TotalClaw + Skills
Org and roles
We start with the high-frequency, standardized tasks in front-line roles, then take over cross-department workflow steps one by one. A configured workflow can be copied to other roles, every step is logged, and you can add roles when volume grows.
What can be handed over first, and how much of it
| Role | Tasks to automate first | Share of workload (est.) |
|---|---|---|
| Sales support / assistant | Lead cleanup and entry, order follow-up, contract filing, sales reports | 50%–80% |
| E-commerce operations assistant | Listing and delisting, order processing, shipment tracking, campaign reports | 50%–80% |
| HR / recruiting coordinator | Resume screening, interview scheduling, onboarding handoffs, attendance | 40%–70% |
| Finance: cashier / AR & AP | Invoice entry, expense pre-review, reconciliation reminders, draft reports | 40%–70% |
| Customer support | FAQs, ticket routing, follow-up calls, satisfaction surveys | 60%–90% |
| Office administrator | Announcements, meeting scheduling, purchase requests, document filing | 50%–80% |
How we take over a role
- Break down the workflow: split the role's actions into triggers, execution rules, decision points, outputs and filing paths.
- Configure it low-code: set those actions up as an executable process in the workflow builder.
- Connect the systems: link CRM, ERP, OA, IM and finance systems so data moves between them automatically.
- Run and iterate: it runs 24/7 with a full log, the rules are adjusted once a week, and the automated share grows over time.
Compared with hiring more people
When growth comes from hiring, cost rises in step with scale. If the standardizable parts of a role become AI workflows, you configure them once and reuse them, and unit cost drops as volume grows. Your team still makes the judgment calls and does the creative work. AI takes the repetitive work, so people can spend their time on decisions, ideas and customer relationships.
- On duty 24/7: work runs overnight and at peak times as usual, with no days off.
- Fully traceable: every step is recorded and can be audited and traced, which meets internal control and compliance requirements.
- Elastic capacity: when volume doubles you don't need to double headcount. Add roles as needed.
- Experience that stays: role know-how is written into the workflow, so nothing is lost when someone leaves.
- Your data stays yours: with private deployment, business data stays in your own environment.
Typical deployments
- Sales and lead generation: collect leads, qualify them, make first contact, send follow-up reminders, and finally log the opportunity in CRM.
- E-commerce operations: listings, order processing, shipment tracking and campaign reports, run on a schedule once set up.
- Finance: invoice entry, expense pre-review, reconciliation reminders and draft management reports, so month-end close finishes a few days earlier.
- Content marketing: topic selection, writing, images and layout, then distribution to several platforms, enough to publish daily.
- Customer support: automatic answers to common questions, ticket routing and satisfaction follow-ups, with noticeably shorter response times.
We suggest piloting one or two high-frequency roles first. Once the workflow runs and the gains are measured, copy it to other departments. That keeps risk low and shows results quickly.