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Work/AI system/2025

Hice.AI

A multi tenant business management platform where AI agents run the operations work that used to be forms.

Client

Business software company

Year

2025

Role

Full stack engineer. Agent layer, backend and interface.

Hice.AI interface

The platform replaces a wall of admin screens with instructions in plain language. Ask it to onboard an employee, log a timesheet or produce a report and an agent performs the operation against the real data model.

Multi tenancy was the hard requirement. Every company on the platform is fully isolated through row level security in Supabase, so an agent can never reach across a tenant boundary even if a prompt tries to make it.

The intent layer decides what the user actually wants before anything is written, which is what keeps an AI driven admin tool from being dangerous.

AWhat it does
  • Multi tenant architecture with complete data isolation
  • Agents that carry out real create, update and delete operations
  • Intent detection before any write happens
  • Row level security enforced at the database, not the application
  • Automated reporting and analysis
  • Containerised deployment
BThe hard parts
  • Making agent actions safe when they touch production business records
  • Reliable intent detection across loosely worded requests
  • Modelling relationships that stay correct across tenants

Built with

Next.jsFastAPISupabaseLangChainDocker

Next project

JANUA Financial

Open to new work

Tellmewhatyouaretryingtobuild.

If I am the right person you will get a scope and a number in writing. If I am not, I will say so and point you somewhere better.