Simple
Make complex forecasts easy to understand for non-financial wizards.
Smarter forecasts, better decisions
From an idea to a complete ROI forecast and business case without ever touching a spreadsheet.
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How Krobar Works
1. Describe your idea
Whether it's a new feature, tool, experiment, or internal innovation - just describe what you're testing, and Krobar works with you to build the case.
2. Let us handle the math
Krobar replaces your gut-feel guesses with data-backed estimates. Then runs thousands of simulations to predict likely outcomes, risk levels, and confidence intervals.
3. Visualize how inputs drive outcomes
Krobar calculates probable outcomes. Run experiments, gather data, adjust inputs, and immediately see how your assumptions affect the forecast.
4. Win support with real numbers
Generate stakeholder-ready presentations with one click. Your assumptions, data, and risks — visualized, explained, and easy to align around.
Build innovation forecasts in minutes. No Excel. No engineers.
You're expected to prove impact before you build. That's the job.
Leaders don't want ideas, they want outcomes. Time saved. Retention boosted. Costs cut. They expect you to walk in with numbers that hold up to scrutiny, long before anyone writes a line of code.
But most of us are stuck pulling assumptions from wherever we can: old decks, napkin math, or benchmarks that don't really fit. It's not just messy, it's risky. One vague forecast, and your project gets delayed, de-prioritized, or killed.
Forget the monster spreadsheets. What you need is quick, credible evidence of value... before the pitch.
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Fast
Create forecasts in minutes, not hours. No spreadsheets. No code.
Realistic
Use your own data sources and even qualitative insights to see the probability of an outcome.
Data-driven decisions
Race multiple ideas against each other to identify those with the best potential outcomes.
Built on agent-accessible services
Krobar ran paid pilots with ABN AMRO Bank, ITHAKA Ventures, and Niterra. Fermi and Neumann continue as standalone, agent-accessible services — usable directly over REST or MCP.
Built for Innovators
Craig Aumann
Manager Planning and Consulting, InnoTech Alberta
"This is a very useful framework for quickly evaluating a proposed business model."
Ben Williams
Director of Business Development, Wisconsin Primary Health Care Association
"Creating metrics that actually show progress and inform action and using new techniques to model financial scenarios that go far beyond traditional pro forma models was amazing."
Drew Zabrocki
General Manager, Semios
"I enjoyed the tools - they were simpler and more efficient than how I was currently evaluating our portfolio."
Paul Taylor
Innovation Coach, Bromford
"It has completely changed my approach to sizing problems and opportunities, and presenting the internal value of ideas."
Craig Aumann
Manager Planning and Consulting, InnoTech Alberta
"This is a very useful framework for quickly evaluating a proposed business model."
Ben Williams
Director of Business Development, Wisconsin Primary Health Care Association
"Creating metrics that actually show progress and inform action and using new techniques to model financial scenarios that go far beyond traditional pro forma models was amazing."
Drew Zabrocki
General Manager, Semios
"I enjoyed the tools - they were simpler and more efficient than how I was currently evaluating our portfolio."
Paul Taylor
Innovation Coach, Bromford
"It has completely changed my approach to sizing problems and opportunities, and presenting the internal value of ideas."
Frequently Asked Questions
Get answers to common questions about Krobar
Sign up and build your first forecast from your own project or a ready-made template. You'll leave with a working model and a clear next step.
Krobar turns complex spreadsheet workflows into a streamlined visual format without losing analytical depth. Traditional spreadsheets don't show probability distributions - Krobar runs thousands of Monte Carlo simulations in seconds to show you realistic outcomes. Power users can still access advanced features like formulas and variables, but Krobar is designed for people who need to make business forecasts but don't want to build complex spreadsheets.
Yes. Krobar's simulation engine (Neumann) and estimation engine (Fermi) are both agent-accessible over REST and MCP, with API-key auth and agent cold-start account creation. See api.krobar.ai/docs for the live API reference.
Yes! We currently support integrations with Mailchimp, Shopify, Zapier, Google Analytics, and LinkedIn for data import. Enterprise customers get unlimited and custom integrations. Our team will work with you to build custom integrations for your specific needs and workflows. More info: www.krobar.ai/integrations
Yes! Enterprise customers can bring their own AI models and integrate them directly into the platform. This gives you full control over your AI infrastructure while still benefiting from our platform's features.
All plans include data encryption at rest and in transit, OAuth with Google, and Portfolio Microsoft integration. Business and Enterprise plans include additional security features like two-factor authentication, SAML SSO, audit logs, and custom data retention policies.
Startup plans include email support with 24-hour response time. Business plans include priority email support with 4-hour response time and 3 hours of live onboarding. Enterprise plans include 24/7 premium support with dedicated account management.
Contact Us
Question, ideas, or projects? Let's talk!