Build AI with confidence
Tools to validate AI ideas, plan architectures, and define evaluation metrics — before you commit months of engineering time.
AI Idea Validator
Before you build, understand your risks. Describe your AI idea, answer a few targeted questions, and get a comprehensive risk report across 6 categories — in under 5 minutes.
Paste your AI idea
“Build an AI-powered customer support triage system that classifies tickets by urgency and auto-drafts responses grounded in past resolutions.”
Architecture Decomposition
Describe your AI project once — get a complete system blueprint with data flows, effort estimates, and implementation-ready JIRA tickets. Perfect for architects handing off to developers, or software houses drafting detailed client proposals fast.
Receive data, extract metadata, classify with LLM
Search vector DB for similar past cases and solutions
Compose a grounded response from retrieved context
Quality-check the output, route to human for approval
Sound familiar?
These are the questions that lead to wasted budgets and failed projects. We built tools to answer them before you commit.
"We want to add AI but don't know if it's worth it"
The AI Idea Validator analyzes your use case, data availability, and risk factors in 5 minutes.
Try the Validator"We have an AI idea but no architecture or plan"
Architecture Decomposition turns a one-paragraph idea into data flows, component specs, effort estimates, and JIRA tickets — ready for your dev team.
Plan Your Architecture"Our AI feature works in demo but fails in production"
Define clear evaluation metrics before you build. Track accuracy, safety, and reliability systematically.
Build Eval Strategy"Vendor promises 95% accuracy but can't prove it"
Use our scoring rubrics to verify real engineering depth before signing contracts.
Read the GuideBuilt for teams who need clarity, not opinions
Every role on your AI team gets the structured outputs they need to move faster.
CTOs & Engineering Leaders
Weeks lost gathering requirements and discovering risks too late
Risk assessment in 5 minutes, architecture plan in an hour — with effort estimates your team can sprint from
Product Managers
AI requirements feel like guesswork — devs ask questions you can't answer
Measurable metrics, a shared evaluation framework, and auto-generated JIRA tickets with acceptance criteria
Engineers & Architects
Architecture lives in scattered docs and Slack threads — no single source of truth
Complete data flow with component specs, effort estimates, and one exportable document that serves as spec and backlog
Software Houses & Agencies
Proposals take weeks — by the time the quote is ready, the client has moved on
Paste a client brief, get a proposal-ready architecture document with data flows and cost estimates in minutes
Ready to build AI with confidence?
Validate your idea in 5 minutes, plan your architecture with AI, or define evaluation metrics to measure what matters.
Or explore our free resources and guides