AI Integration for Enterprise Teams
We build custom AI partnerships that amplify your existing talent — the Iron Man model, where the human stays at the core and AI becomes their execution layer.
Get Your Free AssessmentThe Problem
Enterprises want AI. Everyone's talking about it. But these fears keep killing projects before they start.
Teams resist AI because they think it's coming for their roles. Morale tanks. Adoption stalls. The best people leave.
57% of companies claim agents in production. Only 1 in 10 actually do — the rest are glorified demos that die in your real stack.
Every vendor wants to sell you their platform, their workflow, their vision. But you already have a stack that works. You need AI that fits into it — not replaces it.
Our Approach
Think Tony Stark's suit. The human doesn't disappear — they become more capable. AI as amplifier, not replacement.
"You don't need a new religion. You need AI that fits YOUR church."
Custom-fitted to your team.
We don't rip out your stack. We wrap AI around it.
Services
Project-based pricing — you know the number before we start. Every engagement includes full knowledge transfer and zero lock-in.
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 based on your reality.
Based on team size and stack complexity
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.
Per agent, depending on complexity
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.
Minimum 5 seats
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.
Scales with usage and scope
The Casulo Promise
We stay until it works in your reality — not just in a demo environment.
Your team owns everything we create. Full knowledge transfer, always.
Our goal is to make ourselves unnecessary. We teach, not trap.
Why Us
Andre Vianna brings 41 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, 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, researching stacks, building products.
Memory Gems was built from concept to app store by a two-person team: one human, one AI. That's not a talking point. That's a shipped product.
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.
On our call, we don't give you a pitch deck. We solve a real problem from your backlog — with AI, in real time, screen-shared. Then we ask:
"Want your team to work like this?"
Proof Points
AI integration done right delivers measurable results. Done wrong, it makes things worse.
Get Started
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.