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.
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.
Agents in production
The agents we've already shipped.
Our senior engineers, each with over 20 years in production software, work alongside AI agents we crafted ourselves. You get a team that moves at AI speed with the judgment to ship safely, and your project inherits the same patterns these agents run on: clear authority limits, human escalation, full audit trails.
These are those agents, doing real jobs in live products right now.
Adley
Paid-search agent
Runs Google Ads end to end: writes and tests ad copy, optimizes bids to customer lifetime value instead of clicks, watches campaigns hourly, and sends an SMS the moment something breaks.
AI Rep & AI Manager
Two-tier customer service desk
Answers calls and chats, resolves routine issues, and escalates through a manager tier with real authority limits on refunds and credits before a human ever picks up.
The Reader
Document intelligence
Reads receipts, invoices, and messy spreadsheets into structured records, then surfaces money findings like invoices going quietly unpaid. Every model call is versioned and ledgered for audit.
Sparkaly
K-12 classroom AI
A guided learning companion for students and teachers, built with the guardrails a school setting demands.
Meet the AI Agents
Every build ships with a full bench.
We distilled the combined experience of our senior engineers into a series of AI agents, each holding one discipline to a professional standard. Every deliverable passes their reviews before you ever see it. Our engineers direct; the agents never ship anything unreviewed.
Mercer
AI Agent · CMO
Reviews positioning, conversion paths, and messaging on everything client-facing. If a page will not earn a lead, Mercer says so before launch.
Quill
AI Agent · Copywriter
Voice, clarity, and microcopy. Every error message, button, and email is rewritten until a first-time reader gets it instantly.
Halsey
AI Agent · SEO Manager
Metadata, structure, search intent, and page speed. Ships nothing that a crawler or a customer cannot find.
Vera
AI Agent · Visual QA
Walks every deployed page at desktop and mobile sizes, screenshot by screenshot, before anything is called done.
Ledger
AI Agent · DBA
Schema design, indexes, and migration safety. Guards the data layer so growth never means a rewrite.
Warden
AI Agent · Security Auditor
Attacks tenant walls and permissions with adversarial probes that run on every deploy, not once a year.
Sable
AI Agent · QA Engineer
Builds browser journeys that click exactly what your customer clicks, so no customer is ever the first to hit a broken button.
Directed by senior engineers.
The agents review; humans decide. Twenty-plus years of production experience sits behind every signoff, and your project gets the whole bench from day one.
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.
Compliance-first engineering
Built for the audit you have not been asked for yet.
Your biggest customers will eventually hand you a security questionnaire. We build so the honest answer is already yes: systems designed to align with SOC 2, ISO 27001, PCI DSS, HIPAA, and GDPR requirements from the first commit.
Compliance-first architecture
Access control, tenant isolation, and encryption are designed in on day one, not retrofitted for the auditor. We build systems designed to align with the frameworks your customers will ask about.
Audit trails by default
Every privileged action, every automated decision, every AI model call lands in an append-only log. When the questionnaire arrives, the answer is a query, not a scramble.
Data minimization
We log the shape of sensitive operations, never the content. Smaller sensitive-data surface, smaller breach blast radius, easier answers under GDPR and HIPAA.
Continuously proven
Isolation and access guarantees ship as adversarial tests that run on every deploy. Security that was verified once is a report; security verified on every build is a property.
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 senior-engineering boutique that builds AI agents and production systems we would be proud to ship ourselves. We have created AI-driven products such as AVNZ, Always 305, ShipKeeper, and Adley, and we bring that same ownership mindset to select client projects. We work closely with you to refine your idea, strengthen the product, and turn it into something people genuinely want to use.”
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
700 S Rosemary Ave #204, West Palm Beach, FL 33401