We do not build loose automations.
We build operations that hold up.
Every engagement follows the same 5-phase methodology. You always know what is happening, what comes next and what success looks like — before a single line of code is written.
No improvisation. No surprises.
No undocumented systems.
Every phase has a defined input, a defined output and client approval before moving forward. You are never in the dark.
Diagnostic
We do not build before understanding. The diagnostic maps every manual process in your operation, quantifies the cost in time and money, and produces a roadmap prioritized by ROI — not by what is technically interesting.
Why it matters: Most automation projects that fail skip this phase: they build the wrong thing — the flashiest flow, not the one that unlocks the most value.
Qué sucede
Blueprint
Before writing a single API call, the full architecture is designed and approved. Every data flow, decision, error path and integration point goes into a written document — reviewed and signed off by your team before building.
Why it matters: The blueprint is the contract. It removes ambiguity, prevents uncontrolled scope creep and guarantees your team understands exactly what will be built — before it is built.
Qué sucede
Build
Engineering follows the approved blueprint to the letter. Flows are built in staging, integrated in sequence and reviewed internally before any external testing. The AI layer is tested and evaluated for accuracy before touching real data.
Our standard: Every pipeline includes idempotency, retries with exponential backoff, an error queue and structured logging from day one. It is not added later — it is born that way.
Qué sucede
QA and launch
Nothing goes to production without passing a structured QA protocol. We test correctness, resilience and volume — not just the happy path. Deployment is gradual (shadow run) to catch any surprises before they touch your real operation.
What we test that almost nobody tests: Duplicate events, API rate limits, network timeouts, malformed inputs and concurrent execution under load.
Qué sucede
Operation (AgentOps)
Launch is not the end — it is where compounding begins. Every system is monitored 24/7 and improved with monthly optimization sprints based on real execution data. Agents perform better in month 6 than in month 1.
This is the difference: Most agencies deliver and disappear. We operate the system, improve it every month and expand it with your business — or transfer it to your team with a runbook if you prefer to run it yourself.
Qué sucede
This is not Zapier consulting.
It is operational engineering.
What separates production-grade automation from fragile hobbyist workflows — and why it matters when you scale.
Blueprint before code
Every system is fully designed and client-approved before building. The architecture document is the contract: ambiguity does not enter the build phase.
Security as a principle
Encryption, least privilege, secrets management and audit logging in every pipeline from the first line — backed by 15 years of cybersecurity, not patched in when someone asks.
Nothing fails silently
Every execution is logged. Every failure triggers an alert. Every error has a defined recovery path. You find out about problems before your customers — and before they cost money.
Idempotent by design
Duplicate events never create duplicate actions. Webhook replays, API retries and double triggers are handled at the architecture level — not patch by patch after each incident.
Systems that compound
Monthly sprints use real execution data to improve accuracy, reduce latency and expand coverage. Our agents perform better in month 6 than in month 1.
No hostage pricing
We operate and evolve the system for a clear monthly fee — monitoring, improvements and support included. And if you ever want full control, the handover option gives you code, architecture documentation, video walkthroughs and runbooks.
What the first four weeks
actually look like.
This is not a theoretical waterfall diagram: it is how a typical "Agent in production" engagement runs, from signature to go-live.
A typical agent reaches production in 2–4 weeks. Multi-area programs vary by scope — typically 4–8 weeks.
Preguntas comunes
Las preguntas que surgen antes de arrancar cualquier proyecto.
We build in a simulated environment while access is obtained — adding 2–3 days at most. The blueprint includes a credentials checklist so your IT team knows in advance what is needed and when; it usually takes them under 2 hours to prepare.
For focused agents with clear scope and available access, yes, it can be accelerated. On large systems under time pressure we parallelize the diagnostic, the architecture and the low-risk work. What we never compress: QA and the shadow run.
About 6–8 hours total in a typical engagement: discovery workshops, architecture review, access handover and final acceptance. We deliberately minimize the demand on your team so it can keep running the business.
Yes — most projects integrate what you already have instead of replacing it: CRM, ERP, WhatsApp, e-commerce, invoicing, spreadsheets, custom APIs and hundreds of other platforms.
The standard model is managed: the platform is ours and we operate it for a monthly fee that includes support and continuous evolution. If at some point you prefer full ownership, the handover option transfers complete documentation, workflow exports, architecture diagrams, admin guides and code access.
Launch is the beginning, not the end. Every production system includes monitoring, alerts and reporting. Most clients continue with Managed AgentOps: monthly optimization sprints, coverage expansion and adaptation to new requirements — or we transfer the operation to your team with a runbook.
The evaluation call is free.
The diagnostic is Phase 1.
The 30-minute call is not a pitch: it is to find out if there is a fit. If there is, the diagnostic kicks off the process with a written roadmap and budget — and is credited to your first project.
"They came to the call with specific observations about our operation. It felt less like a sales call and more like a working session."
"Zero pressure. We left with the roadmap, the per-phase budget and a clear proposal — everything I needed to decide with my partner."
Automating operations since 2022 · LATAM, US and Europe