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Arquitectura & Datos

Process Automation with n8n, Make and APIs

Automating repetitive tasks, integrating tools and building intelligent operational flows.

Flow Valve

Process Automation with n8n, Make and APIs in action

Disconnected, dry pipes.

Manual processes turned into automatic flows.

Turn a valve (drag or tap).
Automatización empresarial Featured experience

Run the flow: manual vs. automated

Press run and watch a manual task turn into an automatic flow.

InteractionRun the flow
ResultTime recovered
MeasuresHours saved per month
Calculate my savings Interactive version in preparation — schedule a call and we'll walk through it for your case.

What this service solves

This service connects forms, CRM, email, spreadsheets, WhatsApp, web platforms, databases, AI, payment systems and internal tools to eliminate repetitive manual work. The priority isn't automating because it's trendy, but reducing errors, saving time, speeding up sales, improving follow-up and creating leaner operations.

What's included

  • Mapping priority manual processes.
  • Designing the ideal flow for each scenario.
  • Selecting the stack (n8n, Make, Zapier, scripts).
  • Implementation with error handling and retries.
  • Technical documentation.
  • Continuous flow monitoring.

How we work

We map current processes, identify manual touchpoints, define the ideal flow, select tools and build automations with control, validation and documentation. Every automation must have a measurable goal.

How we work: service methodology

  • Phase 1 · Flow Audit and Data Mapping (Week 1) — Identifying entry points (triggers), the required data transformations and final destinations.
  • Phase 2 · Pipeline Architecture and Engine Selection (Week 2) — Choosing between n8n (self-hosted for high privacy/volume) or Make/Zapier, and designing the JSON/webhook structure.
  • Phase 3 · Building and Conditional Logic (Weeks 2-3) — Configuring nodes, OAuth2/API-key authentication, error handling and intelligent routing.
  • Phase 4 · Stress Testing and Exception Handling (Week 3) — Simulating atypical payloads, validating automatic retries and alerts on API outages.
  • Phase 5 · Go-Live and Documentation (Week 4) — Deployment to a secure server, live monitoring and delivery of the architecture diagram.
  • Dedicated-infrastructure variant (service 50) · VPS auditing and sizing, installing n8n in Docker with PostgreSQL and Redis, configuring alerts and Git version control, and concurrent load testing before production.

What we need from your team

  • A detailed list of the platforms involved with API credentials or permissions.
  • Examples of real data (JSONs, CSV files, sample emails, form structures).
  • Explicit business rules (what to do if a payment fails, if the email already exists, etc.).
  • Developer accounts or API tokens for the applications to be connected.
  • A VPS server or an enabled n8n/Make account (for dedicated infrastructure: root SSH access to the VPS and management of the domain's DNS).

Deliverables

  • Production automations.
  • Technical documentation for each flow.
  • A monitoring and alerts panel.
  • An operations runbook.
  • An iterative improvement plan.

Who it's for

  • Companies with recurring manual tasks.
  • Sales teams overloaded by CRM work.
  • Businesses with a heterogeneous stack and no orchestration.
  • Operations that want to reduce human error.

Signs you need it

  • The team spends several hours a week manually exporting and importing data between systems.
  • Your cloud automation tool bills are growing faster than your operating volume.
  • There's no certainty that current automations still work correctly without checking them manually.
  • You're worried about depending on third-party infrastructure to process sensitive data.

Benefits

  • A visible reduction in weekly operational hours.
  • Elimination of repeated manual errors.
  • Real-time synced data.
  • The ability to scale without adding people.

Measurable KPIs

  • Hours saved by automation per month.
  • Manual errors avoided.
  • Flow success rate.
  • Propagation latency between systems.

Expected outcome

The company's operation stops depending on repetitive manual entry. Critical flows run on their own, are continuously monitored and produce measurable savings month after month.

Frequently asked questions about this service

What kind of processes can be automated?

Commercial, administrative and operational processes with repeatable rules: lead capture and qualification, CRM updates, invoicing, reconciliation, onboarding, notifications, reports and data syncing.

How long does implementation take?

A narrow flow can be delivered in 1 to 3 weeks; an architecture spanning several systems usually takes around 4 weeks. The timeline is confirmed after reviewing access, business rules, data quality and API constraints.

Does this service replace people?

The goal is to remove mechanical tasks, not human judgment. The team keeps sensitive decisions and handles exceptions, while the system executes repetitive actions, logs evidence and flags when it needs intervention.

When is n8n better than Make?

n8n is preferable when you need control, privacy, complex logic, high volume or a fixed cost on your own infrastructure. Make speeds up standard SaaS integrations.

How are credentials protected?

With secrets managers or encrypted credentials, OAuth2 where available, minimal permissions, rotation, and separation between development and production.

Technology stack

  • n8n
  • Make
  • Zapier
  • Webhooks
  • REST APIs
  • HubSpot
  • WhatsApp Business API
  • Google Sheets
Plans & pricing

Investment for this service

Essential

$699 USD

Accessible entry point: diagnostic, blueprint or initial setup.

  • Fully operational n8n / Make workflows in production.
  • Diagnostic and project-scoping session.
  • No commitment.
Buy Essential

AI-First Enterprise

$6,500 USD

Advanced, documented and scalable solution.

  • Everything in the Professional plan, with expanded scope.
  • Fully operational n8n / Make workflows in production.
  • Technical flow documentation with data schemas and a contingency manual.
  • An automatic webhook alert system for execution errors.
  • A production Self-Hosted n8n instance with its own subdomain, SSL, a dedicated PostgreSQL database and Redis queues, with an alert bot and an admin manual (dedicated-infrastructure option).
  • Extended support during implementation.
Request a proposal

Secure payment via Wompi (PSE, Nequi, cards, Bancolombia). Larger-scope plans are handled with a custom proposal.
Prices are jsadsAI professional fees and do not include licenses, hosting, domains, cloud infrastructure, API usage, third-party tools or ad spend, which the client covers separately.

Next step

Ready to turn this service into a real implementation?

Schedule a 30-minute conversation with jsadsAI | José Santamaría. You'll get a concrete scope proposal, USD-priced plans and an implementation plan adapted to your operation.

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