Legacy systems & migration assessment
An inventory of applications, data and dependencies, with options for the next change.
Practical AI
Test AI against a specific business task.
Start with a bounded task, such as extracting fields, summarizing records or finding information. I can help assess where an assistant is useful and where human review is needed.
When this helps
When you have a task worth testing
- Employees spend time searching approved procedures and internal reference documents.
- Someone needs to extract common fields from incoming documents and review the result.
- Long documents or recurring reports need a first-pass summary for a person to check.
- You want to understand which company information an AI tool would be allowed to use.
The work
How I approach it.
The exact steps depend on your system and agreed scope.
Define the task
Agree the inputs, permitted data and criteria for an acceptable result.
Run a bounded evaluation
Use representative examples and compare outputs with known answers.
Review the limits
Document errors, costs and oversight before deciding whether to use the approach.
Deliverables
What the work can include.
Exact deliverables, access, responsibilities and professional-services fees are agreed for your project.
- Use-case assessment and success criteria
- Data-source and access requirements
- A scoped proof of concept where appropriate
Scope and limits
What to know before starting.
Data quality, access controls and evaluation matter before model or platform choice.
AI outputs can be incorrect. Sensitive information, provider terms, permissions and review requirements must be considered for the actual use case. The project defines what can run automatically, what a person needs to check and how staff can correct or decline a result.
About the companyBefore we talk
Common questions.
Where should we start if our files and data are disorganized?
Start by understanding and organizing the source information. A systems assessment or a document/data project can identify ownership, duplicates and access requirements before an AI tool is introduced.
Do you require a particular AI platform?
No. Product choice follows the task, data handling requirements, integration options and budget. Any proof of concept or implementation is separately scoped, including the software or service costs the business would incur.
Other services
Related services.
Contact
Discuss a data or software problem.
Describe the issue, the system and the result you need.
Send an inquirycontact@netherwooddatapartners.com
Software and database consulting from Netherwood Data Partners.