The AI business operating system

TotalClaw is an AI business operating system for companies and startup teams. It gives you a full AI team organized by department, with someone responsible for every step from lead generation to delivery. You make the key decisions and the AI team does the execution.

Core product capabilities

An AI team staffed role by role

27k+ AI employee roles covering 94 industry domains, organized into departments such as the executive office, R&D, marketing and operations, sales, finance and compliance, and data intelligence. Each role has fixed responsibilities, its own skill library, long-term memory and collaboration rules. You can set up your AI company in 30 minutes.

Measured on business results

What we look at is your business results; daily actives and time on app are not the goal. AI employees are tied to business KPIs such as conversion rate, leads acquired and profit.

Model-neutral by design

Works with 40+ mainstream models from China and abroad, with one primary and two backups that switch automatically when something fails. No lock-in to any vendor: you decide which model to use.

Enterprise-grade memory

The whole company shares one memory layer, so AI employees share business data, customer records and targets, and you don't have to relay information between departments. Flagship · Enterprise and Custom Services can enable five-layer long-term memory (LTM): workspace, episodic, semantic, archival and knowledge graph layers, isolated by team, project or session, or searched together. The longer you use it, the more it knows about your business.

Private data, compliance first

Supports local and private deployment with end-to-end SM-series encryption and zero-knowledge access. Content security is tiered and controlled, and AI employees come with compliance duties, so compliance is handled at the moment content is generated.

Service across the whole engagement

Business consulting

We learn your industry and operating context and work out how AI should be put to use.

Tailored solution

Based on your size, industry and goals, we settle the mix and configuration of AI roles.

Fast deployment

A shorter path to go-live, so you can start using it soon.

Custom development

Features extended and systems integrated around your actual business scenarios.

Ongoing operations

Keeping the system stable and improving it over time.

Four core capabilities

Reliability commitments

Whatever business you're in, there's an AI team for it

Covers 94 industry domains with ready-made configurations, or customized on request, drawing on a talent pool of 27k+ AI employee roles. Pick your domain and set a target, and the system matches an AI team to carry it out, with your data staying in your hands. The table shows some representative industries; click an industry name for the full solution. More solutions are in the industry library, and the full list of domains is in the Skills Market.

Industry What the AI takes over Representative AI roles Who it suits
Retail stores Restocking, targeted member marketing, campaign planning, till reconciliation, online-offline sync Dynamic pricing strategist, retail returns specialist, inventory forecaster, private-channel operations lead Neighborhood convenience stores, small chains, independent store owners
Cross-border e-commerce Product selection, 24/7 multilingual support, listing optimization, shipment tracking, compliance and tax alerts Cross-border operations specialist, app store optimizer, SEO specialist, technical translator Independent site sellers, cross-border teams under 10 people
Online stores · live commerce Listing management, order processing, live scripts and talk tracks, clip distribution, follower win-back, review reports E-commerce operations lead, live commerce host coach, short-video editing coach, private-channel operations lead Taobao and Douyin merchants, live streaming studios
Accounting and tax Invoicing, reconciliation, expense pre-review, statement preparation, tax filing, tax planning, risk alerts Bookkeeping and finance director, invoice management specialist, tax strategist, FP&A analyst Bookkeeping firms, finance consultancies, SMB finance teams
Education and training Lesson preparation, personalized learning paths, automatic grading, admissions scripts, renewal reminders, parent communication Study-abroad advisor, university application advisor, learning planner, corporate training designer K12 and vocational institutions, study-abroad advisories, independent course creators
Content creation · social media Topic selection, scripts, copy, imagery, cross-platform distribution, comment engagement, performance review Douyin strategist, Xiaohongshu operations specialist, Bilibili content strategist, WeChat account manager Creators, MCNs, brand social teams, personal brands
Software development · tech services Requirement breakdown, full-stack development, code review, automated testing, deployment and ops, technical documentation Senior developer, backend architect, frontend developer, code reviewer, SRE Solo developers, outsourcing studios, small engineering teams
Design and creative Visual concepts, UI/UX, brand guidelines, image generation prompts, accompanying copy UI designer, UX architect, brand guardian, visual storyteller, image prompt engineer Design studios, freelance designers, in-house brand design
Smart manufacturing · hardware Mechanical design, embedded firmware, IoT architecture, HMI software, circuit and digital design, QA documentation Mechanical design engineer, IoT solution architect, embedded firmware engineer, HMI engineer Small discrete manufacturers, hardware startups, smart equipment makers
Logistics · supply chain Inventory forecasting, supplier assessment, route optimization, procurement strategy, exception alerts and reconciliation Inventory forecaster, supplier assessor, route optimizer, procurement strategist Traders, warehousing and distribution teams, wholesalers
Business services · consulting and recruiting Resume screening, interview scheduling, candidate assessment, market research, meeting notes, executive briefings Recruiting specialist, performance management specialist, chief of staff, meeting efficiency specialist, executive summarizer Headhunters and RPO, management consulting, business process outsourcing

Industries and customer types are typical summaries; actual delivery and the contract govern.

Also supported (customizable)

Healthcare

Triage support, health education and marketing compliance.

Government · SOEs

Meets domestic technology and data boundary requirements, with someone following up from pre-sales through go-live.

Hotels · travel

Guest service, booking responses and reputation management, online 24/7.

Game development

Supports Unity, Unreal and Godot, usable by small indie teams.

These are some representative industries. With other niches included, TotalClaw covers 94 industry domains, and role packs can be customized on request. Comparable lightweight collaboration products mostly cover a handful of industries and keep data in the vendor's cloud; with TotalClaw your data stays with you.

Use cases and fit

This table doesn't compare which is better. It lists what common approaches tend to focus on under different priorities. If the TotalClaw column is close to your situation, go on to the product capabilities and industry table. If it isn't, you can rule us out early.

What you mainly care about Approach A: general cloud AI assistant / light collaboration Approach B: large enterprise standard suite What TotalClaw usually takes on
Local data, auditability, strict compliance Mostly cloud storage and processing; fine for non-sensitive collaboration Often dedicated or hybrid cloud; delivery on a standardized cadence Private deployment, data kept local, end-to-end SM-series encryption, zero-knowledge access, compliance handled at generation
Organization size and how you pay Light subscription for individuals or small teams, quick to start Usually per-seat annual fees, aimed at larger customers and uniform standards Designed for companies and small to mid-size teams; pay for results, with costs and returns you can calculate
How deeply it embeds in the business Mostly Q&A and point assistance, with shallow links to business systems Depth varies by customer and project; timeline and budget thresholds tend to be high 27k+ AI employee roles and 94 industry domains; a complete AI company set up in 30 minutes
Customization and integration Mainly standard capabilities, with limited room to customize Strong integration inside the ecosystem; cross-ecosystem work usually needs a dedicated project Customized with industry experience; a dedicated AI employee team in as little as 7 days, with complex integrations delivered in milestones

The table summarizes common shapes in the market and does not refer to any specific product; the POC, security assessment and signed agreement govern.

Service and ecosystem partnership

Whether an enterprise project gets off the ground depends a lot on how closely the service follows it and how fast the response is. We deliver directly as the vendor and build the ecosystem together with partners.

Dedicated service

From requirements to go-live, a dedicated one-to-one consultant follows your project: requirements research, scenario-based solution design and POC validation. Where needed, our own engineers work on site and help you get your first demo application running. Payment is a prepayment on signing and the balance after acceptance.

Fast response

Paying customers get a dedicated technical support group, minute-level response on critical issues and follow-up until the issue is solved. Major accounts can request an on-site engineer. Free structured training helps your team learn the platform from scratch.

Customization at speed

Customized to your actual business scenarios. Capabilities common to an industry can go live in as little as 7 days; complex scenarios are delivered in milestones with weekly iterations. Interfaces are open and workflows configurable, so the solution can be adjusted when the business changes.

Building together

Product co-creation: we build industry capability with flagship customers and turn it into reusable modules that other customers can use.

Developer ecosystem: community, training, certification and a channel for paid work. Good applications can be listed on the marketplace, with revenue shared between both sides.

Channel ecosystem: we give channel partners solutions, training, technical support and customer referrals, and grow the business nationwide together.

Have a specific scenario to discuss? Call and talk to a dedicated consultant directly.

Call +86 131-4101-5749
Call us Start free trial