Julián Bagilet

    Services

    AI Agents That Actually Do Real Work

    We are an AI agent development studio building autonomous agents that handle sales, support, research, and operations — 24/7. Multi-step reasoning, tool use, memory, guardrails, monitoring. Built on the latest GPT, Claude and Gemini models and open-source LLMs. RAG systems, voice AI, multi-agent orchestration.

    Investment
    USD $20k – $250k+
    Timeline
    4–20 weeks
    Team
    6 seniors
    AI assistant chat that books a Thursday appointment and offers to send a reminder

    Companies that already work with us

    • COTO
    • Twilio
    • Lutz Ferrando
    • GROM Audio
    • nuph.ai
    • agonProp
    • Las Contas
    • Runa Distribuidora
    • MABA Propiedades
    • Buongiorno Propiedades
    • LumeDron

    The problem

    Manual processes are a hidden tax on your business

    Every CEO is asking: "how do we use AI?" — and getting vague consulting answers. We build the actual systems. Not demos. Not chatbots with scripted flows. Production-grade AI agents that take real actions on real data, with proper guardrails, evaluation, and monitoring.

    Our agents qualify leads 24/7, answer 80% of support tickets autonomously, read thousands of documents and summarize them, make voice calls that pass for human, monitor vendor contracts, and run multi-step research tasks. They are cheaper than hiring, faster than training, and improve every month.

    What you get

    Everything built to production standards

    • Multi-step reasoning

      Agents plan, decompose tasks, use tools, recover from errors — like a new hire, but cheaper and 24/7.

    • RAG systems

      Retrieval-Augmented Generation grounds agents in your actual data. No more hallucinated answers.

    • Voice AI

      ElevenLabs, Retell, OpenAI voice. Agents with natural-sounding voice that call, qualify, book meetings, handle support.

    • Multi-agent orchestration

      Specialized agents (researcher, writer, reviewer) collaborate via LangGraph / CrewAI frameworks.

    • Tool use and actions

      Agents call your APIs, query databases, send emails, update CRMs — with proper auth and rate limiting.

    • Evaluation and monitoring

      Automated eval suites, A/B testing on prompts, drift detection, cost tracking per conversation.

    Our process

    From audit to production in 4 steps

    1. Discovery audit

      60–90 min structured session. We map every step of your current process and quantify hidden costs.

    2. Architecture design

      We pick the right stack (n8n, Make, custom) and document the full automation blueprint. You approve before we build.

    3. Build & test

      Weekly demos. 50+ real-world test cases. Error handling, retries, and monitoring baked in from day one.

    4. Deploy & optimize

      Live monitoring, team training, 30 days of post-launch support. Retainer optional for ongoing optimization.

    Real use cases

    Proven automations with real numbers

    • AI SDR (Sales Development Rep)

      Agent qualifies leads from LinkedIn/website, personalizes outreach, books meetings. Nuph.ai platform, production case. $30k–$80k projects.

    • Customer Support Autopilot

      Resolves 80% of L1 tickets via RAG over docs, escalates edge cases with full context. $30k–$70k.

    • Research & Analyst Agents

      Read 500 pages of competitor reports, summarize, compare, output strategy memos. Used by PE/VC firms. $40k–$100k.

    • Voice AI Receptionist

      Handles incoming calls for clinics and law firms. Books appointments, answers FAQs, escalates emergencies. Retell + Twilio. $20k–$60k.

    • Contract Review Agent

      Reads contract, extracts key terms, flags deviations from standard, drafts redlines. Used by in-house legal. $40k–$120k.

    • Internal Knowledge Agent

      Slack bot that answers any question about company policies, code, decisions — with citations. RAG over Notion/Confluence/GitHub. $25k–$70k.

    Design and UX

    Powerful and well designed

    19+ years designing interfaces: what we build does not just work, people enjoy using it. Clear, fast, accessible panels, made for your team to open every day without friction.

    Support agent with a headset answering customer inquiries on a laptop in a small office

    Tech stack

    The right tool for every job

    We are tool-agnostic. Open source when possible, commercial when it makes sense. You own the code and the credentials, always.

    n8n · Make · Zapier · Python · Node.js · Supabase · PostgreSQL · AWS · OpenAI · Claude · React · Playwright

    Full scope

    Everything included in your engagement

    No hidden costs, no surprise invoices, no change orders for things already promised. Everything below ships in every project.

    • Fixed scope, fixed price
    • 30 days post-launch support
    • Full IP transfer on delivery
    See everything included
    • Agent architecture design
    • LLM selection and benchmarking
    • System prompt engineering with versioning
    • RAG pipeline (embedding, retrieval, reranking)
    • Tool/function calling integrations
    • Memory and context management
    • Guardrails and safety filters
    • Evaluation suite with regression tests
    • Monitoring dashboard (cost, latency, accuracy)
    • Admin UI for prompt and knowledge base updates
    • Documentation and training
    • 60 days stabilization

    Book a free 30-minute consultation

    We review one of your processes, identify hidden costs, and give concrete recommendations — no commitment, no sales pitch.

    Social proof

    What clients say

    Warm, empty office with plants and wood in the afternoon light

    “Julián's team automated our entire client onboarding. We went from 3 days of manual work to 2 hours. ROI in 4 months, and we sleep better at night.”

    Sarah K.COO, B2B SaaS

    FAQ

    Frequently asked questions

    Something else on your mind? Book a 30-min consultation and we'll answer anything.

    Have a project? Let’s talk.

    Ready to stop paying for tools you don’t need?

    Schedule a free consultation with our team. A senior team backs every project we take on.

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