Felipe OS guide

Tell me what's eating your team's week.

Describe a repetitive workflow and I'll turn it into a scoped AI build — services, proof and pricing, all in one conversation.

Felipe OS

Product · Growth · AI systems

AI automation for small teams

I build AI systems that take the repetitive work off your team's plate.

Support replies, lead follow-up, admin, reporting — the manual tasks that quietly eat your week. I design and ship working automations in weeks, not months, on a fixed scope and price.

What I can build for you

Ready-to-deploy AI solutions

Concrete, productized builds — pick the outcome you need. Each is scoped to your tools and shipped end-to-end.

Custom AI Assistant

A branded assistant trained on your docs and tools, embedded where your team and customers already work — web, Slack or WhatsApp.

RAGAPIsClaude / OpenAI

€4,000–€12,000

Learn more →

Customer Support (SAV) Agent

Deflects repetitive tickets, drafts accurate replies, classifies and routes requests, and escalates the hard cases to a human.

RAGTicket classificationHuman handoff

€3,500–€10,000

Learn more →

B2B Prospecting Agent

Finds and qualifies leads, enriches their data, drafts personalized outreach and books meetings straight into your CRM.

Web scrapingCRM integrationOutreach drafting

€3,500–€9,000

Learn more →

OpenCLAW Agent Runtime

Set up and configure an autonomous agent runtime so agents can safely run multi-step tasks against your tools — with guardrails and human approval.

Agent orchestrationTool useGuardrails

€2,500–€8,000

Learn more →

RAG Knowledge Base

Turn your documents, wikis and past tickets into an instant, cited answer engine for staff or customers.

Vector DBEmbeddingsCitations

€4,000–€15,000

Learn more →

Workflow Automation

Connect the apps you already use and let AI handle the repetitive steps — intake, classification, data entry and reporting.

APIsWebhooksn8n / Make

€1,500–€6,000

Learn more →

AI Voice Agent (Callbot)

A GDPR-compliant voice agent that answers and makes calls, qualifies, books appointments and routes to a human when needed.

Voice / telephonyCall routingBooking integration

€4,000–€15,000

Learn more →

Need something else? Describe it in the chat and I'll scope it with you.

Services

Practical builds, not slide decks

Fixed-scope offers for teams that need a usable system. Each one starts with a single high-value workflow.

Not sure which fits? Build a free plan in the chat — answer a few questions and get a scoped workflow back.

AI Workflow Sprint

1–2 weeks

Pick one time-draining workflow and walk away with a working AI prototype that does it for you.

Small teams drowning in repetitive research, support, admin, CRM or reporting work.

workflow auditagent mapworking prototypeintegration plan

€1,500–€4,000

AI Assistant Build

2–4 weeks

A custom AI assistant for support, sales or internal knowledge — embedded in the tools your team already uses.

Businesses that want AI doing real work in their operations, not just a chatbot demo.

assistant scopeprompt/workflow designknowledge base connectionhuman handoff logic

€4,000–€12,000

Growth System Audit

5–10 working days

Find where your ad spend and funnel leak money — and the fastest experiments to fix it.

Teams spending on paid acquisition without clear visibility into what works.

tracking reviewCAC/ROAS analysisexperiment backlogdashboard recommendations

€1,500–€5,000

Product / MVP Build

3–6 weeks

Turn a manual process or product idea into a usable web app, dashboard or internal tool.

Founders and operators who need a fast, practical build — not a six-month project.

product scopeUX flowMVP builddeployment plan

€6,000–€20,000

Proof of work

Real systems, real outcomes

Anonymized to protect clients — but the problems, systems and results are real.

12+ yrs

Product, growth & AI systems

+25%

Conversion lift from experimentation

-30%

CAC through sharper funnel work

€200K+

Recovered from wasted ad spend

€3M+

Annual ad budget operated

Telecom operator, Spain

AI-Assisted Acquisition Optimization

High acquisition volume and complex paid-media spend, with pressure to cut wasted budget while improving digital sales performance.

Result

Managed €3M+ annual media budget · CAC down ~30% · conversion up ~25% · ~€200K recovered from inefficient spend · digital sales grew from 0% to ~30% of total.

Paid-ads SaaS (0→1 product)

AI Recommendation System for Paid Ads

Ads managers spend hours in dashboards to spot performance issues, compare campaigns across platforms and decide what to do next.

Result

Shipped from 0 to working product — Google + Meta data unified, cross-platform dashboard, AI recommendation layer and pricing tiers from free to enterprise.

Consumer / retail brand

AI Automation Roadmap for Customer Support

Support volume spikes before peak season, creating repetitive manual work and slower response times.

Result

Workflow mapped and repetitive categories identified, first-phase automation scoped before high season, and AI-assisted classification/response logic prepared — with support, sales and ops aligned.

Under the hood

The AI engineering behind the work

Not prompts in a spreadsheet — production AI systems built on a modern, well-understood stack.

Models & techniques

RAG (retrieval-augmented generation)Fine-tuningPrompt engineeringEvals & guardrailsMulti-step reasoning

Agents & orchestration

Agent orchestrationMulti-agent systemsOpenCLAW runtimeTool useMCP (Model Context Protocol)

Integration & data

REST / GraphQL APIsWebhooksVector databases & embeddingsCRM / ERP integrationWhatsApp & email

Models & stack

Anthropic ClaudeOpenAIOpen-source LLMs (Llama, Mistral)Next.js / VercelAWS (S3, Glue, Athena)Supabase

How we work

From messy workflow to working system

01

Discovery call (30 min)

We map the workflow that's costing you time or money, the tools you already use, and what a win looks like in the next few weeks.

02

Fixed-scope sprint

I build a working prototype or audit on a fixed scope and timeline — no open-ended retainers, no surprise invoices.

03

Handoff & measure

You get a usable system, the integration plan, and the metrics to prove it's working. We decide together what to build next.

Pricing

Clear ranges, value-based

Mid-market pricing for senior, end-to-end delivery — I compete on outcomes, not on being the cheapest. Your exact scope and price are agreed on the call.

AI Workflow Sprint

1–2 weeks

€1,500–€4,000

AI Assistant Build

2–4 weeks

€4,000–€12,000

Growth System Audit

5–10 working days

€1,500–€5,000

Product / MVP Build

3–6 weeks

€6,000–€20,000

Specific solutions (AI assistant, support & prospecting agents, RAG, OpenCLAW) are scoped individually — see ranges above. Optional ongoing care & tuning plans from €500/mo.

Got a workflow that's eating your week?

Book a free 30-minute call. Bring the messy version — we'll map it and find the first thing worth automating.

Prefer to explore first? See the full portfolio.