AI AGENT / IMPLEMENTATION & OPERATIONS
AI agent implementation
and operations support
Website updates are piling up. Product content needs work. Analysis has not yet led to changes. PPP reviews your workflow and uses AI agents to carry out production, analysis, implementation and updates.
We agree on the work and scope after reviewing your current environment and who will check the results.
Discuss work you want to move forward with AIWork you can ask us to support
Start with the work you need. We review your systems, data, update volume and reviewers to establish what we can support and agree on the scope.
Website creation, improvements and updates
Support from page planning and improvement ideas through design and code generation, implementation, and visual and functional checks. You can also discuss updates or changes to selected pages.
Example outputs: Pages or code, a record of changes and verification results
From measurement data to improvements and verification
Use data stored in BigQuery for aggregation, analysis and improvement planning. If website changes are needed, we agree on the implementation and verification scope as well.
Example outputs: Analysis, improvement proposals, agreed changes and verification results
Product content, multilingual adaptation and updates
Create and adapt descriptions and images for languages, markets and sales platforms. For product deployment and updates across Shopify and other platforms, we review the environment before agreeing on scope.
Example outputs: Descriptions and images, and agreed updates by language and platform
Operational support, including inventory management
Review how inventory data and product information are managed, and support centralized management and updates. Define the source of truth and where human review is needed.
Example outputs: Management and update procedures, review points and agreed update results
AI executes; people set direction and review results
We define the tasks AI agents carry out and when work returns for review.
Execute, revise and apply
Carry out work within the agreed conditions, then revise and apply changes based on review and instructions.
Set direction, review and request revisions
PPP checks progress and results and directs revisions. The client reviews decisions involving business direction, product information, publication and updates where needed.
Practice from our own PSNY operations
In PSNY, the business run by PPP’s operator, AI agents are used in the following practical work. This is an example from our own operations, not a commissioned client project.
Centralized inventory
Use AI agents in the work of managing inventory centrally.
Product content and implementation
Create and implement descriptions and images tailored to languages and markets.
Multi-platform deployment and updates
Deploy and update products across Shopify and other sales platforms.
At PSNY, AI agents execute, revise and apply work. The operator sets direction, periodically checks progress and results, and requests revisions.
From BigQuery data to website improvements
Data stored in BigQuery ↓
- 01
Analysis
Review data to identify the current situation and opportunities
- 02
Improvement planning
Review findings and consider the direction
- 03
Design, code and implementation
AI generates and implements; the operator reviews and directs revisions
- 04
Verification
Check the changes and inform the next round
↺ Verification informs the next round of analysis and improvement. AI agents are used throughout; the operator sets direction and reviews the results.
From the first discussion to practical work
- 01
Review the workflow and environment
Discuss the work, websites, sales platforms, data and current procedures.
- 02
Agree on scope and review
Define the tasks, outputs, required information and access, and reviewers. Costs and timing are proposed with the scope.
- 03
Execute, review and revise
AI agents carry out the agreed work while PPP reviews results. We consult you on decisions and apply revisions.
- 04
Share results and operating steps
Share changes, verification results and points to monitor. Further work is scoped before proceeding.
We assess what we can support after reviewing the systems and data involved. The approach depends on access, usage conditions and the work required.
Tell us one task you want to move forward.
You may need to catch up on website updates, prepare product descriptions in different languages or turn analysis into changes. Share the site or platforms, the work, current procedures and who can review it, as far as you know.
Discuss work you want to move forward with AI