AI agents that operate your tools end‑to‑end.
Agile Loop builds products powered by our Action Model: systems that understand interfaces and complete real tasks. Choose the product that fits your workflow.
- Action Model Intelligence
- End-to-End Task Completion
- Workflow-Ready Products
Large Action Models Built for Real Work
Agile Loop develops action-first models trained on thousands of software interfaces,
powering agents that execute workflows end-to-end — reliably.
Our Products
Purpose-built AI agents for different workflows
Tera
Turn ideas into mobile apps instantly. No code, full customization.
- No Code
- Real-time Preview
- Prompt → build → customize → launch
- Prompt → build → customize → launch
SAM X
Automate Excel tasks with plain English. Enterprise-grade security.
- Multi-sheet understanding
- Data cleaning + dashboards
- See it on your own data
SAM Desktop
Control your computer with natural language.
- Runs locally
- Completes real tasks
- Cross-app automation
- Built on Action Model
Enterprise AI Assistant
Always-on Support for the People NTDP Serves
A bilingual (Arabic & English) AI-powered chatbot deployed on government platforms. Handles complex user queries with seamless language switching, providing instant human-like responses with 24/7 availability across multiple services and platforms. Successfully deployed across leading government entities in Saudi Arabia.
Key Capabilities
- Bilingual AI responses in Arabic and English with automatic language detection
- Seamless integration with government-facing platforms and portals
- Full product line support across all NTDP services
- 24/7 uptime with sub-5-second average response time
- Escalation routing to human agents for complex cases
Impact & Business Value
- Reduced Cost
- Reduces Level-1 support requests by up to 70%
- Significant operational savings by reducing support team workload
- Time Savings
- Average response time under 5 seconds
Intelligent Evaluation Platform
Faster & Fairer Assessment for Every Applicant
An AI-powered evaluation and fraud detection platform for assessing startup applications, pitch decks, and supporting documentation. Scores submissions against defined criteria, verifies claims, and identifies duplicate or fraudulent entries ensuring audit-ready, consistent decisions.
Key Capabilities
- Automated ingestion and analysis of pitch decks and supporting documents
- Criteria-based scoring with configurable evaluation frameworks
- Fraud detection and duplicate submission identification
- Claim verification against external and internal data sources
- Audit-ready output with full decision traceability
Impact & Business Value
- Time Savings
- Reduces evaluation time from multiple days to as low as 5 minutes per submission
- Reduced Cost
- Eliminates significant manual review effort and associated overhead costs
- Performance Improvement
- Detects approximately 15% fraudulent or duplicate submissions
- Ensures consistency and objectivity across all evaluations
- Operational Efficiency
- Delivers audit-ready compliance documentation automatically
- Scales to handle high-volume application programmes without additional headcount
Operational Dashboard
Real-Time Unified Monitoring Platform
A real-time operational intelligence platform that unifies data from multiple systems into a single interface. Designed for rapid decision-making with role-based access, drill-down analytics, and automated alerting.
Key Capabilities
- Real-time data consolidation from disparate operational systems
- Customizable dashboards with drill-down analytics
- Automated alerts and threshold-based notifications
- Role-based access control for secure data governance
- Bottleneck detection and early warning indicators
Impact & Business Value
- Time Savings
- Eliminates time spent on manual data consolidation across teams
- Real-time insights accelerate decision cycles
- Operational Efficiency
- Early bottleneck identification minimises delays and escalations
- Improved resource utilisation across departments
- Performance Improvement
- Unified view enables proactive vs. reactive management
From Intent to Execution
Tell it what you want. Our agents handle the clicks, steps, and completion
inside real software.
Smart Analyzing
We read what’s on screen (UI + state) to understand the task context inside real software.
Plan the Workflow
The agent breaks the goal into reliable steps — choosing actions, validating state, and handling edge cases.
Execute Actions
It clicks, types, navigates, and completes the workflow inside the tool (not just suggestions).
Continuous Optimization
We refine performance, analyze insights, and enhance automation for long-term growth.
Proof, not Hype
Thoughts, insights, and perspectives on ideas that matter.
Research Papers
Structured studies grounded in data, methodology, and analysis. Focused on evidence, validation, and reproducible findings.
