A Spanish-first company operating layer combining founder-facing software, internal operations, 6+ connected services, and approval-gated AI assistance.
sanitizedProduct interface with personal details removed.
At a glance
What I owned
Period
February 2023 to present; independent and concurrent with Acelera since January 2026
Role
Co-founder; AI and product engineering lead
Team
Founder-led product and operations team
Users
LATAM founders and the operations team supporting them
Status
Live product; 100+ US LLC formations; approximately USD 50K in formation packages
Contribution
Mapped provider states into one order model, built the founder dashboard and internal queue, and added AI-assisted context assembly and next-action recommendations with external writes behind approval.
Tradeoff
Use AI to reduce operational search and repetition without allowing a model to file, pay, or change customer state autonomously.
Evidence
Public Rely site, sanitized product surfaces, and current operating counts for formations, package value, and connected services.
Role
AI + product engineering
Integrations
6+ connected services
Volume
100+ US LLC formations
Packages
Approx. USD 50K
State model
One order, two working views
Provider-specific states are translated into one formation order. The same order drives a clear next action for the founder and an exception queue for operations.
Provider signals
FIFiling accepted
KYIdentity pending
BKBanking review
DCDocument ready
ILLUSTRATIVE ORDER STATERLY-XXXX
Company filed
Next required action: verify the beneficial owner.
Customer state
Action required
Internal owner
Onboarding
Source
3 provider events
Founder viewOne next action
Upload identity document
Operations queueException with context
Owner · source · due date
01
The operating constraint
A formation order moves through filings, banking, documents, payments, deadlines, and support. Each provider reports state differently. Founders need a useful answer to one question: what happens next?
02
One company, two working views
I designed the shared state model, founder dashboard, and internal queue. Customers see progress and required actions. Operators see ownership, provider state, documents, exceptions, and the context needed to act.
realPublic pricing and service configuration.
sanitizedFounder dashboard with personal details removed.
03
AI helps prepare the decision
AI-assisted operations assemble customer context, identify missing information, and recommend a next action. Deterministic workflow state remains authoritative, and filings, payments, KYC, or other external writes require explicit approval.
04
What is running
The frontend and admin tools connect to Kotlin and Spring Boot services, PostgreSQL, Auth0, Stripe, document storage, formation providers, and 6+ connected services.
recreatedThe running control plane around one persistent formation order.
05
Observed result
The system has supported 100+ US LLC formations representing approximately USD 50K in formation packages. Founders can inspect progress, and operators work from one queue with visible approval boundaries.
recreatedCurrent operating volume and the two product outcomes supported by shared company state.
