AI Agents · Rapid Prototyping · DevOps
We build AI agents and production systems.
Senior engineering for teams building serious products. No slideware. No committees.
Built on a decade of production engineering. AWS-native. Every project led by senior engineers.
Products and platforms we build and operate
What we build
What we build.
Every engagement is led end to end by a senior engineer. Whether you need a single AI agent or a full platform, the deliverable is working software.
AI Agents
Production AI built with Claude, GPT, and Bedrock. Customer service agents, paid search optimizers, content engines. Systems that do real work, not chatbots.
Rapid Prototyping
AI-assisted development to validate a concept fast. Working software you can put in front of users before committing to the full build.
DevOps and AWS
Production infrastructure that scales. ECS, RDS, BullMQ, monitoring, CI/CD. Built right the first time.
AI-Powered Platforms
AI embedded into the product itself. Copy generation, LTV optimization, closed-loop attribution. Features that earn their keep.
Custom Engineering
When off-the-shelf doesn't fit. Multi-tenant SaaS, payment platforms, e-commerce. Built by senior engineers end to end.
Cloud Infrastructure
AWS-native by default. Terraform, ECS Fargate, RDS, CloudFront. Cost-optimized and monitoring-first.
Featured Project · AI Paid Search Manager
An AI agent that thinks like a CMO.
Adley is an AI Paid Search Manager we built and operate. It optimizes Google Ads, Meta, Bing, TikTok, and LinkedIn campaigns against actual customer lifetime value, not just clicks. Built with Claude AI, deployed on AWS, integrated with five ad networks.
- Closed-loop attribution from click to LTV
- AI Copy Lab using actual customer review language
- Stop-loss automation that cuts losing campaigns
- Five ad platforms: Google, Meta, Bing, TikTok, LinkedIn
Live
Adley
AI Paid Search Manager · Built by GG · 2026
LTV lift
+34%
Platforms
5
Why GG
We ship the work. The hype is loud. The code is what matters.
01
Senior engineers only
No juniors thrown at your project. The person who designs your system is the same person who ships it.
02
Weeks, not quarters
We use AI tooling and senior judgment to compress timelines. Most engagements ship in 4 to 8 weeks.
03
AWS-native by default
We build on AWS because we've seen everything else. ECS, RDS, CloudFront, the whole kit. Production-grade from day one.
Selected work
Other systems we operate.
Payments
AVNZ Payment Platform
A multi-tenant payment platform we built and operate. Funnels, subscriptions, gateway routing, and customer service AI in one stack.
Customer Service
CS AI Module
Tiered customer service AI with voice, chat, and human escalation. Built and running inside the AVNZ platform.
E-commerce
ShipKeeper
A standalone shipping protection product we built and operate. Claims intake, billing, and fraud checks end to end.
Stack
Boring tools. Production scale.
We pick boring technology. Boring scales. Every tool below runs in production today across the systems we operate.
Founder's note
A note from the founder.
“GG Consulting & Management is a small senior-engineering shop. We build AI agents and production systems we'd want to ship ourselves. We started by building our own products: AVNZ, Always 305, ShipKeeper, and Adley. We take selected client work in the same space. If your project doesn't excite us, we'll tell you, and we'll point you somewhere better.”
Bill Cuevas
Founder · GG Consulting & Management
Contact
Let's build it.
Tell us what you're building. We reply within 24 hours.
Ships in
4 to 8 weeks
Stack
AWS-native
Team
Senior only
Prefer email? Reach us at hello@ggcltmgt.com