Strata — AI-Native System of Action by Sebastián Balderas EspinosaStrata — AI-Native System of Action by Sebastián Balderas Espinosa

Strata — AI-Native System of Action

Sebastián Balderas Espinosa

Sebastián Balderas Espinosa

AI-Native System of Action — Strata Senior UX/UI Engineer — sole designer

Strata is an agentic, human-in-the-loop B2B SaaS platform for enterprise operations.

What I did

Sole designer. I designed the action layer — state models, multi-role workflows, roles and permissions, and the action triggers that let agents propose and execute tasks while humans stay in control. I presented new work daily to the CEO, project managers and engineers.

How I sequenced the AI

I used a three-tier AI automation maturity framework to decide where automation stops and agentic judgment begins.
· Tier 2 — shipped in production, where the decision surface was narrow enough to trust · Tier 3 — designed, deliberately held back. Audit trails and permission scopes had to mature before removing human review was safe

Results

· +40% improvement in SLA compliance
· +40% increase in throughput
· -30% reduction in operational delays
Like this project

Posted Aug 5, 2026

AI-native B2B SaaS for contract office furniture — many dealers, no one sees the whole order. Impact: +40% SLA compliance and throughput.

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Timeline

Aug 1, 2024 - Ongoing

Clients

Avanto

Agentic Dream