Real-world AI

01 / Content Intelligence

Multi-Agent Content Intelligence

A fleet of specialized AI agents that research, write, optimize, and quality-assure enterprise content — with multi-source fact verification, editorial approval workflows, and competitive intelligence built in.

• Multi-source research synthesis from live web, academic, and government sources

• Brand voice architecture with tone-drift detection

• Multi-source fact verification with confidence-scored citations

• Editorial approval workflows with multi-stage review and revision cycles

Contentrix · our own content operating system

Built with: Python · FastAPI · React 19 · PostgreSQL · Redis · LangGraph

Industries: B2B SaaS · Enterprise Marketing · Agencies · Publishing · Consulting

02 / Enterprise Voice AI

Enterprise Conversational Voice AI

An industry-agnostic voice platform with configurable inbound and outbound campaigns, intelligent specialist routing, and multi-provider telephony — backed by a real-time analytics dashboard with LLM-powered post-call quality analysis.

• Configurable inbound intent categories, tuned per industry

• Priority-based SLA escalation with intelligent specialist routing

• Multi-provider telephony with automatic failover

• LLM-powered post-call analytics with tone and sentiment scoring

Built with: Python · FastAPI · React 19 · PostgreSQL · Redis · LangGraph

Industries: Premium Automotive · Luxury Hospitality · Financial Services · Healthcare · High-Value Sales

03 / Document Visualization

Document-to-Knowledge Visualization

Turn any document — PDF, Word, PowerPoint, images, web pages — into interactive, AI-powered visual knowledge maps through a multi-stage agentic pipeline with per-node confidence scoring, collaborative editing, and git-like versioning.

• Universal document parsing (PDF, Word, PPT, images, web, OCR)

• Multi-stage LangGraph agentic processing with configurable quality gates

• Per-node confidence scoring with document-type-specific thresholds

• Collaborative editing with offline-first persistence and git-like versioning

Vega · our own document intelligence platform

Built with: Python · FastAPI · Next.js 14 · PostgreSQL · MongoDB · Redis

Industries: Research · Legal · Healthcare · Education · Finance · Knowledge Management

04 / Regulatory Automation

Compiler-Driven Regulatory Automation

A multi-pass compiler pipeline that treats compliance workflows like code — with extensible domain-specific languages, ANTLR4-powered grammar compilation, confidence-banded scoring, and hash-chained audit trails. Built for any industry where regulatory mistakes are not an option.

• Extensible domain-specific languages with ANTLR4-powered grammar compilation

• Graduated autonomy — from fully automated to mandatory human review

• HMAC-SHA256 tamper-evident, cryptographically signed audit trails

• PolicyDevOps with draft-compile-deploy versioning and instant rollback

Built with: Python · FastAPI · React 19 · ANTLR4 · LangGraph · SQLite WAL

Industries: Healthcare · Financial Services · Insurance · Supply Chain · Pharma Compliance

05 / Reasoning Infrastructure

Governance-Native Reasoning Infrastructure

Production-grade reasoning engines with built-in observability — where every thought, action, and decision is traced, role-projected for different audiences, and audit-ready. Includes an embeddable visual debugger with live streaming and replay.

• ReAct, Plan-and-Execute, and Self-Correction reasoning engines

• Role-based trace projection — developer, reviewer, client, compliance views

• Embeddable visual debugger with plan board, playback controls, and event search

• Role-gated multi-format exports with immutable logs

Built with: Python · TypeScript · React 18 · Next.js 14 · FastAPI · Pydantic

Industries: Enterprise AI Platforms · Regulated Industries · Multi-Tenant SaaS