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Features built for AI product reality — not generic workflows
Umaku embeds intelligence directly into how AI products move from notebooks to production — planning, reviewing, and governing with real context, not checklists.
Contract-Aware Logic Review
Umaku analyzes business contracts and product requirements alongside your code to detect logical violations. The power isn’t automated code review — it’s context-aware review that ensures implementations match real product intent.
- Reviews code against contracts and documented requirements
- Detects logical bugs, missing validations, and broken assumptions
- Explains why an implementation violates business context
Why it Matters
Most production failures happen when code technically works — but breaks the contract.Without contextual review, these logic gaps pass code review and become irreversible downstream issues. Umaku catches them at the moment intent breaks.
Automated Sprint Review Reports
Umaku automatically generates comprehensive, AI-powered sprint reports that give teams and leadership clear insights into progress, quality, and risks.These reports are built on multiple key matrices — helping you understand not just what was done, but how well it was done.
- Evaluates sprint performance across four core matrices.
- Provides actionable recommendations backed by evidence and analysis
- Summarizes work completed, blockers, and critical insights for leadership and the team
Why it Matters
Without clear visibility into sprint outcomes, teams rely on assumptions and incomplete data.Without contextual review, these logic gaps pass code review and become irreversible downstream issues.
AI Project Assistant
Every project in Umaku comes with a dedicated AI assistant that fully understands its context, codebase, and history.Ask questions, explore the project, or find information — the assistant gives answers grounded in the project’s actual work, not generic responses.
- Understands project goals, charter, tech stack, and documentation
- Answers questions directly from the project’s source code and tickets
- all discussions are saved and can be continued anytime
Why it Matters
AI projects involve complex context that’s easily lost or fragmented. Umaku’s AI Project Assistant becomes your project brain, helping teams preserve knowledge, onboard new members faster, and make informed decisions. by real data — not guesswork.
AI-Powered Ticket Validation
Umaku ensures that every ticket marked as “Done” is truly complete and meets its requirements.By analyzing submitted code, user stories, and acceptance criteria, the AI validates work automatically — so nothing slips through the cracks.
- Validates commits against ticket intent and requirements
- Detects missing implementations, incomplete logic, or deviation from coding standards
- Highlights areas of risk and recommends corrective actions
- Ensures AI reviews are grounded in project context and GitHub-sourced code
Why it Matters
Tickets often appear “complete” but fail to meet business requirements or coding standards, leading to bugs and rework. Umaku stops incomplete or misaligned work before it reaches production, saving time and ensuring quality across your AI projects.
AI-Powered Team Recommendations
When creating a project in Umaku, the AI assistant helps you assemble the optimal team.By analyzing past contributions, proven experience, and project requirements, Umaku recommends the right individuals — and explains why each was selected.
- Suggests team members based on previous project contributions and experience
- Matches individuals to roles and tasks aligned with project goals
- Provides reasoning behind each recommendation for transparency
- Supports distributed teams and ensures balanced workload
Why it Matters
Choosing the right team is critical for AI project success, but manual assignment is time-consuming and error-prone. Umaku removes guesswork, helping you assemble teams faster, reduce risk, and maximize project outcomes.
Unified Product Development Platform
Umaku brings all aspects of AI product development into a single platform.From sprint planning and tickets to code, AI reviews, and team communication — everything happens in one place, eliminating context loss and dashboard sprawl.
- Plan sprints, manage backlog, and track bugs within the same system
- Submit code and link commits directly to tickets for AI review
- Collaborate across the project and on individual tickets with built-in discussion threads
- Access comprehensive project reports and AI insights without switching tools
Why it Matters
Modern AI teams waste hours jumping between tools, losing context, and duplicating work.Umaku consolidates the entire development lifecycle, making progress visible, actionable, and aligned — so teams can focus on building AI products instead of managing tools.
Why Teams Choose Umaku
Built for AI Products
Designed to help teams turn AI experiments into production-ready systems — with structure, governance, and traceability.
Context-First Intelligence
Every insight is grounded in project intent, code, tickets, and business requirements — not generic rules.
Embedded Governance
Quality gates, standards, and validations are built directly into your workflow — with full managerial control.
Data-Driven Leadership
Sprint performance, risks, and quality trends are backed by real data — not assumptions.
One Unified System
Planning, code, AI reviews, reports, and collaboration — all in one connected platform.