Manage Your AI Portfolio Like a Capital Allocation Problem
Capture every AI use case. Score feasibility with AI-led assessments. Track financials at the use-case level. Stress-test the portfolio under uncertainty. Export board-ready reports for CEO, CFO, and CDO — in seconds.
Most portfolio tools stop at scoring and tracking. Vane Loop goes to capital allocation under uncertainty.
What You Get
Everything you need to manage your AI portfolio with confidence — from first use case to board-level capital allocation.
Use Case & Data Product Registry
Every AI initiative, data product, and strategic initiative in one structured registry. No more scattered spreadsheets. No more duplicated efforts across teams.
Value & Feasibility Scoring
Score every use case on business impact and organizational feasibility. The Impact × Feasibility Matrix shows your entire portfolio in one view: what to fund now, what needs capability work first, what to park, what to kill.
AI-Led Assessments
Guided questionnaires for platform readiness, agentic readiness, and portfolio feasibility drivers. The Vane Loop Agent walks you through a series of structured questions to elicit quantitative scores from qualitative, multi-parameter, interdependent inputs. Every assessment produces a defensible, reproducible score — not a guess. Pro+
Vane Loop Agent (AI Assistant)
Powered by Anthropic Claude. Upload multiple documents per use case — strategy decks, business cases, architecture docs, vendor proposals. The agent extracts parameters, enters them into the Vane Loop system, and delivers detailed feedback on each use case. Ask questions in natural language: "Which use cases have the highest adoption risk?" "Show me everything that depends on our data platform upgrade." "What's the total CapEx exposure if we delay the cloud migration?" Starter+
Finance-Grade Use Case Economics
Configure detailed financial parameters per use case: CapEx, OpEx, SG&A, COGS, cash flow projections, ROI metrics, cost and savings breakdowns, risk-adjusted returns. Don't know the exact cost? Score it 1–10. Have the numbers? Enter CapEx to the dollar. Vane Loop works at every level of precision and lets you sharpen as you learn. From qualitative to quantitative — seamlessly.
Strategic Roadmap
Portfolio maturity curve combined with Gantt-style monthly tracking. See how your portfolio matures over time, which initiatives move the needle, and where you're stuck. Not a static plan — a living instrument for quarterly review. Pro+
Periodic True-Ups
Detailed reconciliation and tracking of how qualitative and quantitative parameters move over time. Compare plan vs. actual. Identify drift. Understand whether variance comes from execution issues or external risk factors materializing. Feed the results back into your next planning cycle. Pro+
Monte Carlo Portfolio Simulation
One button: "Stress-Test This Portfolio." The baseline deterministic business case stays. Key drivers — adoption rate, timing, benefits realization, cost uncertainty — are turned into probability distributions. 10,000+ simulations generate a portfolio outcome range. Output: probability of hitting target, what drives the downside, and where risk is concentrated. This moves Vane Loop from prioritization to capital allocation under uncertainty — which is where real CFO and board value lives. Pro/Team+
Three C-Suite PowerPoint Exports
One click, three perspectives: CEO Perspective (Strategic overview, value roadmap, portfolio maturity trajectory), CFO Perspective (Financial analysis, cost and savings breakdown, ROI metrics, risk metrics, cash flow projections), CDO Perspective (Platform maturity, dimension deep-dives, development roadmap, initiative-level detail). Board-ready. Not screenshots pasted into a deck — structured, formatted presentations. Pro+
Excel Export
Full export of use cases, data products, and initiatives list. Structured, filterable, machine-readable (XLSX, CSV). Ready for offline analysis or import into your existing tools. All tiers.
Industry Benchmarking
See how your portfolio compares to peers. Anonymized, bucketed industry data across maturity, feasibility, and investment patterns. No personal data, no granular data, no exact values — just aggregate intelligence. Pro+
On-Premise Self-Hosting
Deploy on your own infrastructure with on-premise AI processing. Your data never leaves your environment. Full data sovereignty. For organizations where cloud-based processing is not an option. Enterprise
Not Another Dashboard. A Decision Engine.
AI That Does the Work, Not Just Displays It
The Vane Loop Agent doesn't wait for you to fill in forms. Upload your documents — it extracts, structures, scores, and challenges your assumptions. AI-led assessments turn qualitative complexity into quantified, defensible positions.
Finance-Grade, Not Feature-Grade
Most portfolio tools stop at scoring. Vane Loop goes to CapEx, OpEx, COGS, SG&A, cash flow, and ROI — per use case. When you present to the CFO, you speak their language. When the board asks about returns, you have numbers, not narratives.
Monte Carlo, Not Gut Feel
The only AI portfolio tool that stress-tests your entire portfolio under uncertainty. Know the probability distribution of your outcomes, not just the point estimate. Explain variance as risk materializing, not teams underperforming or bad feasibility assumptions.
Three Board Perspectives, One Click
CEO sees strategy. CFO sees money. CDO sees platform. Same data, different lens. PowerPoint exports — not PDFs of screenshots.
From Qualitative to Quantitative — Seamlessly
Don't know the exact cost? Score it 1–10. Have the numbers? Enter CapEx to the dollar. Vane Loop works at every level of precision and lets you sharpen as you learn. Most tools force you to choose between "quick and rough" or "slow and detailed." Vane Loop does both.
Continuous, Not Annual
True-ups every quarter. Track how parameters move. Reconcile plan vs. actual. Feed learnings back. Your AI portfolio is a living thing — manage it like one.
AI-Native, Not AI-Threatened
When a better model ships, Vane Loop gets better — not obsolete. Re-run your Monte Carlo with updated cost assumptions. The Agent gets smarter. The assessments get sharper. Built to thrive on the next generation.
Most portfolio tools stop at scoring and tracking. Vane Loop goes to capital allocation under uncertainty.
How It Works
The Impact × Feasibility Matrix
Your entire portfolio on a simple 2×2 grid. Business impact vs. organizational feasibility.
- Low Hanging Fruits: High impact, high feasibility. Do these now.
- Challengers: High impact, low feasibility. Invest to unlock.
- Playgrounds: Low impact, high feasibility. Great for experiments.
- Underworld: Low impact, low feasibility. Deprioritize.
Instantly see where every initiative stands and what to do about it.
The Portfolio Lifecycle in Vane Loop
1. Capture
Register use cases manually or upload documents. The Vane Loop Agent extracts and structures parameters automatically.
2. Assess
AI-led questionnaires score platform readiness, agentic readiness, and feasibility drivers. Configure financial parameters from qualitative (1–10) to CFO-grade (CapEx, OpEx, cash flow).
3. Prioritize
Impact × Feasibility Matrix. Strategic roadmap with portfolio maturity curve. Know what to fund, what to park, what to kill.
4. Track
Monthly Gantt-style tracking. Quarterly true-ups. Parameter drift detection. Actual vs. plan reconciliation.
5. Stress-Test
Monte Carlo simulation across the full portfolio. Probability to hit target. Downside drivers identified. Risk-adjusted capital allocation.
6. Report
CEO, CFO, CDO PowerPoint exports. Excel exports. Board-ready in one click.
See It In Action
Real screenshots from the product.
Who Is It For?
CIOs
Full visibility into every AI initiative. Know what to fund, what your org can deliver, and how the portfolio performs under uncertainty. When the next model disrupts your roadmap, re-run the simulation — don't rebuild your slides.
CFOs
Finance-grade business cases per use case. CapEx, OpEx, cash flow, ROI. Monte Carlo stress-testing for capital allocation decisions. Walk into the board meeting with a probability distribution, not a point estimate. No more "trust us, it'll work."
CDOs
Platform maturity assessments. Agentic readiness scoring. Development roadmap with dimension deep-dives. Know where your platform enables and where it blocks. Track maturity over time with the strategic roadmap.
Data & AI Leaders
Build defensible business cases. Track progress with quarterly true-ups. Present to the board with tailored PowerPoint exports — CEO, CFO, CDO perspectives. Not improvised slide decks. Not screenshots.
Consulting Firms
White-label the product. Bring quantified AI portfolio management to your clients with your branding, our engine. Walk into the boardroom with Monte Carlo-backed capital allocation — not a prioritization workshop on sticky notes.
Not Another Portfolio Tool
Most tools stop at tracking. Vane Loop goes to capital allocation under uncertainty.
| Feature |
Vane Loop
AI-Native
|
Traditional PPM
Project Portfolio Mgmt
|
Work Management
Generic Work Tools
|
Spreadsheets
Manual Tracking
|
|---|---|---|---|---|
| AI-Led Assessments Agent asks questions, extracts parameters | ✓ | ✗ | ✗ | ✗ |
| Finance-Grade Economics CapEx, OpEx, COGS, SG&A per use case | ✓ | ~ | ✗ | ~ |
| C-Suite PowerPoint Exports CEO, CFO, CDO perspectives — one click | ✓ | ✗ | ✗ | ✗ |
| Agentic Readiness Scoring Can your org deliver AI agents? | ✓ | ✗ | ✗ | ✗ |
| Quarterly True-Ups Reconcile plan vs. actual, explain variance | ✓ | ~ | ✗ | ~ |
| Basic Tracking Task lists, status updates | ✓ | ✓ | ✓ | ✓ |
| Collaboration Team workspaces, comments | ✓ Pro+ | ✓ | ✓ | ~ |
| Data Export Excel, CSV machine-readable format | ✓ | ✓ | ✓ | ✓ |
| Starting Price | Free | ~$40/user/mo | ~$30/user/mo | Free–$20/mo |
The only platform built specifically for AI portfolio management under uncertainty.
See Full Pricing & FeaturesFrom Prioritization to Capital Allocation Under Uncertainty
Start free. Score your first use cases. When you're ready, stress-test the portfolio.