Enterprise AI / ML Consulting
The Backbone of the One-Person Billion Dollar Business
The experts in Enterprise Agentic Framework Integration - generative AI systems enabled by bespoke production ML pipelines. Intelligence driving measurable transformation.
What We Do
Core Capabilities
End-to-end AI engineering — from concept through production deployment. We don't just consult. We build.
Generative AI Design
Architecture and implementation of LLM-powered systems — RAG pipelines, agent frameworks, and enterprise-grade generative AI solutions.
Machine Learning Engineering
Production ML systems from feature engineering through model deployment. MLOps pipelines that scale with your data.
Analytics & Data Pipelines
Real-time and batch data processing architectures. ETL/ELT pipelines, data lakes, and analytics dashboards that surface actionable insights.
Cloud Infrastructure
Distributed systems on AWS, GCP, and Azure. Container orchestration, serverless architectures, and infrastructure as code.
Enterprise AI Deployment
Secure, scalable AI deployment for regulated industries. Model governance, monitoring, and 24/7 production support.
CracksU Talent Network
Access vetted, elite AI engineers forged through the most rigorous proving ground in the industry. Enterprise talent pipeline.
Our Products
Products Portfolio
We don't just consult — we build the tools, train the talent, and deliver the solutions.
CracksU
AI-native training institution and elite talent network. The proving ground for early-career engineers. Clear the bar. Earn access.
Learn more →Aerie Ascendance
Agentic coaching for the enterprise. Forge teams that deploy trustworthy multi-agent systems — and own the full AI value chain.
Learn more →Nest
AI site-layout engine for real-estate due diligence. Auto-positions infrastructure, generates road networks, and estimates cut/fill volumes from KMZ + topographic data — turning days of layout work into minutes.
In DevelopmentMetawood
End-to-end AI ad-video studio. Turns a product brief into brand-consistent promotional videos by locking your product image as a visual anchor across every scene.
In DevelopmentFalcon Agent Recon (FAR)
Autonomous AI sales agent that discovers, scores, and enriches leads against your ICP — running 24/7 prospecting at a fraction of enterprise tooling cost.
In DevelopmentAmara
AI-Native Developer Productivity Platform — IDE, Cloud API, MCP Server, CLI, and IDE Extensions. Better AI-assisted development at better pricing.
Coming SoonTrader
AI-powered trading application.
Amara Anywhere
Universal Mobile AI assistant.