AI Integration
AI, built into your business systems. We build websites and systems that AI can connect to, so adding LLMs or AI agents needs no rebuild.
When AI can't connect, the problem is usually the system
LLMs can already reason. What holds companies back is the data, interfaces and permissions in their systems.
Data locked in pages and attachments
Content lives only in page layouts or PDF attachments. AI cannot read the fields or tell which version is current.
What we do in delivery: Content and business data are stored as structured fields, attachments are searchable, and every record carries its source and update time.
No API to call
Business functions can only be clicked through in the interface, so AI can look but not act.
What we do in delivery: Business functions expose standard APIs with OpenAPI documentation, so LLMs and AI agents can call them directly.
Weak permissions and audit trails
No one can say which data AI may touch, and when something goes wrong there is no record of who did what and when.
What we do in delivery: Read and write permissions are configured separately, write actions need human approval, and every step is logged.
Data cannot leave the company
Contracts, customer and operating data are commercially sensitive and should not go to outside cloud services.
What we do in delivery: Systems are deployed on-premises and can connect to locally hosted models, so data stays in your own environment.
Website not cited by AI search
AI search cannot read the page content, or cannot tell which company it belongs to.
What we do in delivery: Page content is written into the HTML, with structured data, an llms.txt file and matching Chinese and English URLs.
AI in our projects
AI works inside businesses that are already running. Answers cite their sources, and people approve key actions.
- Contract management
AI review in the Zico contract management system flags risk clauses and extracts amounts, terms and payment milestones, citing the source text for legal to confirm.
Contract management → - Business systems
AI capabilities connect as needed, built on our One platform or the model you specify. Answers cite their sources, and key actions require human approval.
Systems → - Websites
Sites built so search engines and AI assistants can read them, and so their content gets found and cited.
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Our products
We turned needs that kept coming up in projects into products. Product details, documentation and source code are on their own sites.
- AI agent platform
One
Open source and deployable on-premises. Connects ERP, OA, databases and APIs under permission and audit controls, so LLMs can carry out tasks across systems.
- Contract management
Zico
Drafting, approval, signing, performance and archiving in one place. AI capabilities run on One, and the system is in production at enterprise clients.
FIM Labs · fim.ai
More AI products and research
Beyond One and Zico: AI products, research tools, papers and AI deployments, on fim.ai.
Tell us about your systems
Tell us about your current systems and data, and the problems you want AI to solve.
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