AI integration for Claris FileMaker
Add AI to the FileMaker solution your team already uses.
We design and integrate AI-assisted
functions inside existing FileMaker workflows — connected to the right
records, documents, rules and users.
Keep FileMaker at the centre of the work.
Your team should not need to leave FileMaker, copy information into a
separate AI tool and paste the result back into a record.
Lolli Group integrates AI functions into the layouts, scripts and
processes users already understand. FileMaker remains the operational
system while AI supports a defined task with controlled access to the
required data.
What FileMaker AI integration means
AI works with the current record and process.
An integration can send approved information from FileMaker to an AI
service, receive a structured result and return it to the correct record
or workflow.
The design determines which data can be used, which actions require
review and how errors or incomplete results are handled. The objective
is a reliable business function, not an isolated prompt box.
Practical applications
Add assistance where users already work.
Document and attachment processing
Extract, classify and summarise approved documents, then connect the
result to the relevant FileMaker record.
Email and request handling
Interpret incoming messages, identify the correct customer or process
and prepare structured information for review.
Record search and question answering
Help authorised users find information across selected FileMaker
records and related knowledge sources.
Assisted data entry
Suggest field values, classifications or descriptions while keeping
the user responsible for confirmation.
Data quality checks
Identify missing, inconsistent or unusual information and present it
inside the FileMaker workflow.
Drafting from business data
Prepare emails, summaries, reports or internal notes using the
approved information already stored in FileMaker.
Workflow guidance
Suggest the next action based on record status, available data and
defined business rules.
Integration with the wider system
FileMaker can remain part of a larger business environment.
We connect FileMaker to the systems required by the process,
including:
- ERP and accounting platforms.
- SQL and other external databases.
- Document archives and storage services.
- Email and communication systems.
- Web services and approved APIs.
- Internal applications and reporting tools.
- AI providers selected for the specific requirement.
How we build the solution
1. Review the existing FileMaker workflow
We identify the layouts, scripts, records, users and integrations
involved in the process.
2. Define the AI task
We choose one useful outcome, the data it requires and the result
users need inside FileMaker.
3. Design access and review
We limit the information sent to the AI service and define
permissions, validation and human approval.
4. Build and test the integration
We test the function with approved data, real workflow conditions and
exceptional cases.
5. Deploy and improve
We introduce the function into daily work, support users and refine
it based on verified results.
Security and data control
Do not send more data than the task requires.
A FileMaker AI integration must respect the access already defined
for users and records. It must also establish which data leaves the
system, which provider processes it, what is retained and when a person
must review the result.
We design the integration around approved access, explicit data
boundaries and predictable error handling. Sensitive data is not
included simply because it is available in the database.
When modernisation comes first
The existing solution may need preparation before AI is added.
Older FileMaker solutions can contain unclear workflows, duplicated
data, fragile scripts or integrations that are difficult to maintain.
Adding AI without addressing these constraints can increase complexity
rather than reduce it.
Where necessary, we first stabilise the relevant process, improve
data quality or create a controlled integration layer. If conventional
FileMaker automation is the better solution, we recommend that
instead.
Questions companies ask
Can FileMaker connect to AI services?
Yes. FileMaker can exchange information with approved AI services
through scripts, APIs and integration components. The correct design
depends on the FileMaker version, hosting environment, data and
workflow.
Do we need to replace our FileMaker solution?
Usually not. We first assess what already works. AI can often be
added to one specific process while FileMaker remains the operational
application.
Can AI use data from the current FileMaker record?
Yes, but only the data required for the task should be sent. The
integration must also respect permissions and define how the result is
validated before it is stored or used.
Can AI process FileMaker container documents?
It can process supported documents when the integration securely
provides the approved file or extracted content to the selected service.
File type, size, privacy and retention requirements must be checked
first.
Can the result return to FileMaker automatically?
Yes. A structured result can be written to the correct record or used
by a script. For sensitive or consequential actions, the workflow should
require user review before confirmation.
Can the integration work with other databases and systems?
Yes. FileMaker can be one part of a wider process involving SQL
databases, ERP platforms, document services and external APIs.
Why Lolli Group
FileMaker expertise comes before the AI feature.
Lolli Group understands how FileMaker solutions are structured, how
users work with them and how they connect to the rest of the business
environment.
We combine this FileMaker experience with database integration, APIs,
process automation and AI implementation. This allows us to design a
function that fits the existing solution instead of adding another
disconnected tool.
Start with one FileMaker process that takes too much manual
work.
Tell us which FileMaker solution your team uses, which process you
want to improve and what data or documents are involved.