How to establish, internalize, and expand Robo Claw in TMT startups
Once production operation in one task is stable, proceed to establish lightweight usage guidelines, reuse Skill templates, expand to multiple tasks and multiple teams, and integrate into products. Do not assume a large-scale CoE from the beginning, but expand step by step according to business growth.
Instead of expanding to all operations at once, it is recommended to replicate the standardized Skill templates and minimal permission models step by step by operation or team. Recording them in a reusable form in preparation for future growth to a scale that requires a CoE will reduce control costs later.
Who This Is For
Who This Is For
This is intended for the CEO, CTO, and Head of Product, aiming to deploy operations that have stabilized in production to multiple operations and teams.
What You'll Decide
What You'll Decide in This Step
In Adopt & Scale, decisions are made on establishing lightweight guidelines, the order of deployment to multiple operations and teams, whether integration into the product is possible, and how to proceed with future CoE preparation.
Startup Challenges
Challenges unique to TMT startups.
Operations become inconsistent
If individual settings are created for each operation or team, they cannot be deployed horizontally as they are.
Adoption in the field does not take hold
If the guidelines are insufficient, usage decreases after the Pilot ends, resulting in a failure to establish adoption.
Permission management becomes dependent on individuals
There is a risk that knowledge of permission management will not be passed on due to transfers or resignations of staff with concurrent duties.
The division of roles between hiring and outsourcing is unclear
Operations tend to proceed without criteria on whether to internalize future operations or outsource them.
Cannot scale during rapid growth
There are cases where the design does not allow flexible expansion of authority and operational structures in line with the speed of business growth.
Difficult to determine integration into the product
It tends to be unclear whether an internal business efficiency Agent should be incorporated as a function of the company's own product.
Method
Implementation Steps
1. Conduct user training
Concise instructions on how to use it in daily work are shared with actual users such as QA and CS staff.
2. Prepare lightweight usage guidelines
Document usage scope, prohibited acts, and escalation procedures in a volume that can be maintained even with a small team.
3. Clearly define administrators, even if concurrently assigned
Define the administrator of authority management and approval flows as a clear role, even if concurrently assigned.
4. Standardize Skill and Tool Policy templates
Standardize Skills and Tool Policies built in the Pilot so that they can be reused in other operations.
5. Expand to multiple operations and teams
Sequentially expand target operations and teams according to the standards of authority and quality.
6. Consider integration into the product
Individually consider whether the Agent for internal business efficiency should be provided as a function of our own product.
7. Prepare for future CoE formation
Prepare standard templates and operation records in advance for when deployment progresses and the structure becomes larger.
8. Measure effectiveness and make deployment decisions
Measure the effectiveness for each business and team, and decide the scope of the next deployment and the division of roles between in-house and outsourced work.
Data & Systems
Data and Systems Used
Human-in-the-loop
Where Human Approval Is Required
- Approval for deployment to new businesses and teams
- Quality review of standardized Skills and templates
- Management decision regarding integration into the product
Measurement
KPI
Number of deployed businesses and teams
Number of businesses and teams using Robo Claw
Continuation rate of usage
Proportion of usage continuing after the pilot
Variation in effectiveness by business
Differences in workload reduction effects between businesses
Pitfalls
Common Pitfalls
Trying to create a large-scale CoE from the beginning
Trying to create a heavy control organization at an early stage with few people will result in operations not functioning and becoming a mere formality.
Deploy without guidelines
If deployment is done without guidelines, usage will not take root and it will become dependent on individuals.
Optimizing individually for each task
If you rebuild for each task without using the standard template, future control will become difficult.
Rollout Criteria
Deployment decision criteria checklist
- Lightweight usage guidelines are documented
- Skill & Tool Policy templates are standardized and reusable
- The administrator role is defined even for concurrent positions
- There are common authority standards and quality standards between tasks
- Methods for measuring effectiveness and criteria for deployment decisions are defined
- Records and templates for future CoE formation are organized
FAQ
Frequently Asked Questions
When should a CoE be created?
At the stage of a small team, a large-scale CoE is not necessary. It is recommended to consider it when use across multiple tasks and teams has become established and the organizational structure has expanded.
Should it be deployed to all tasks simultaneously?
A phased deployment is recommended. By using standardized templates and authority models and deploying sequentially for each task, it becomes easier to maintain quality and control.
Is it possible to integrate it into our own products?
Because internal operational efficiency and integration into product functionality are of different considerations, it is recommended to design and consult individually.
Shall we organize the deployment to businesses and teams together?
You can materialize lightweight guidelines, standardization, multiple business deployments, and future CoE preparation through consultation in the official LP.