Welcome to TLÁO
TLÁO (Tactical Layer for Action & Outcomes) is a middleware system that sits between the chaos of unstructured reality and the precision of execution systems.
What is TLÁO?
TLÁO transforms messy, real-world inputs into concrete, actionable outcomes. It bridges the gap between:
- Unstructured Reality: Emails, PDFs, meeting notes, invoices, transcripts, grant pages
- Execution Systems: GitHub issues, calendars, Notion/Jira, proposal documents, budgets, deployments
Why TLÁO?
In modern work environments, information comes from everywhere in every format. TLÁO provides a unified layer that:
- Ingests diverse inputs without requiring standardization
- Understands context and extracts structured information
- Reasons tactically about what needs to happen next
- Executes by interfacing with your existing tools
- Orchestrates the entire process with full audit trails
Core Concepts
To understand TLÁO, you need to grasp three fundamental concepts:
- Why "Layer"? - TLÁO sits between unstructured inputs and structured outputs
- Why "Tactical"? - Focus on short-horizon, concrete, actionable steps
- Action & Outcomes - Tasks, owners, deadlines, dependencies, and results
Quick Start
Ready to dive in? Start with:
- Core Concepts - Understand the fundamentals
TLÁO Agents
TLÁO includes specialized agents for common workflows:
- TLÁO Plan Agent: Turns chaos into next actions, priorities, and blockers
- TLÁO Grant Agent: Turns uncertainty into eligibility checks and proposal drafts