Products / R&D

Proprietary AI infrastructure, built carefully

STL Automate is both an automation services business and a technology company developing proprietary AI products. Our services help small businesses implement practical workflows. Our R&D work focuses on making agentic systems more governed, observable, and accountable.

The products below are presented with their current maturity so visitors can distinguish working validation from product concepts and internal tooling.

Working prototype · Customer Zero validated

Agent Floor

A governed AI-agent execution and control plane focused on authority, approvals, evidence, and controlled action.

  • Defines what an agent is allowed to do before an action is attempted.
  • Routes sensitive actions through explicit approval and control points.
  • Preserves durable evidence so teams can review what happened and why.

Customer Zero V2 completed one governed HubSpot write with durable evidence. Acceptance and freeze are complete. This page does not represent external production customers.

Validation stage

AI GRC

An assurance-delta and evidence-governance product concept for AI systems that change over time.

  • Examines changes to models, prompts, agents, data, integrations, use cases, and customers.
  • Helps determine which compliance evidence remains valid after a change.
  • Surfaces the evidence and review work that may need to be refreshed.

AI GRC is being validated as a product direction. Its maturity and scope are still being established.

Internal product

STL AI Ops

A read-only operations monitor for n8n workflows with alerts and recovery-oriented handling.

  • Monitors internal workflow health without taking write actions.
  • Sends Slack alerts with deduplication to reduce alert noise.
  • Supports recovery and reopen handling while running as a background service.

STL AI Ops is described here as an internal product. No customer deployment is claimed.

For reviewers

A services company with an active product-development track

STL Automate LLC provides automation implementation services and uses that work to stay grounded in operational needs. In parallel, the company develops proprietary AI infrastructure products. Agent Floor has completed a Customer Zero validation milestone. AI GRC is in validation, and STL AI Ops is an internal read-only operations product. We are sharing these materials to make the product work and its current maturity verifiable without overstating customers, funding, revenue, or production traction.