Production AI Systems

AI That Ships.
Not Demos.

Voice AI, fraud detection, autonomous agents, and computer vision -- all running in production. Not proof-of-concepts. Not Jupyter notebooks. Production systems with SLAs.

<500ms
Voice AI Latency
22
Autonomous Agents
1,000+
Articles/Day
55.7M
Records Indexed

Production AI Capabilities

Each capability is backed by a real product running in production.

Voice AI

Sub-500ms response times with Groq LLM. 8-state conversation machines. Natural language ordering. GDPR-compliant ephemeral processing. Proven with Sotto (UK restaurants).

<500msResponse Time

Fraud Detection (ML)

Real-time ML scoring for banks and MFS providers. Behavioral analytics, risk scoring, anomaly detection. Live at aegis.karitkarma.com (Aegis/AFTP).

Real-timeML Scoring

Autonomous Agents

22-agent AI newsroom pipeline at NewsForge. Agents for source monitoring, drafting, fact verification, translation, SEO, and distribution. 1,000+ articles/day.

22AI Agents

Computer Vision

CLIP embeddings for semantic image search. Facial recognition in Professional Vault. pgvector for similarity search across 55.7M metadata records (Boooks).

55.7MRecords Indexed

Ready to build production AI?

We build AI systems that work at scale, not demos that impress in meetings.