AI OS for the one-person company

One platform, two ways to work with AI

Solo experts run TaskForge (open-source community edition) with 14 ready-to-use scenarios; enterprise teams run TaskOS (enterprise edition) covering 28 business domains. One octopus ecosystem, two growth paths.

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14 scenarios ready to use 5 free LLM keys Desktop app, 3 platforms

Two products

One ecosystem, two scales

TaskForge · Open-source edition

Solo experts · freelancers · small teams.

14 industry scenarios ready to use (Xiaohongshu, finance, legal, and more)
36 Agent roles + 5 free preset LLM keys
Tauri desktop app for Windows / macOS / Linux
Semi-open BSL 1.1, converting to Apache 2.0 in 2029

Download free

TaskOS · Enterprise edition

Enterprise teams · industry clients · large-scale deployment.

28 business domains + 200+ core modules, full-stack
Swarm multi-Agent concurrency + Saga transaction compensation
Security designed against SOC2 & MLPS benchmarks
K8s / Docker Compose deployment + Prometheus observability

Contact sales

TaskForge · Four pillars

The productivity foundation for solo experts

Not chat prompts — a real work system that runs your business.

Concurrent execution

Multi-Agent orchestration keeps long tasks non-blocking; throughput scales linearly with your work.

Visual workflows

Workflow Engine lays out SOPs by drag-and-drop — branches, loops, and human-in-the-loop nodes included.

Token accounting

Real-time cost dashboard, split by scenario and model, so your budget stays under control.

Ready out of the box

14 industry scenarios + 34 Agents prebuilt — install and run, no env setup, no code.

TaskOS · Enterprise capabilities

Enterprise-grade transactions, compliance and observability

Upgrade solo playbooks to enterprise grade — no critical path left behind.

Swarm multi-Agent

Hundreds of Agents collaborate; Saga auto-compensates failed branches for enterprise-grade transactional consistency.

Tri-standard compliance

Security designed against SOC2 & MLPS benchmarks — targeting finance, healthcare, and government scenarios.

Security & isolation

Tenant-level keys, field-level encryption, full audit trail — data sovereignty in your hands.

Deployment shapes

K8s / Docker Compose / hybrid cloud — Prometheus + Grafana observability.

Scenario marketplace

14 industry scenarios, ready to use

Every scenario ships with a full SOP, dedicated Agent roles, business templates, and data schemas. Not chat prompts — a real business system that runs.

Xiaohongshu Ops

XiaohongshuEngine drives the full content loop: trend discovery → copy generation → scheduling & publishing → performance review. Supports account matrices, private-domain traffic, and ad-spend optimization.

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Content E-commerce

EcommerceEngine dual engines: product analysis → copy generation → support automation → analytics. Supports cross-border commerce, multi-store management, and inventory sync.

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Finance & Tax

FinanceEngine full-stack: invoicing → invoice verification → tax settlement → bank reconciliation → general ledger. MatchRuleEngine auto-classifies intelligently.

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Legal & Compliance

Contract review + legal research + contract management. PrivacyComplianceManager enforces data-sovereignty; RuleManager configures rule engines dynamically.

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Human Resources

HR engine covers the full employee lifecycle: recruiting → onboarding → scheduling → payroll → performance. AI-assisted attrition alerts and talent mapping.

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Team Collaboration

ApprovalFlowEngine multi-level approval + branches + timeout escalation → doc collaboration → meetings → notifications. Deep integration with Feishu/WeCom/DingTalk.

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Appointment Services

ServiceBooking engine: online scheduling → auto-reminders → delivery → reconciliation. Ideal for beauty, fitness, medical-aesthetics, and consulting.

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Coaching & Accountability

Coach engine 1-on-1: SMART goal breakdown → PDCAEngine closed-loop tracking → interactive review → smart recommendations. Multiple parallel tracks.

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Consulting Services

Auto-structuring requirements → knowledge-base RAG → milestone tracking → reusable solution library. ScenarioBridgeEngine bridges knowledge across scenarios.

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Handmade Workshop

Product SKU management → auto-order intake → material stock alerts → repurchase analysis + private-domain ops. Creative AI generation + personalized recommendations.

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Live Streaming

Script generation → real-time chat interaction → product management → post-stream analytics. DigitalHumanEngine assists with digital-host streaming.

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Freelancing

Project management → delivery tracking → multi-currency settlement → renewal management. BillingEngine + CollectionEngine drive the revenue loop.

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Education & Training

Course-outline generation → learner paths → AI quizzing & smart grading → auto-issued certificates. Knowledge-base RAG enriches teaching content.

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Code Production

AI-assisted dev: requirements → code generation → review → test generation → version control. ReviewEngine + QualityEngine ensure quality.

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Browse all scenarios

A2A monetization path

One ecosystem, two-way value

We avoid absolute words like "make money" — instead we make "expertise → needed by enterprises → steady engagements" real.

Get matched

Sharpen your 14 scenario skills in TaskForge, enter the enterprise Agent marketplace via the A2A protocol, and get matched to the right work.

Deliver

Fulfill enterprise orders with the same workflows and Agent roles; data and templates settle into your private knowledge base.

Renew

Billed by scenario and outcome; BillingEngine reconciles automatically, and long-term service turns into renewals and referrals.

Competitive comparison

Honestly: what we have, and what we don't

We don't lift ourselves by putting others down. In the table below, ✅ means real, ⚠ means partial, ❌ means not done or absent.

Capability	Generic AI chat	TaskForge (solo)	TaskOS (enterprise)
Ready-to-use industry scenarios	❌	✅ 14	✅ 28 domains
Multi-Agent concurrency	⚠ Partial	✅	✅ Swarm
Enterprise compliance (SOC2/GDPR/DJCP)	❌	❌	✅
Private deployment	❌	✅ Desktop	✅ K8s
Open source & auditable	❌	✅ BSL 1.1	⚠ Enterprise closed
Native desktop	❌	✅ 3 platforms	⚠ Browser only
Business templates & Agent marketplace	❌	✅	✅
Cloud trial, sign-up ready	⚠	✅	✅

Choose

Which one is right for you?

Put both products side by side, and the decision gets simple.

14 industry scenarios · all ready to use

Each ships with a full SOP, dedicated Agents, business templates, and data schemas. Not chat prompts — a real business system that runs.

BSL 1.1 semi-open · Apache 2.0 in 2029

Desktop code is auditable and modifiable; the enterprise edition is closed-source for commercial sustainability — clear boundaries, no "open but unusable" talk.

TaskForge vs TaskOS · capability map

Dimension	TaskForge (solo)	TaskOS (enterprise)
Target users	Solo experts / freelancers / small teams	Enterprise teams / industry clients / large-scale
Deployment	Tauri desktop (Windows / macOS / Linux)	K8s / Docker Compose / hybrid cloud
License	BSL 1.1 → Apache 2.0 in 2029	Commercial closed + tri-standard compliance
Billing	Free + Pro / Team subscription	Per domain / per seat, by agreement
Agents / domains	34 Agent roles + 14 scenarios	28 domains + 200+ modules + Swarm / Saga
Compliance	Local data, no compliance promise	Designed against SOC2 & MLPS benchmarks
Observability	Local logs	Prometheus + Grafana + tracing
Getting started	Download desktop free	Contact sales to activate

Pricing · starts free

Transparent tiers, no hidden fees.

Free

¥0

Personal trial, free forever

14 scenario basics
100 calls / day
5 free preset LLM keys
Desktop app download
Community support

Download free

FAQ

What is the relationship between TaskForge and TaskOS?

Both belong to the octopus ecosystem. TaskForge serves solo experts (open-source desktop, BSL 1.1); TaskOS serves enterprise teams (cloud base, commercial closed-source). They interconnect via the A2A protocol — a solo expert's scenario skills can be matched by the enterprise marketplace, and enterprise domain needs can be dispatched to solo experts.

What's the difference between a website account and the desktop app?

Signing up on the website gives you a 15-day Pro cloud trial and an account center (usage / licenses / API keys). Downloading the desktop app installs the open-source TaskForge locally with a local account. The two are bridged by a provision_token — after signing in, the desktop app can "bind website account" for data sync.

How is data security and compliance guaranteed?

TaskForge stores data locally by default, never uploading to the cloud. TaskOS supports SOC2 / GDPR / DJCP readiness, K8s private deployment, field-level encryption, and full audit trails. For the compliance checklist and whitepaper, contact sales.

Can I deploy privately?

TaskForge is a desktop app and runs locally by nature. TaskOS supports K8s / Docker Compose private deployment, with Helm charts and offline images. Hybrid-cloud and multi-region deployments are also supported, billed per seat / per domain.