When SaaS Isn't Enough
We build custom multi-agent systems — deployed on your infrastructure, owned by you, built for your exact workflow. Not chatbots. Not templates. Systems that work.
Send a message or pick a time · No pitch · We'll map your architecture
30-min strategy call available. No commitment. We'll tell you if it's a fit.
When SaaS Isn't Enough, Own the System.
Real audit data from companies like yours. The difference between renting features and owning intelligence.
The Tenant Tax
Most companies don't own their stack — they rent it. Every SaaS subscription is a lease on your own operations. The landlord raises prices. The lease never ends. Our diagnostics reveal: the average company we assess is paying for tools that overlap, disconnect, and drain productivity — without ever building real ownership.
Based on Waryl internal data across client diagnostics + industry benchmarks (Gartner, Forrester, McKinsey).
What Ownership Unlocks
- ❌14+ disconnected tools
- ❌No cross-system integration
- ❌Manual data handoffs
- ❌Per-seat pricing × N vendors
- ❌Vendor lock-in on your own data
- ✅3-5 specialized AI agents
- ✅Unified system orchestration
- ✅Autonomous 24/7 operation
- ✅One system. Your IP. Your infra.
- ✅You own every line of code
Oscar Oliva
AI Systems Architect
I architect systems where specialized agents think together — each with defined roles, tools, and guardrails. Not templates. Not shortcuts. Systems you own.
I founded Waryl after watching businesses burn$100K+/year on SaaS tools that don't talk to each other. Your CRM doesn't know what your ERP is doing. Your team wastes hours on manual handoffs. That gap — between what SaaS gives you and what your business needs — is where we build.
10+ years designing enterprise software. Since making the shift to AI architecture, I've designed multi-agent systems forlegal tech, logistics, and content operations.
What They Say
Trusted by creators, artists, and professionals
“Hemos hecho de todo con Oscar: avatares con IA, música generada en vivo para eventos, canales en vivo… incluso armamos alritmodemiami.com. Cuando tienes una idea que suena imposible, necesitas a alguien que la entienda y la ejecute. Oscar lo hace.”
Eduardo Pérez Guerrero
Embajador de la Paz, Llaves de la Ciudad de Miami
Director de Forever Talenes y Forever Music
“Trabajamos automatizaciones para mis programas y proyectos. Lo que Oscar me armó me liberó un montón de tiempo. Entiende rápido lo que necesitas y lo resuelve sin vueltas.”
Nanci Guerrero
Embajadora de la Paz, Llaves de la Ciudad de Miami
Directora de Forever Talents · Presidenta de Al Ritmo de Miami
“Les pedí animar un programa de música infantil para mi canal de YouTube. La calidad del resultado fue increíble — honestamente quedó mejor de lo que imaginé. Un trabajo impecable.”
Dany Vila
Multi Grammy Ganador, Productor
Productor
“Hemos colaborado en varios proyectos de IA para música. Las automatizaciones que armamos me ahorran cientos de horas al mes en producción. Para alguien que vive de esto, es un cambio total.”
Kike Purizaga
Multi Grammy Ganador, Productor
+10 moreWhat we build
Three ways to put AI agents to work in your business — from a $1,500 diagnostic to a full production system.
Agentic Audit
See exactly where an AI agent saves you 40+ hours of manual work — before you spend a dollar on development. No commitment to build. Ever.
- ✓ Live workflow analysis of 1 critical process
- ✓ Bottleneck report with ROI estimate
- ✓ 5-min video demo of proposed solution
System Blueprint
Every agent, tool, and data flow mapped. Know your exact timeline, cost, and ROI before writing a single line of production code.
- ✓ Full agent architecture spec (PDF + interactive)
- ✓ Tool-by-tool logic & cost breakdown
- ✓ Implementation roadmap with milestone ROI
Custom System
Your vision. Your architecture. Your IP. A completely custom AI workforce designed and built for your exact business, your infrastructure, and your strategy.
- ✓ 1 production agent live in ~3 weeks
- ✓ Modular code — add more agents when ready
- ✓ Full documentation + architecture handoff
This is how your team works today.
Every tool holds a piece of the process — none of them talk to each other.
Every month you wait costs more than you think.
Directional estimates based on Waryl client diagnostics. Your specific numbers come from the audit.
Fragmented SaaS
lost annually to manual handoffs between disconnected tools — work machines should be doing.
Hiring Doesn't Fix It
fully loaded cost of 1 FTE to manage integrations — but headcount can't fix broken architecture.
Waryl Custom System
one-time. You own the IP. Agents work 24/7 on your infrastructure.
Based on Waryl internal data across client diagnostics. Individual results vary by industry and workflow complexity. The $1,500 audit produces a custom assessment with your actual numbers.
The Waryl Difference
Three reasons CTOs choose us — and why none of them are "we care about your success."
Not Chatbots. Architects.
Most "AI agencies" connect ChatGPT to your website and call it a day. We design systems where multiple specialized agents collaborate — each with defined roles, tools, guardrails, and communication protocols. The difference between a chatbot and a multi-agent system is the difference between a pocket calculator and a trading floor.
Production-Ready from Day One
Not proof-of-concept. Not demos. Every system ships with observability, error handling, automated recovery, human-in-the-loop gates, and complete documentation. We design for production before we write a line of code.
Multi-Domain by Design
Text, image, video, voice, and structured data — from day one. A single system can process a video frame-by-frame, transcribe it, analyze sentiment, generate a report, and update your CRM. Most agencies don't design for multi-modal because they can't. We do.
You Own Everything. Always.
Every line of code, every fine-tuned model, every architectural decision belongs to you. No licenses. No platform lock-in. No recurring fees for access to your own IP. Deployed to your VPC, your cloud, your control. Your system. Your data. Your property.
Ready to design your system?
Let's talk about what multi-agent AI looks like for your business.