AI · Enterprise SaaS
React · Node.js · LLM · Air-gapped
2024
New product, from zero
BRMS, but without the complexity tax
Existing platforms like Drools and IBM Operational Decision Manager are powerful and impossibly complex. We were asked to build a third option.
Business rules management is a category dominated by tools that are powerful but punishing. Drools, IBM Operational Decision Manager, and their peers ship serious capability behind interfaces a business owner can't use without weeks of training.
The challenge was to design a platform that lets business owners manage complex rule sets directly, without engineering hand-holding. It had to be powerful enough to handle real production rule sets, secure enough for the regulated industries that need BRMS in the first place (which often meant air-gapped deployment), and intelligent enough to help users instead of asking them to translate policy into tables by hand.
And the AI piece had to actually work. We needed to train the model to generate rules that are accurate and cover all possible scenarios, not just look correct on the happy path.
An AI-powered BRMS that doesn't make you regret it
Plain language in, decision tables out. Security, versioning, and a clean integration API built in.
AI Rule Generation
Trained an AI to convert plain-language policy statements into BRMS-compatible decision tables. Business owners write English, the system writes rules.
Decision Table Editor
A clean UI for managing complex rule sets without engineering. Business owners create, edit, and version rules themselves.
Resolve API
A single API endpoint that returns the decision for any input. Easy to integrate from any web application, no BRMS infrastructure required.
Air-Gapped Deployments
The platform runs without internet access. Sensitive policy data never leaves the customer's network. Security and compliance from day one.
Versioning & Audit Trail
Every rule change tracked, every decision logged. Roll back, compare versions, satisfy auditors without extra tooling.
Scenario Coverage Testing
The AI is trained to generate rules that cover edge cases. Built-in testing surfaces gaps before they reach production.
A new way to manage business rules
Security and simplicity, without the BRMS-platform tax.
Drools and IBM ODM complexity replaced with a UX a business owner can use.
Sensitive policy data stays on the customer's network. No phone-home, no third-party calls.
One Resolve API call where teams used to wire up a BRMS engine.
An AI-powered enterprise stack
Modern web tools fronting an LLM-driven backend that ships into security-conscious environments.
React + TypeScript
The decision table editor where business owners spend their time. Built for clarity in a category known for complexity.
Node.js
Rule processing, the Resolve API, and the AI orchestration layer. Same language end to end.
LLM Integration
AI-powered rule generation. Tuned to produce accurate, scenario-covering rules in the BRMS decision-table format.
PostgreSQL
Rule history, versions, and audit logs. Relational data for a domain that lives and dies by traceability.
Air-Gapped Deployment
Self-hosted infrastructure that runs without internet. Customer-controlled, customer-secured, customer-owned.
Docker + Kubernetes
Containerized for predictable deploys into customer environments, from public cloud to fully on-prem.
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