Stop funding guesses. Fund the work that pays you back.
mAI Priority turns every initiative into a defensible business case — value, cost, payback, and 3-year ROI — so you back the work that returns the most, not the idea argued loudest. Score it, prepare it, document it, and let an AI planner draft the evidence for you.
AI Customer Churn Predictor
Automated Reporting Hub
Internal Knowledge Assistant
From first idea to validated initiative.
Teams have more ideas than capacity. mAI Priority gives you a shared, structured way to evaluate, prepare, and ship the initiatives that matter — across every stage of the journey.
- 1IdeaCapture the spark
- 2DiscoveryValidate the need
- 3RequirementsDefine what's true
- 4Solution DesignShape the approach
- 5Ready for DeliveryHand off with evidence
- 6ValidatedOutcome confirmed
Four things that set mAI Priority apart.
A transparent scoring formula, a human-in-the-loop AI planner, full portfolio visibility, and built-in SDLC readiness — all in one workspace.
Decisions you can defend
Every initiative carries its own business case: payback, 3-year ROI, and a break-even date. Walk into any budget review with the number already in hand.
AI that drafts, never decides
Portfolio AI and Project AI propose tasks, artifacts, and priorities. You review and approve — nothing changes without you.
Portfolio visibility
See every initiative's delivery window on the Gantt or advance work on the board — with confidence bands for capacity risk.
Built-in SDLC readiness
Requirements, risks, decisions, test cases, and architecture — gated so a project can only ship when it's actually ready.
Simple scoring. Powerful conversations.
Priority is computed server-side as (value × urgency) / effort, so every initiative ranks against the same yardstick — no opinions hidden in the formula.
Prioritize ROI over guessing.
Every initiative gets a real business case — investment, annual value, payback period, and 3-year ROI — calculated the same way, every time. The break-even chart shows the exact month you stop spending and start earning. So when finance asks 'why this one?', you answer with a number, not a hunch.
The month the initiative pays for itself.
What you put in vs what it returns every year.
Spot the quick wins. Kill the money pits.
"Your roadmap is a portfolio of bets. Most teams place them blind."
An AI planner that drafts the work. You approve it.
Your AI chief of staff for the roadmap. It reads the whole portfolio, finds the high-value work that isn't ready yet, and drafts the requirements, risks, decisions, test cases — even the ROI estimate — for your one-click approval. A week of planning in an afternoon. Nothing changes until you say so.
"Review the portfolio and suggest the next three planning actions."
- Priority overview across the portfolio
- Identify missing readiness evidence
- Draft kanban tasks and estimates
- Generate requirements and acceptance criteria
- Surface risks and suggest mitigations
- Document decisions and rationale
- Write test cases for delivery readiness
- AI-drafted architecture diagrams (Mermaid)
Trained on the frameworks you already trust — RICE, MoSCoW, WSJF, risk matrices, and SDLC phase gates.
See the whole portfolio — timeline and board.
Track every initiative's delivery window on the Gantt, then drop into the board to watch readiness rise in real time.
Each initiative carries its own evidence.
Requirements, risks, decisions, architecture, test cases, and team tools — all in one place. A project can only ship when its readiness gates are met.
Requirements
- Account onboarding with magic linkFunctional · High impact
- P95 latency < 250ms under 50 rpsNon-functional · High impact
- Export project as MarkdownFunctional · Medium impact
Test cases
- User can sign up via magic link
- Score recomputes on slider change
- Free user blocked from 4th project
Decisions (ADR)
- Use Stripe Checkout, not custom flowAccepted · 2026-05-14
- Groq for AI assistant inferenceAccepted · 2026-05-02
Risks
- Vendor API rate limit may block syncHigh · Likely
- Schema migration on live dataMedium · Possible
- Problem statement
- Value hypothesis
- Stakeholders
- Success metrics
- Requirements
- Acceptance criteria
- Test cases
- Risks reviewed
- Solution proposal
Built for the people who have to defend the roadmap.
The workspace, the AI persona, and the reports adapt to who's logged in — so everyone from the board to the backlog is working from the same evidence.
CTO
Defend every line of the tech budget. Tie each build to ROI, organizational impact, and risk — then export an executive summary in one click.
CEO / Founder
Board-ready in one click. Turn the portfolio into a strategic brief: what you're funding, why, and the return you expect.
Product Owner / PM
Stop re-arguing priorities every sprint. A transparent, shared formula ranks the backlog — and you ship with the evidence to prove it was the right call.
Engineering Lead
Protect your team's capacity. See effort, confidence bands, and readiness gates, so you only commit to work that's actually ready.
Start free. Upgrade when AI pays off.
Plan limits are enforced server-side. The AI assistant returns a friendly notice with a reset date if you ever hit your monthly budget — never a surprise charge.
Try the scoring model on a few projects.
- Up to 3 projects
- Kanban & SDLC artifacts
- Portfolio Gantt
- Markdown & CSV exports
For solo PMs and small product teams.
- Up to 20 projects
- Portfolio AI & Project AI
- Monthly AI budget included
- All exports
- Email support
For serious solo builders — unlimited projects, higher AI budget.
- Unlimited projects
- Higher monthly AI budget
- All exports
- Priority support
For teams shipping together. Minimum 3 seats.
- Everything in Pro
- Team invites & assignees
- Project comments
- Role-based views
- Priority support
The work you fund this quarter defines next year.
Make sure it's the right work — with the ROI to prove it. Score your first initiative free, in minutes.
Free plan available · No credit card required