Imagine it, we ship the AI systems that other teams can’t.
Full-stack AI products, agent workflows, and production systems — designed with senior engineering review from day one.
NOW SHIPPING · Curia for KLGV Abogados · Launch July 2026
01 — Our practice
Imagine the system you need. We build it.
From legal monitoring to internal assistants, we turn repetitive work into reliable software with human review where it matters.
Custom AI Product Development
Complete AI applications built around your users, workflows, and data.
We design, build, and launch user-ready AI products with responsive interfaces, secure backends, and production workflows.
- A complete product your customers or team can use
- Clean ownership of code, data, and deployment
- Interfaces designed for real AI work
Example systems
- Customer portal with AI-assisted intake
- Collaborative workspace for document drafting
- Interactive dashboard for complex data review
Operational Workflow Automation
Map the messy work, then automate repetitive parts safely.
We study how work actually moves through your company, identify slow handoffs, and build systems that draft, route, check, and prepare work for human approval.
- A clear map of bottlenecks and handoffs
- Automation around repetitive back-office work
- Approval screens where humans stay in control
Example systems
- Support ticket triage and routing assistant
- Invoice processing and approval pipeline
- Lead qualification and CRM update workflow
Curia: Legal AI
Automated court monitoring and document analysis for law firms.
Curia monitors court notifications, calculates procedural deadlines, syncs calendars, and analyzes legal documents with citation checks against official sources.
- Daily court notification checks
- Deadline calculation and calendar sync
- Document analysis with verified citations
Example systems
- Court bulletin monitoring across state systems
- Citation-verified contract and document analysis
- Outlook deadline sync for active cases
AI Infrastructure & Cost Optimization
Run AI systems securely while keeping monthly costs predictable.
We set up private, hybrid, or cloud AI infrastructure so sensitive data stays protected and expensive model calls are routed with discipline.
- Private hosting options for sensitive workflows
- Smarter routing to reduce unnecessary spend
- Deployment pipelines with monitoring and rollback
Example systems
- Private AI workspace for internal teams
- Model routing system that controls API costs
- Secure deployment pipeline for AI-heavy apps
Intelligent System Integration
Connect models, tools, and business systems into one reliable workflow.
We build systems where different AI models and tools collaborate on complex tasks, with fallbacks, quality checks, and integrations into the software your team already uses.
- The right model or tool selected for each step
- Backup paths when one provider fails
- Connections to your existing apps and databases
Example systems
- Document review pipeline with quality checks
- Customer inquiry assistant with approval gates
- Data extraction workflow across multiple systems
Reliable AI Agent Systems
Digital assistants that perform real work with monitoring and human review.
We turn agent prototypes into systems that read, draft, update, and report inside real business tools, while giving humans visibility into every important decision.
- Agents connected to the tools your team already uses
- Monitoring that shows what happened and why
- Human review gates for risky actions
Example systems
- Email assistant that drafts replies and updates CRM
- Inventory monitor that flags issues and drafts orders
- Reporting agent that prepares weekly leadership briefs
02 — Flagship product
Meet Curia.
Desktop workspaces for legal monitoring, cases, evidence, and cited review.
Curia
Cited answers from your sources
Home
Good morning, Maria
Notifications
18
Matches
7
Critical deadlines
3
02 / Casos
Every active matter stays organized
The cases workspace keeps expediente numbers, courts, clients, status, and assignments in one desktop view for partners and associates.
03 / Expediente
Open the file and see the legal context
Case detail pages bring tabs for expediente data, deadlines, monitoring history, and activity so the next action is clear.
04 / Biblioteca
Ask questions across the file and sources
The Biblioteca pairs trusted source panels with an AI answer workspace so teams can review cited reasoning without losing context.
03 — Methodology
Four moves, every engagement.
The methodology is the same whether we’re shipping a flagship product or auditing a workflow. Specs first, tests second, code third, evals always.
- 01
Audit
We map your current workflow, infrastructure, and agent gaps. Out comes a written diagnosis — not vibes, not consultantware.
- 02
Design
Specs first, then code. Architecture, model routing, eval criteria, and human-in-the-loop gates — designed in TypeScript types your team can read.
- 03
Build
Spec-driven implementation with test-driven gates. We ship in weekly slices, behind feature flags, with observability from commit one.
- 04
Operate
Eval frameworks, alerting, model fallback chains, and a working CI/CD that catches regressions before your users do.
- 01
Audit
We map your current workflow, infrastructure, and agent gaps. Out comes a written diagnosis — not vibes, not consultantware.
- 02
Design
Specs first, then code. Architecture, model routing, eval criteria, and human-in-the-loop gates — designed in TypeScript types your team can read.
- 03
Build
Spec-driven implementation with test-driven gates. We ship in weekly slices, behind feature flags, with observability from commit one.
- 04
Operate
Eval frameworks, alerting, model fallback chains, and a working CI/CD that catches regressions before your users do.
04 — Trusted by
Businesses and investors who trust Agentic Engineering.
Our first legal AI deployment launches with KLGV Abogados. More client and investor marks will join this wall as approvals come in.
05 — In the open
We work in the open.
Some of what we build belongs to everyone.
LABS
Labs Notebook
An open notebook of agentic plugins, experiments, and infrastructure spikes.
OPEN SOURCE
SpecSafe
A skills-first framework that keeps AI coding agents aligned with human intent — specifications, TDD, QA gates. 8 tools, 3 integration tiers.
OPEN SOURCE
Ultimate Harness
One harness. Every coding agent. Portable discipline. Plan, launch, observe, and verify agentic work without losing sandbox boundaries or audit trail.
06 — Talk to us
Tell us what you’re trying to ship.
We reply within one business day. If we’re not the right team for the work, we’ll tell you.