How to Establish, Internalize, and Expand Robo Claw in Food & Beverage Startups
Starting from operations that are stable in actual practice, we organize steps for training product planning, quality/food safety, labeling/allergens, procurement/OEM management, and customer service personnel, creating Skill templates, expanding to multiple SKUs, multiple product categories, multiple contract manufacturers, and multiple sales channels, and preparing for a future CoE, all in a way that can be advanced by a small team.
Expansion should not be done all at once for all SKUs and all contract manufacturers, but should proceed gradually by checking the points confirmed in the pilot for each unit of product, SKU, contract manufacturer, raw materials, sales channel, connected SaaS, and data classification. When personnel increase, reviewing authority, approval, and training each time is a prerequisite for establishment.
Who This Is For
Who This Is For
Targeted at business owners, product development managers, and quality assurance managers whose operations are stable and are considering expansion to multiple SKUs and multiple contract manufacturers.
What You'll Decide
What You'll Decide in This Step
In Adopt & Scale, we determine the methods for training and template creation, the order of expansion to multiple SKUs, multiple product categories, multiple contract manufacturers, and multiple sales channels, future CoE preparation, ongoing review, and stop/withdrawal criteria.
Training
Training & template creation
Product Planning Training
Training on how to handle Robo Claw candidate proposals and drafts in tasks such as organizing product specifications and preparing new products.
Quality and Food Safety Training
Training on the confirmation and approval flow of quality anomalies and the role as an approver.
Labeling and Allergen Training
Training on how to assist in checking food labeling and allergen information and the role as the final approver.
Procurement and OEM Management Training
Training on the operation of checking drafts and approving the sending of notices to commissioned manufacturers.
Customer Service and Sales Training
Training on the operation of complaint and inquiry triage, and checking and approving FAQ response drafts.
Manager and Contract Manufacturer Management Training
Training on authority design, Tool Policy, and the operation of data exchange scope with commissioned manufacturers.
Personal Information and Confidential Data Training
Training on points to be aware of when handling customer personal information and confidential data such as formulation and manufacturing conditions.
Standardization of Skill Templates and Tool Policy
Organize verified business procedures as Skill templates, standardize the framework for authority design, and make it easier to expand to other SKUs and other contract manufacturing sites.
Expansion
Deployment Sequence
It is recommended to advance the deployment in small units as follows.
Multiple SKU Deployment
Gradually deploy from SKU groups verified in the pilot to other similar SKUs.
Multiple Product Category Deployment
Based on operational results in one product category, expand to other product categories. Proceed while checking differences in raw materials and allergens for each category.
Multiple Contract Manufacturing Site Deployment
Based on results at one contract manufacturing site, gradually expand the scope of collaboration with other OEMs and contract manufacturing sites.
Multiple Sales Channel Deployment
Expand the scope from in-house e-commerce to other sales channels such as malls, wholesale, and physical stores.
Workflow Expansion
Expand the scope to other workflows, such as raw material searches, quality record roll-ups, and claim triage.
Unification of Authority and Quality Standards
As deployment progresses, standardize to prevent variations in authority design and quality standards.
Future CoE
Preparation for future CoE and in-house production
Knowledge Sharing
We consolidate the insights obtained across products and contract manufacturers into a knowledge base so that other personnel can reuse them.
In-house Production
We train personnel who can independently adjust the Skill and Tool Policy within a small team structure.
Maintaining a Small-scale Operational Responsibility System
As the organization grows, we will add responsible personnel while maintaining the concept of the initial small team structure.
Preparing for Future CoE
When the organization scales further, we organize standards, logs, and templates to facilitate an easier transition to an AI CoE.
Ongoing Review
Continuous Review and Reassessment
As deployment progresses, reassessment will be required for each of the following units.
- Product Unit: Reconfirm product specifications, allergens, and labeling information when adding new products.
- SKU Unit: Reconfirm permissions and data classification when adding new SKUs.
- Contract Manufacturer Unit: Reconfirm NDA, contract terms, and quality standards when adding new OEMs or contract manufacturers.
- Raw Material Unit: Reconfirm when adding new raw materials or categories including allergen characteristics.
- Sales Channel Unit: Redesign product listing information and approval flows when adding new sales channels.
- Connection SaaS Unit: Re-verification when adding or changing specifications of product master, raw material management systems, etc.
- Data Classification Unit: Recheck classification and permissions when handling new data types
Measurement
Effect Measurement
Continuously measure KPIs after deployment and verify effects. Numbers are not guaranteed values.
Effect Comparison by SKU and Consigned Manufacturer
Comparison of labor reduction effect and usage adoption rate for each deployment destination
Balance of Deployment Speed and Quality
Confirm whether quality and display standards are maintained relative to deployment pace
Training Completion Rate and Understanding
Results of checking completion rate and understanding of training for each responsible person
Stop / Exit Criteria
Stop/Withdrawal Criteria
Conditions to Continue Deployment
- Improvement trend in KPIs can be confirmed for the target SKU and consigned manufacturer
- Number of mis-sends and mis-updates is within allowable range
- Human approval and escalation routes are functioning without problems
- Trained personnel can operate autonomously
Conditions to Consider Stopping or Reviewing
- Mis-updates and mis-sends are repeatedly occurring
- Deployment continues while approvers and escalation destinations are absent
- Operating without re-verification after specification changes at the contract manufacturing site
- The authority and quality standards at the deployment sites vary from the standard
FAQ
Frequently Asked Questions
At what pace should deployment to multiple SKUs and multiple contract manufacturing sites proceed?
There is no uniform guideline. We recommend proceeding gradually while checking operational differences and KPI improvement status for each SKU and contract manufacturing site.
Is it necessary to review the authority design each time during deployment?
Yes. We recommend reconfirming authority, approval, and data classification whenever products, SKUs, contract manufacturing sites, raw materials, or sales channels change. Preparing a standard template can make the re-examination more efficient.
Can we transition to AI CoE in the future?
Transition can be considered according to organizational growth. Since the timing and structure of the transition vary depending on individual circumstances, please consult us individually based on the progress of expansion.
Continue
To the previous STEP and hub
Shall we organize the expansion to multiple SKUs and multiple contract manufacturing sites together?
Training plans, deployment order, standard templates, and future CoE preparations can be concretized through consultations in the official LP.