Tactical Layer for Action & Outcomes
AI agents that bear your operational burden
Powerful Features
Built with AWS and AI for robust, scalable automation
Smart Documents
Process emails, PDFs, audio, and text with AI extraction.
Audio Transcription
Automatic transcription using AWS Transcribe.
Multilingual
English, Spanish, and Portuguese support.
Serverless
AWS Lambda for automatic scaling.
Secure
End-to-end encryption with AWS KMS.
Free Tier Optimized
Designed for AWS Free Tier limits.
TLÁO Product Suite
Purpose-built AI agents and control plane for operational excellence
TLÁO Plan
Execution Planning
Transform messy inputs into clear, actionable weekly plans for solo founders.
TLÁO Grant
Grant Discovery
Discover grants, assess eligibility, and generate proposals for NGOs and startups.
TLÁO Email
AI Email Management
Smart email organization with AI-powered categorization, drafting assistance, and calendar integration.
TLÁO Builder
Agent Control Plane
Unified orchestration layer abstracting Kiro and future agents behind a Task → Run → Artifact system.
AWS-Native Architecture
Built entirely on AWS services for maximum reliability, scalability, and cost-effectiveness. Designed to operate within Free Tier limits while providing enterprise-grade capabilities.
Amazon Bedrock
Claude 3 Sonnet for AI reasoning and structured output generation
AWS Lambda
Serverless compute for document ingestion and agent orchestration
Amazon DynamoDB
NoSQL database for user data, sessions, and metadata storage
Amazon S3
Object storage for documents, transcripts, and results with encryption
Amazon Transcribe
Speech-to-text service for audio file processing
API Gateway
RESTful API endpoints with authentication and rate limiting
Request Flow Architecture
Document Upload
Users upload documents via API Gateway with authentication
Processing
Lambda functions parse documents and handle transcription
AI Analysis
Bedrock processes content and generates structured outputs
Storage
Results stored in DynamoDB with documents in S3
Security & Compliance
- End-to-end encryption with AWS KMS
- Builder ID authentication with session management
- Row-level security for user data isolation
- HTTPS/TLS encryption for all communications
Scalability & Performance
- Serverless auto-scaling with AWS Lambda
- DynamoDB on-demand billing for variable loads
- Retry logic with exponential backoff
- CloudWatch monitoring and alerting
AWS Free Tier Optimized
Carefully designed to operate within AWS Free Tier limits with intelligent cost monitoring, token usage tracking, and resource optimization strategies.
Simple, Transparent Pricing
Choose the plan that fits your needs. All plans include AWS Free Tier optimization.
Free
Perfect for individuals and small projects
- 100 emails/month processed
- 5 execution plans/month
- 5 grant proposals/month
- Basic agent orchestration
- Community support
- AWS Free Tier optimized
Pro
For growing teams and businesses
- 1,000 emails/month processed
- 50 execution plans/month
- 50 grant proposals/month
- Advanced agent orchestration
- Priority support
- API access
- Team collaboration
- Analytics & reporting
TLÁO Plan
- Execution plans: $0-49/mo
- Email processing: Included
- AI analysis: Claude 3 Sonnet
TLÁO Grant
- Grant proposals: $0-49/mo
- Eligibility checks: Included
- Multilingual: EN/ES/PT
TLÁO Email
- Emails processed: $0-49/mo
- AI categorization: Included
- Calendar sync: Included
TLÁO Builder
- Agent orchestration: $0-49/mo
- Task → Run → Artifact: Included
- CLI & SDK: Included
See It In Action
Experience how our AI agents transform unstructured inputs into actionable, structured outputs that drive real business value.
TLÁO Plan Demo
See how messy operational inputs become structured execution plans
Input
Structured Output
📋 Execution Plan
🚨 Alerts
Competing for Innovation
Our AI Agent Platform is competing in the largest developer competition in AWS history, showcasing innovative AI applications built with AWS tools.
Competition Timeline
Our Submission
Competition Track
Key Innovation
Unified AI agent platform serving both solo founders (TLÁO Plan) and NGOs/startups (TLÁO Grant) with shared AWS infrastructure.
AWS Services Used
Why We'll Win
- • Addresses real problems for underserved markets
- • Innovative dual-agent architecture
- • Production-ready with comprehensive testing
- • AWS Free Tier optimized for accessibility
- • Strong social impact potential (LATAM focus)
Prize Categories
Grand Prize
Overall winner across all tracks
Track Winners
Winner in each of 5 competition tracks
Category Awards
Multiple category-specific awards
Follow Our Journey
Stay updated on our progress in the competition and get early access to the AI Agent Platform when it launches.