● INTERNAL HAS SYSTEM
HAS Business System
Authoritative commercial engine powering HEX Automation Services. Implements an 11-entity master ledger with live Google OAuth token management, bi-directional Google Sheets synchronization, and deterministic formula calculation.
- Verified comprehensive test coverage across all internal pipelines
- Live Google Sheets REST API v4 integration with idempotency
- Zero-leak credential guards and strict data sanitization
Python 3.13
Google Sheets API v4
OAuth 2.0
PyTest
● INTERNAL HAS SYSTEM
Channel-Agnostic Business Intake Service
Unified commercial transaction gateway orchestrating client CRM deduplication, catalog resolution, order generation, deposit ledgering, and automatic financial margin computation.
- Normalized contact matching (Email, WhatsApp, Discord)
- Replay-safe idempotency token cache
- Automatic spreadsheet formula injection protection
CRM Engine
Financial Logic
State Machine
Formula Guard
● LIVE DEMO ARCHITECTURE
Lead Qualifier Agent Architecture
Autonomous cognitive agent designed for continuous lead triage. Extracts operational requirements, validates business domain fit, scores deal readiness, and notifies the account team via webhooks.
- Real-time intent extraction via function calling
- Strict fallback routing when confidence < 0.85
- Direct webhook integration with Discord & Slack
Gemini API
FastAPI
Webhooks
Function Calling
● LIVE DEMO ARCHITECTURE
Discord Community Operations Engine
Multi-tiered Discord moderation and onboarding system. Supports modal-driven support tickets, member role verification, automated knowledge base grounding, and audit logging to Google Sheets.
- Role-based access control with granular permission checks
- Stateful ticketing machine with transcript export
- Asynchronous task queues with rate-limit dampening
Discord.py
AsyncIO
SQLite
Ticket FSM
● COMING SOON
Enterprise Multi-Agent Swarm
Next-generation autonomous system orchestrating specialized agents (Router, Planner, Executor, Media, Speech, Validator) over a unified state bus with Level 7 failure recovery.
- Decentralized task graph decomposition
- Zero global history pollution via context isolation
- Automated regression testing before output delivery
Multi-Agent Swarm
RuVector Memory
Task Graphs
● COMING SOON
Autonomous Financial Ledger Sync
High-throughput payment gateway settlement processor. Reconciles bank statements, PayFast payment tokens, and invoice line items directly against enterprise cloud spreadsheets.
- Cryptographic signature verification on inbound webhooks
- Double-entry bookkeeping validation engine
- Automated PDF receipt generation and Gmail dispatch
Financial Ledger
PayFast Gateway
Gmail API
