Our Technology

Aileo HatMaster - The AI orchestration platform built for enterprise software specification and testing

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HatMaster

Core Technology Capabilities

Aileo HatMaster is purpose-built for the complexity of enterprise software development. 

Multi-Agent Orchestration

Parallel Processing at Scale

Unlike single AI tools that handle one task at a time, HatMaster deploys multiple specialized AI agents working in parallel. Each agent is an expert in its domain - one understands business language, another writes technical specifications, another generates test cases. They collaborate like a seasoned development team, automatically processing your entire pipeline from meeting recordings to executable tests.

 

Industrial-Scale Processing

Built for Enterprise Complexity, Not Demos

HatMaster isn't another "prompt-and-pray" tool. It's engineered for enterprise reality: hundreds of requirements, thousands of test cases, complex integrations. Our iterative enrichment and validation process ensures accuracy at scale. The platform learns your domain, understands your technical stack, and maintains consistency across massive documentation sets.

 

Living Documentation Engine

Documentation That Evolves With Your Code

Documentation isn't a one-time output - it's a living system. HatMaster maintains complete traceability from the original stakeholder conversation through requirements, specifications, test cases, and into production. When requirements change, documentation updates cascade automatically. When code evolves, tests adapt accordingly.

 

Why HatMaster Succeeds Where Others Fail

  1. Domain Intelligence: Our agents learn your specific industry, technology stack, and organizational language
  2. Parallel Processing: Multiple agents work simultaneously, not sequentially
  3. Iterative Refinement: Not just generation, but validation and enrichment
  4. Full Lifecycle: From ideation to test execution, not just isolated tasks
  5. Enterprise Scale: Built for thousands of requirements, not dozens
Experience perspective

What this means for you

While others offer simple chatbots and single-prompt tools, Aileo HatMaster is purpose-built for the complexity of enterprise software development. From stakeholder meetings to production-ready test cases, our platform transforms how software gets specified, documented, and tested.

Transform a 2-hour workshop recording into comprehensive specifications and test suites - all running simultaneously, all completed in hours instead of weeks.

Parallel Processing at Scale

Handle your real projects, not just proof-of-concepts. Process entire SAP implementations, complex microservice architectures, or legacy system modernizations with confidence.

Built for Enterprise Complexity, Not Demos

Never face 6-month-old documentation again. Every change is tracked, every update is propagated, every team member sees the current truth.

Documentation That Evolves With Your Code
Frequently Asked Questions

Enterprise-Grade Architecture

 

We understand that your specifications and test data contain critical business intelligence. That's why security isn't an afterthought - it's built into every layer of HatMaster:

  • Deployment flexibility: Choose between your environment or our EU-based infrastructure
  • Encrypted communications: All data transfers use secure VPN connections with TLS/SSL encryption
  • Complete privacy: Your data is never used to train AI models - what's yours stays yours
  • Compliance ready: SOC 2 Type II compliance (in progress), GDPR compliant
  • Audit trails: Complete logging of all system access and data processing activities

Your competitive advantage remains exactly that - yours.

 

Every organization has unique infrastructure requirements. HatMaster adapts to your needs, not the other way around:

  • SaaS Solution: Hosted on our secure EU servers - fastest time to value, zero infrastructure overhead
  • Private Cloud: Deploy in your AWS, Azure, or Google Cloud environment - full control with cloud flexibility
  • On-Premises: Install behind your firewall on your infrastructure - complete data sovereignty
  • Hybrid Model: Process where it makes sense - sensitive data on-premises, general processing in cloud

We work with your security team to find the optimal deployment model that balances security, performance, and cost.

HatMaster integrates with the tools your team already uses daily. No migration, no disruption, just acceleration:

Project Management

  • Jira, Azure DevOps, Monday.com, Asana, Linear

Documentation

  • Confluence, SharePoint, Notion, Docusaurus, ReadMe

Communication

  • Microsoft Teams, Slack, Zoom (for meeting recordings), Google Meet

Development

  • GitHub, GitLab, Bitbucket, Azure Repos

Testing

  • TestRail, Zephyr, X-Ray, qTest, TestLink

AI Models

  • Azure OpenAI (EU regions), AWS Bedrock, Anthropic Claude, Google Vertex AI

Don't see your tool? We add new integrations monthly and can prioritize based on customer needs.

Operating from Finland, we understand European data regulations deeply:

  • Data residency: All data processing within EU borders
  • Right to deletion: Complete data removal within 30 days upon request
  • Data portability: Export all your data in standard formats anytime
  • Processing agreements: Standard DPA templates ready for your legal team
  • Subprocessor transparency: Full list of any third-party processors available

Your compliance team will appreciate our privacy-by-design approach.

The timeline depends on your chosen deployment model:

  • SaaS: 15 minutes to first value - we just connect your tools and start processing
  • Private Cloud: 1-2 days including security review and configuration
  • On-Premises: 1-2 weeks including infrastructure setup and security hardening
  • Proof of Concept: We start processing your first project within 24 hours

We provide full deployment support and training to ensure your team sees value immediately.

Zero AI expertise required. If your team can use Jira, they can use HatMaster:

  • Business users: Simple web interface, no technical knowledge needed
  • Developers: REST API for automation and custom integrations
  • Admins: Straightforward configuration and user management
  • Training included: 2-hour onboarding gets your entire team productive

The platform handles all the AI complexity behind the scenes. Your team focuses on what they do best - building great software.

 

We offer pricing that aligns with how you want to consume HatMaster:

  • Quick Win Projects: Fixed price per project - perfect for proving ROI
  • SaaS Subscription: Per workflow/month - pay only for what you use
  • Enterprise License: Annual platform fee - unlimited usage for your organization
  • Managed Service: Monthly retainer - we operate, you benefit

All pricing includes support, updates, and success management. No hidden fees, no surprises.

HatMaster adapts to your industry's unique requirements:

  • Financial Services: Support for FIDA, PSD2, Basel III documentation requirements
  • Healthcare: HIPAA-compliant deployment options available
  • Government: Support for security classifications and access controls
  • Manufacturing: ISO 9001, IATF 16949 documentation standards
  • Automotive: ASPICE and Automotive SPICE compliance support

Our agents can be trained on your specific regulatory requirements and standards.

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