Julián Bagilet
    Services

    AI Agents That Actually Do Real Work

    We build autonomous AI agents that handle sales, support, research, and operations — 24/7. Multi-step reasoning, tool use, memory, guardrails, monitoring. Built with GPT-4, Claude, Gemini and open-source LLMs. RAG systems, voice AI, multi-agent orchestration.

    Investment

    USD $20k – $250k+

    Timeline

    4–20 weeks

    Team

    6 seniors

    Projects

    350+

    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. Human-like agents 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

    01

    Discovery audit

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

    02

    Architecture design

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

    03

    Build & test

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

    04

    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

    01

    AI SDR (Sales Development Rep)

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

    02

    Customer Support Autopilot

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

    03

    Research & Analyst Agents

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

    04

    Voice AI Receptionist

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

    05

    Contract Review Agent

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

    06

    Internal Knowledge Agent

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

    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.

    n8nMakeZapierPythonNode.jsSupabasePostgreSQLAWSOpenAIClaudeReactPlaywright
    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
    • 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 60-minute automation audit

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

    Social proof

    What clients say

    "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."
    SK

    Sarah K.

    COO, B2B SaaS

    "I hired 4 different agencies before finding Julián. They shipped in 6 weeks what the others had been selling us for 9 months. No juniors, no BS."
    MT

    Michael T.

    CEO, Fintech

    "We replaced Salesforce with a custom automation platform for 1/10th the cost. Their team knows what they're doing and it shows."
    LM

    Laura M.

    Head of Ops, E-commerce

    FAQ

    Frequently asked questions

    Something else on your mind? Book a 60-min audit and we'll answer anything.

    Explore more

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