v0.4 — Desktop client now in private beta

An operating
system for your AI workforce.

Qianwork is the platform where teams hire, run, teach, and govern AI digital employees — from HR to Finance, from Sales Ops to IT.

RUNTIMEDesktop · Web · Plugin
BUILT FORAny knowledge team
DEPLOYCloud or VPC
qianwork.app — workforce
All employees on shift
Workspace/Live workforce
TODAYupdated 14s ago
from: Sarah Chen, HRvia: Desktoppriority: High
On shift now6 employees · 4 active
HRHR Coordinator
Creating Workday accounts for 12 new engineers · in Workday
running
FinanceAP Specialist
Reconciling 142 vendor invoices for March close · in NetSuite
running
Sales OpsPipeline Analyst
Cleaning Q2 deal stages across 86 accounts · in Salesforce
running
CSQBR Writer
Drafting quarterly reviews for top 5 accounts · in Notion
queued
How it works

Three primitives. Infinite workflows.

Stop wiring agents from scratch. Hire from the workforce, run real work, and turn each demonstration into a versioned Skill.

HR
Finance
CS
IT
Legal
01 — HIRE

A workforce, not a chat box.

Browse purpose-built digital employees across HR, Finance, Sales Ops, Customer Success, and IT. Each one comes with the right Skills, scope, and integrations.

MarketplaceRole-readyScoped tools
Activity
Run new hire onboarding for next week
Found 12 records in Workday queue
Calling Skill: new-hire-onboarding v2.1
Accounts created · 12 of 12
Welcome packets generated · awaiting your review
02 — RUN

Real work, in real systems.

Your employees show up in Workday, Salesforce, NetSuite, Notion — or your own browser. Desktop client for local files, cloud workspace for fleet operations.

DesktopCloudMCP
Workday
+
workday.acme.co/onboarding/new-hire
New Hire — Step 2 of 4
Alex Park
Platform Engineering
Click to fill from CRM
Mon, April 14
Recording · 00:42
03 — TEACH

Show once. Reuse forever.

Walk through a real workflow in the browser. Narrate the rules out loud. Qianwork compiles a versioned Skill the rest of the team can rely on.

RecordVoiceReplay
Platform

Built like a distributed system, not a chatbot.

Every request flows through six explicit layers — so each click, decision and output is observable, scoped, and reproducible.

01
Entry
Where requests come in
DesktopWebPluginAPI
02
Router
Intent, policy, human-in-the-loop
IntentRBAC
03
Workforce
Role-specialist employees
QueueScope
04
Skills
Editable, versioned workflows
DraftTest
05
Runtime
Tools and integrations
MCPBrowser
06
Governance
Audit, trace, replay every run
AuditTrace
EXAMPLEWalk-through · REQ-4291 "Onboard 12 new engineers"
01Submitted by Sarah Chen (HR) via desktop client
02Classified as multi-step onboarding · routed to HR + IT + Knowledge
033 employees on shift, 1 queued for review gate
04Skill: new-hire-onboarding v2.1 · last edited 3d ago
05Workday · 1Password · Notion · Slack · Calendar
06Pending HR manager sign-off · trace ready for SOC 2
Single runtime kernel·Desktop ↔ Cloud share identity·Adapter-isolated I/O·OpenTelemetry traces
Skills

Every workflow is just a Skill.

A Skill is a reusable business workflow — named in plain language, with clear inputs, steps, and a definition of done. Build by demonstration, edit when reality changes.

New hire onboardingHRMonthly invoice reconciliationFinancePipeline cleanupSales Ops

New hire onboarding

v2.1Production
HR · maintained by Sarah Chen·Run 144 times · last 2h ago

Sets up everything a new employee needs before day one — accounts, equipment, welcome packet, and a first-week schedule with their manager.

Inputs
Employee listfrom Workday · new hires
Start dateauto-detect
Notify manageryes · via Slack
What it does
  1. 01Pull new hires from Workday with start date next Monday
  2. 02Create accounts in Slack, Notion, 1Password, and Google Workspace
  3. 03File equipment request to IT with shipping address
  4. 04Generate personalized welcome packet from the template
  5. 05Book first-week 1:1s with the assigned manager
  6. 06Send for HR manager review before anything goes live
Done when
Every new hire has accounts, equipment, packet, and at least three calendar holds — and HR has signed off.
Hired by
HR Coordinator
IT Specialist
Knowledge Editor

Predictable outcomes

Every Skill declares its inputs and what 'done' looks like — so the same workflow runs the same way every time.

Built by demonstration

Show the work once in your browser, narrate the rules out loud. Qianwork turns it into a Skill draft you review and approve.

Versioned & auditable

Diff any two versions, roll back instantly, replay any past run. Like Git — but for the way your business actually runs.

Built for the way enterprises actually work
100%
Operations traced & reproducible
5
Departments shipped out of the box
<2s
Median routing latency
SOC 2 *
Type II — in progress

Hire your first digital employee.

Free during private beta. Connect your tools in minutes. Bring a real task — leave with a digital employee already on the job.