AI Workplace-Procedures Platform
A LangGraph multi-agent platform that guides HR practitioners through high-stakes workplace procedures, with a human in the loop at every consequential step.
Our role: AI backend + web app (v1 → V2 platform)
The challenge
A confidential Australian client needed to turn high-stakes HR work (investigations, offboarding and employment-relations advice) into a guided software product practitioners could trust, without taking human judgement out of consequential decisions.
What we did
The engagement started small: a single AI-assisted investigation workflow. After we delivered that, the client trusted us to expand it into a full multi-agent HR platform: offboarding, a continuous employment-relations advisor, case management and subscriptions. We built a LangGraph multi-agent backend that walks practitioners through a 12-step workplace-investigation procedure and a 6-step offboarding workflow, with human approval at every consequential step, streaming chat, and AI document generation backed by an evidence matrix. A React case workspace gave CHROs, consultants and business owners their own dashboards behind MFA, with Stripe subscriptions and a retrieval layer over the client's own policy documents.
The result
The engagement expanded from one investigation agent to a platform covering investigations, offboarding and employment-relations advice. The workspace brings case records, tasks and generated documents together, with human approval at consequential steps. The platform is in final development; the client remains unnamed under agreement.
Built with
- Python
- FastAPI
- LangGraph
- MongoDB
- React
- Stripe
In final development; client name withheld under agreement.
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