and export from your dashboard, with optional morning digests.
Who is inwrk for
inwrk is built for ops leaders and operators who coordinate across many conversation channels and need org-wide visibility, tracked commitments, and auditable records without manual chase. We are starting with WhatsApp and expanding connectors with design partners.
How is inwrk different from a task tool
Task tools depend on manual entry. inwrk observes connected conversations, runs pipelines for the signals you configure, and persists operational truth inside your organization: a system of record for work that already happens in chat.
How do I get started
You can start by creating an account at https://app.inwrk.ai/
What does it cost to use it
inwrk is still in beta, and core features are free to try right now. We ask design partners for feedback as we expand connectors and agent integrations.
Is my data safe
inwrk only accesses messages in groups you connect, not private chats. Operational truth is stored inside your organization's boundary, scoped to your pipelines and permissions. Customer data is strictly isolated and does not spill across organizations. We do not sell or share your data.