Making Your Teams
Superhuman, Not Obsolete
The Iron Man model: the human stays at the core, AI becomes their execution layer. The engine behind it is AID — the agentic software-delivery platform we built, open-sourced, and run on real client work.
The human is the pilot. You issue the command; the AID pipeline executes phase by phase — and stops for your approval at every step.
Built for enterprise software teams running real stacks
Three Fears Killing AI Projects
Enterprises want AI. Everyone's talking about it. But these fears keep killing projects before they start.
Job Displacement
Teams resist AI because they think it's coming for their roles. Morale tanks. Adoption stalls. The best people leave.
Demo-to-Production Death Valley
57% of companies claim agents in production. Only 1 in 10 actually do — the rest are glorified demos that die in your real stack.
90% never ship for realVendor Lock-In
Every vendor wants to sell you their platform, their workflow, their vision. You already have a stack that works. You need AI that fits into it — not one that replaces it.
The Iron Man Model
Think Tony Stark's suit. The human doesn't disappear — they become more capable. AI as amplifier, not replacement. AID is the suit.
"You don't need a new religion. You need AI that fits YOUR church."
- Senior engineers stop writing CRUD and start designing systems
- Junior devs level up faster — AI handles grunt work while they learn patterns
- Teams ship 30–50% faster without hiring more people
- Your architecture stays coherent — the same humans still steering
Custom-fitted to your team.
We don't rip out your stack. We wrap AID around it.
The AID Pipeline
Six numbered phases, each ending at a human gate. Two optional Deliver skills. Eleven feedback loops, with the Knowledge Base at the center — the open-source platform we run on your work.
Clear Scope. No Surprise Invoices.
Every engagement is AID-powered — clear scope, full knowledge transfer, and zero lock-in. We scope each engagement to your team and stack.
AI Readiness Assessment
1–2 weeks · Fixed price
We dig into your actual codebase, workflows, and team culture to find high-value integration points. Readiness scorecard, priority roadmap, risk assessment, and ROI projections grounded in your reality.
Custom AI Agent Build
4–8 weeks · Project-based
Purpose-built AI agents that understand your stack, conventions, and domain. Code-review agents, migration assistants, test generators, documentation bots — integrated into your workflow with full handoff.
Team AI Enablement Training
1–2 weeks · Per team
Hands-on workshops using your actual codebase. Effective prompting, building trust with AI, workflow integration, and avoiding traps. Your code, your problems, your context — not slides about someone else's.
Ongoing AI Operations
Monthly retainer
AI isn't set-and-forget. Monthly performance reviews, prompt tuning, new agent development, priority support — you get on a call with us, not a ticket queue. Quarterly roadmap updates included.
AID-Powered Delivery
Per project · End-to-end
We build your software end-to-end through the AID pipeline — discovery, specification, implementation, review, and production monitoring. The same agentic platform we open-sourced, run by the people who created it.
Adopt AID in Your Team
2–4 weeks · Installed + trained
We install AID directly into your repos, wire it to your stack and conventions, then train your team to run the full agentic pipeline themselves. Open source means it's yours to keep — no lock-in, ever.
Every engagement is scoped to your team, stack, and roadmap — no fixed menu, no surprise invoices. Tell us what you need and let's talk
"Things go in raw. They come out transformed."
We Don't Ship & Vanish
We stay until it works in your reality — not just in a demo environment.
No Black Boxes
Your team owns everything we create. AID is open source. Full knowledge transfer, always.
No Knowledge Gatekeeping
Our goal is to make ourselves unnecessary. We teach, not trap.
We Don't Just Consult. We Practice.
Andre Vianna brings 25+ years of enterprise software engineering — mainframes through microservices, .NET Framework through .NET 9, Azure from VMs to Container Apps. He's lived through every architecture trend and seen what ships and what dies.
But credentials alone don't make us different. Every consultant has a resume.
Here's what makes us different: we work alongside AI agents every day. Not as a novelty. Not as a demo. As the actual way work gets done — designing systems, writing code, reviewing architecture, building products.
We built & open-sourced AID — our agentic software-delivery platform — and we run it on real client work, every day. It isn't a slide. It's the engine we use to ship.
Read the AID docsMemory Gems was built from concept to app store by a two-person team: one human, one AI. That's not a talking point — it's a shipped product.
You've Already Seen It
The assessment you received? We researched your stack before we ever got on a call. We walked in knowing your architecture, your pain points, your opportunities — because we did our homework.
You've already experienced what we sell.
The Live Proof
On our call, we don't give you a pitch deck. We solve a real problem from your backlog — with AID, in real time, screen-shared. Then we ask:
"Want your team to work like this?"
The Data Speaks
AI integration done right delivers measurable results. Done wrong, it makes things worse.
Let's Start With Proof, Not Promises
Tell us your team, your stack, and your biggest pain points. We'll tell you honestly if AI can help — and if we're the right fit. No pitch deck. Straight answers.