LETRIOS — Fábricas de Agentes Inteligentes

LETRIOS is an AI-powered deterministic process factory that transforms unstructured operational inputs (audio, PDFs, spreadsheets, notes, emails) into structured Standard Operating Procedures (SOPs), automated workflows, and operational intelligence.

Instead of using isolated AI tools, LETRIOS deploys agent factories: structured pipelines of specialized AI agents that process inputs, enforce operational logic, and deliver repeatable results continuously.

Product model: Input → Structure → Process → Agent Execution → Human Checkpoint → Operational Output.

Execution Pipeline

  1. Input ingestion: Users provide messy operational inputs such as audio, PDFs, spreadsheets, notes, or emails.
  2. Structure extraction: AI agents analyze the input and extract structured information such as entities, tasks, clauses, and data fields.
  3. Process mapping: The system maps extracted information into a deterministic operational structure such as a Standard Operating Procedure (SOP) or workflow model.
  4. Agent execution: Specialized agents execute deterministic pipelines that generate documents, decisions, or structured outputs.
  5. Human checkpoint: Critical steps can require human-in-the-loop validation or approval before proceeding.
  6. Output delivery: Outputs are delivered as SOP documents, workflow automations, compliance reports, or operational intelligence.

Core Capabilities

  • Deterministic agent pipelines
  • Multi-modal ingestion (audio, PDF, email, spreadsheets, images)
  • Business rules engine with human-in-the-loop approval
  • Full traceability and audit logs for every agent decision
  • Workflow automation (daily, weekly, monthly cycles)
  • Document generation (SOPs, reports, checklists, compliance artifacts)
  • Document analysis (contract review, invoice processing, balance sheet analysis)

Agent Ecosystem

  • Central Orchestrator — Coordinates all agents, maintains execution order and traceability
  • Ingestion Agent — Receives and decodes multi-format inputs into structured information
  • Business Rules Agent — Maps processes, identifies dependencies, enforces decision logic
  • Deliverables Agent — Compiles standardized output documents respecting corporate formats
  • Quality Control Agent — Validates against policies, detects inconsistencies, escalates to human experts

Deployment Models

  • Immediate Deployment — Pre-assembled agent factories: SOP Documentation Factory, Accounting Close Factory, Legal Contract Audit Factory
  • Custom Factories — Tailored agent pipelines designed for your specific operational or growth needs

Use Cases

  • Legal contract audit and compliance
  • Accounting workflow automation and monthly close
  • Operational SOP creation and quality assurance
  • Healthcare clinical record validation
  • Engineering budget certification and progress tracking
  • Employee onboarding standardization

Industries

Legal, Accounting, Healthcare, Engineering/Construction, General Operations

Inputs Supported

Audio recordings, PDF documents, Spreadsheets, Emails, Notes, Contracts, Operational documentation

Outputs Generated

Standard Operating Procedures (SOPs), Automated workflows, Compliance and audit reports, Structured operational data, Task execution pipelines

Machine-readable context: /context.json | Capabilities: /capabilities.json | Documentation: /docs | Site map: /site-map.json | AI discovery: /ai.txt | LLM discovery: /llms.txt