Bring it to your company’s work
Tell us which tasks you want to improve and which systems you use. We’ll suggest an approach.
Cases
Customer cases and usage examples
Manufacturing system improvements, document writing and service development examples.
Analyzed and rebuilt an undocumented legacy system
- Before
- Without design documents or an owner familiar with the system, its structure was hard to understand. ERP data was updated manually.
Implementation
Restore structure
analyze the production database in read-only mode to recover its structure and relationships
Plan the rebuild
use the recovered structure to create the design
Develop the system
rebuild the business system from the design
Connect ERP
automate manual data updates
- Result
- The business system was rebuilt and ERP data updates were automated. Design documents and source code were delivered to the customer.
Features used
- Data structure and relationship reconstruction
- Rebuild design
- System development
- ERP integration
Automated production reporting while keeping existing systems
- Before
- Production records were spread across systems and collected manually each day. Replacing or changing the live systems was difficult.
Implementation
Analyze structures
read each system’s data structure without modifying it
Restore relationships
recover links between systems
Aggregate production results
combine records under a common standard
Highlight exceptions
show managers values outside the standard
- Result
- Production reporting was automated by connecting existing systems without modifying them. Managers review exceptions in the aggregated results.
Features used
- Data structure analysis
- Cross-system relationship reconstruction
- Read-only integration
- Production reporting
Prepare quote and order drafts from emails and stock alerts
- Situation
- Client emails need reviewing, and quotes and purchase orders are written from scratch.
Workflow
Connect sources
link client emails and stock alerts to Agent
Check references
review product materials and trading terms
Write drafts
prepare quotes, replies and purchase orders
Review and approve
the owner checks prices, quantities and terms
- Possible deliverables
- Prepare quote, reply and purchase order drafts, with items needing confirmation marked separately.
Features used
- Email assistant
- Connected sources
- Document writing
- Approval requests
Write your business plan from the problem and customers you defined, with evidence found by your AI assistant
- Situation
- The problem you faced, customer interviews and references are scattered across notes, photos and email. You need to write a business plan backed by evidence for what you decided, and shape your service idea.
Workflow
Research
market data and sources organized around keywords you chose
Connect
link notes, interviews, email and earlier work
Ask
where there is no evidence, it asks instead of making things up
Write
evidence added to the plan you wrote, plus a design draft
- Possible deliverables
- You end up with a business plan whose judgments are yours and whose evidence is attached, plus a design draft of your service's features and screens.
Features used
- Research
- Previous work and references
- Document writing
- Design drafts
Build the booking service you decided on to the design and run it on your PC
- Situation
- A booking service needs membership tiers and passes. Outsourced development exceeds the budget, while simple building tools cannot cover the required features.
Workflow
Service design
turn the membership, booking and pass features you chose into screens and data structures
Coding
code written to the design, with you checking and approving each feature
Run on your PC
run the features, let customers try them and confirm what to fix
Remote
check progress and approve tasks from your phone
- Possible deliverables
- You run and check, on your PC, membership, booking and pass management code built with your review. You handle server deployment and configuration for public release yourself.
Features used
- Service design
- Coding and development
- Local execution
- Remote control
Use shared company reports in the next analysis
- Situation
- Reports and meeting records are scattered across departments, making related information hard to review together.
Workflow
Write reports
prepare department reports in Agent
Share materials
choose what to upload to Works
Connect company knowledge
link messages, meeting notes, work records and materials
Draft an analysis
Agent uses connected company materials
Track follow-up work
review the results and manage next steps in Works
- Possible deliverables
- Draft an analysis connecting sales changes and customer complaints. The person in charge reviews possible causes and assigns follow-up work.
Features used
- Works company knowledge
- Messaging and project management
- Agent document writing
- Under customer agreements, actual deployments disclose industries only, not company names or detailed figures.
- Usage examples are not results achieved by a specific customer. Deliverables depend on materials, requirements and review.
- Agent work files, conversations and memory are stored on the PC. Information needed to generate answers and documents may be sent to external AI services.
- Materials shared in Works are kept in company shared storage. Works is included in Pro and Max.