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NextAI Revenue Operations Hub

NextAI is Group 6's AI services business and revenue operations hub. The project models a company that sells Odyssey 3.0 / 3.5 AI usage plans, rates that usage through Oracle BRM, and gives operators a modern AI-assisted dashboard for understanding customers, revenue, usage, bills, and report workflows.

The web app is a Next.js 15 alternative to a traditional Power BI-only workflow: it reads live Group 6 BRM data from Oracle, turns it into operational charts and safe report-builder queries, and layers Gemini/OpenRouter-powered assistance on top so users can ask questions, draft reports, and move faster without writing SQL by hand.

What this project includes

  • A customer and usage analytics dashboard for /service/nextaig6.
  • A statistics and report workspace with preset reports, custom reports, and natural-language report drafting.
  • Read-only Oracle access with guarded SELECT / WITH query execution.
  • BRM-focused documentation, demo scripts, custom Group 6 opcode source, and validation runbooks for the OCI server.
  • A Power BI companion project under reports-dashboard-pbi for comparing the same Group 6 dataset in Power BI.

Product scope

NextAI acts as the AI provider. Oracle BRM is the system of record for customer creation, purchased products, usage events, rating, tax evidence, and billing. This application sits above BRM as a workflow layer: it does not mutate billing data, but it makes the live data easier to inspect, explain, and turn into decision-ready reports.

Current dashboard scope:

  • Group 6 service type: /service/nextaig6
  • AI service plans: Odyssey 3.0 and Odyssey 3.5
  • Usage event type: /event/session/usagegr6
  • Main app pages: Overview (/) and Statistics & Report (/report)
  • AI features: chart summaries, dashboard chatbot, and report-selection drafting

Prerequisites

  • Node.js 18+ and npm
  • Read access to the Oracle BRM DB through an SSH tunnel to localhost:1521/orclpdb
  • Optional: Google AI Studio / Gemini or OpenRouter API key for AI assistance

Get it running

# 1. install dependencies
npm install

# 2. configure environment
cp .env.example .env.local
#    then edit .env.local: set AI provider keys and the OCI_SSH_* values

# 3. open the SSH tunnel to Oracle (keep this terminal running)
npm run db:tunnel

# 4. start the dev server
npm run dev

Open http://localhost:3000.

Useful scripts

Command What it does
npm run dev Start the dev server with hot reload
npm run build / npm run start Production build / serve
npm test Run Vitest unit and route tests
npm run lint Run ESLint
npm run db:tunnel Open the SSH tunnel to the Oracle host
npm run db:health Check the DB connection
npm run export:g6 Export Group 6 customer/product/usage data
npm run export:pbi Export the dataset used by the Power BI companion

Report builder

  • /report includes preset reports and a catalog-driven custom report builder.
  • Custom SQL is built only from allow-listed dimensions/measures in lib/metrics-catalog.ts; user values are always bound parameters.
  • AI report drafting uses POST /api/group6/report/ai, then validates model output against the same catalog before any query can run.
  • See docs/Data_and_reports.md for the data model, report prompts, provider behavior, and smoke checks.

BRM and server context

The web app is read-only. Data creation and billing demos happen on the OCI BRM server with tools such as testnap, custom Group 6 opcodes, pin_virtual_time, and pin_bill_accts.

Useful references:

Notes

  • Without the tunnel, DB-backed dashboard routes return a not-connected state; report previews return a graceful unavailable message.
  • If no AI provider key is set, assistant/report-draft endpoints return clear configuration errors while the non-AI UI still works.
  • Secrets live in .env.local and must stay server-side. Do not expose Oracle or AI credentials through NEXT_PUBLIC_ variables.

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