Enterprise-Grade AI Architecture • Accepting Q3/Q4 Sprints

Turn Repetitive Operations Into Autonomous AI Systems That Don’t Break.

I engineer private document intelligence, autonomous back-office agents, and audit existing AI pipelines for mid-market businesses. Fixed sprint pricing. Direct senior execution. Zero agency bloat.

Schedule 20-Min Architecture Briefing Explore Packaged Sprints

> Fixed-scope quote delivered in 24h • Full code & weights handed over • Private VPC deployment

Production-Ready Offerings

Pre-Scoped AI Sprints Built For ROI

Stop paying for open-ended research. Choose a deterministic solution sprint tailored to eliminate specific operational bottlenecks.

2–3 WEEK SPRINT

Document Intelligence & Knowledge Engine

Eliminate internal knowledge silos. A private, zero-hallucination engine that parses dense PDFs, contracts, and SOPs with strict source citations.

Deterministic RAG with exact document page indexing
Role-based access control & zero data leakage
Deployed to your private infrastructure or VPC

Select Knowledge Engine

Most Requested

3–4 WEEK SPRINT

Autonomous Workflow & Agent Automator

Automate complex, multi-step back-office routines. Reconcile invoices, ingest leads, sync ERPs, and generate audit reports without human lag.

Stateful agent orchestrations with human-in-the-loop fallback
Native integration with your CRM, ERP, and databases
Self-healing retry logic and telemetry dashboard

Select Workflow Automator

1 WEEK SPRINT

AI Security, Cost & Latency Audit

Fix runaway LLM costs, sluggish response times, and security vulnerabilities across your existing AI codebase.

Token optimization & semantic caching (cut bills 30–60%)
Prompt injection penetration test & jailbreak hardening
Full vulnerability and architectural remediation roadmap

Select Audit Sprint

Why Direct Senior Engineering

The Traditional Agency Trap vs. Direct Execution

Why enterprise clients and growing tech businesses partner directly with a dedicated AI specialist.

The Typical Agency Route

• Quoted by senior partners, handed off to junior contractors
• Layers of account managers creating communication lag
• Inflated hourly overhead to cover large sales payrolls
• Proprietary platform lock-in that makes handoff painful

Working Direct With Jesús Devesa

• 100% senior-level architecture, design, and implementation
• Direct Slack / async communication with zero translation loss
• Fixed-price deliverables with concrete delivery milestones
• Clean, documented code pushed directly to your GitHub repository

Deterministic Workflow

How We Ship Your Solution

A predictable, four-stage engagement designed to get working software into production quickly.

STAGE 01

Scope & Architecture

We identify your bottlenecks, map data flows, and establish deterministic success criteria within 24 hours.

STAGE 02

Prototype & Validation

A working core is stood up within 5 business days to validate accuracy, prompt guardrails, and latency.

STAGE 03

VPC Hardening

Production deployment to your cloud environment with telemetry, rate limiting, and security compliance.

STAGE 04

Handover & Retainer

Complete code ownership transferred to your team, with optional ongoing maintenance retainers.