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AI Automations · Magic Pulpo

The work your team should not be doing.

Lead routing, enrichment, reporting, follow-up sequences, content operations. The repetitive middle of your funnel, run by agentic workflows wired into the CRM and martech you already own. Your team keeps the decisions; the workflows keep the schedule.

Our point of view

The expensive part of automation is the wiring.

  • Wired into your real CRM, not a demo tool
  • Review gates wherever money moves
  • An owner, so it survives the quarter

The method

How we build them.

01

Inside the stack you already run

Salesforce, HubSpot, your ESP, your data warehouse, Slack: the workflows run where your team already works. No new tool to log into, no parallel system drifting out of sync.

02

Human-in-the-loop by design

Anything customer-facing or irreversible routes through a review gate. The automation drafts, enriches, schedules and flags; a human approves the moments that carry risk. That line is agreed in writing before we build.

03

We run on this ourselves

Our own growth audit is an agentic pipeline (scrape, analyse, score, report, deliver) running in production for real prospects every day.

The engagement

How it works

A structured engagement from first call to measurable results.

  1. 01

    Workflow audit

    Map where the hours go. The best candidates are boring: enrichment, routing, reporting, follow-up. We pick the 3–5 with provable time value.

  2. 02

    Design the gates

    Decide what runs autonomously and what needs a human approval, per workflow, in writing. This is the step most automation projects skip and later regret.

  3. 03

    Build & integrate

    Agents built against your real systems and data, with observability, cost controls and fallbacks from day one. Auditable code, in your repo.

  4. 04

    Pilot with one team

    Two to four weeks with the people who own the workflow today. Their corrections become the spec for autonomy.

  5. 05

    Hand over & expand

    Training, runbook, monitoring dashboard, and a backlog of next candidates, ranked by the hours they return.

What you get

Every engagement is scoped and priced upfront. No retainer surprises.

  1. 013–5 production workflows wired into your existing systems
  2. 02Written autonomy map: what runs alone, what needs approval
  3. 03Observability dashboard: runs, costs, errors, interventions
  4. 04Fallbacks and escalation paths for every workflow
  5. 05Full code ownership in your repository, no vendor lock-in
  6. 06Team training and an operations runbook
  7. 0730-day post-deployment monitoring
  8. 08Ranked backlog of the next automation candidates

What this costs

€12K–30Kone-off · AI Automations

Indicative: the final range is set on the call. Fees only; media spend is never marked up. Figures in EUR.

We run this ourselves

The growth audit on this site is one.

A chat intake, a live read of your site, three signal checks and a Claude analysis, scored and on screen in about a minute, with a person only where a person matters. It runs in production for real prospects every day.

Run it on your site

The proof

Where we have done it.

All work
AI Automations: Agentic Workflows in Your Stack | Magic Pulpo