AI software development through Gency AI. GTM AI, automation, and RevOps through SalesGency. Same production discipline, same build methodology, different domains.
Each practice has its own domain expertise, but they share the same production standard — the ROSTR framework, dry-run defaults, audit trails, and cost engineering.
From SOP to shipped system. Agents, skills, prompt libraries, and production web apps — with adoption built in from day one, not bolted on after.
Outbound engines, CRM workflows, attribution systems, and RevOps builds that revenue teams can run every single day — not demos that impress once.
Four principles that run through every engagement — the same production discipline visible in the 16-system enterprise portfolio.
Language models handle what they're good at — reading unstructured text, mapping messy values to clean categories, drafting first-pass copy — while the actual decision is made by deterministic, testable code that produces the same answer on the same input, every time.
Nothing ships without a dry-run path, a rollback plan, and a way to fail loudly instead of silently. Systems that touch live CRM data default to report-only until a human signs off.
AI and enrichment spend is treated as an engineering constraint, not an afterthought. Free eligibility checks run before any paid step, and every workflow reports its own cost.
The most durable output isn't any single automation — it's the standard that makes the next one faster to build safely. A shared build methodology means the organization's AI capability compounds.
Production apps built and deployed — AI-native SaaS, consumer products, and civic tech. Same build standard, different domains.
AI-powered fitness app with personalized workout plans curated from YouTube, TikTok, and Reels. Accountability partners and streak tracking.
trainlola.com →AI messaging assistant that rewrites impulsive or emotionally charged texts — preserving your voice, improving your message.
replaiall.com →AI-powered credit repair agent that guides users through identifying and resolving credit profile issues automatically.
fcragent.com →Coworking space directory — find, compare, and book from 7,000+ locations across 1,100+ US cities.
huddleco.work →Music business education platform with courses, templates, and AI tools for independent artists building sustainable careers.
academy.artispreneur.com →AI-powered social connection app helping users find compatible people to hang out with based on interests and availability.
letsvibeai.com →Whether it's an AI agent, a GTM automation, or a full production app — reach out directly.