Excel got you here but Kaleidoscope gets you further. We're not a smarter interface on top of the same sheet, we're a better foundation. See how we compare to the most common modelling solutions.
Every assumption, every formula, masterfully hand-built and hand-maintained. You know where everything is because you built it.
The problem isn't the spreadsheet, it's that cell-based logic was never designed to be financial modelling infrastructure. Change the business and you're rebuilding. Something always slips through.
You can generate formulas faster and get explanations on demand. Genuinely useful for speed but the infrastructure underneath hasn't changed, it's still cell-based, still fragile, still dependent on whoever built it.
And when the AI gets something wrong, it's rarely obvious where or why. Faster output but there's an accuracy risk.
The interface changes but the underlying model often doesn't.
Many tools — including those using model context protocols (MCPs) to connect AI to your data — can read your numbers and act on them. That's not the same as understanding the numbers and their context.
Connectivity isn't comprehension.
You're outside Excel, building or interrogating models through a purpose-built planning platform. These tools have genuine financial modelling expertise built-in, that's their strength. The challenge is getting there, the implementation takes months.
The budget and complexity were designed for enterprise finance teams, not lean ones.
This is how the approaches stack up across the things that matter most to finance building models.
Spreadsheets built manually | Spreadsheets with an AI assistant | Spreadsheets with a platform add-in | FP&A platforms | Kaleidoscope | |
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Calculation reliability |
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Structured logic (not just cell formulas) |
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AI understands the model's logic |
| Limited | Limited |
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AI outputs validated |
| Limited | Limited |
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Reflects business change automatically |
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| Limited |
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Full audit trail |
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| Limited |
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Version control |
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| Limited |
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Transparent logic |
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Flexible scenario planning | Limited | Limited | Limited | Limited |
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Fast to get started |
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Affordable for SMB finance teams |
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Kaleidoscope uses a smart calculation engine built for AI financial modelling, from the ground up. A new platform, that fits to your business and removes the legwork with speed, rigour and accuracy.
Not a legacy platform with AI bolted on, not a general purpose LLM that can get it wrong, not a spreadsheet that takes hours to wrangle for hours to make a simple decision.
Move beyond modelling at the micro level — individual cells, specific formulas, localised data blocks. Start modelling at the macro level.
Logic is defined once at a semantic level — products, people, costs — and applied consistently, so every number carries its own context. No hunting for broken formulas, no rewriting logic to reuse it elsewhere — just numbers that stay usable across views and scenarios as your model evolves.
Logic is defined once at a semantic level — products, people, costs — and applied consistently, so every number carries its own context. No hunting for broken formulas, no rewriting logic to reuse it elsewhere — just numbers that stay usable across views and scenarios as your model evolves.
Our mission is to give fast-growing businesses access to powerful planning software that was once only reserved for the giants. A platform designed to be AI-first, flexible, intuitive, and aligned with real-world business models. :quality(75))
Built by the founder of Anaplan — for the businesses Anaplan was never built for. Enterprise-grade financial modelling, designed from the ground up for lean finance teams.
Our smart calculation engine works with object-based calculations, GAAP and IFRS-aligned categories, and gives you a full audit trail — built to hold up under scrutiny.
Bring the spreadsheet model you already have. No blank template, no costly implementation project, no consultant. Create your first K-model in just minutes.
Safe, auditable, and fully in your control. Our AI relies on the smart calculation engine underneath it. Every change traceable, so you have complete confidence in the numbers before you present them.
If you'd like to test the platform early, or just want to be first to hear when we launch, get your name on the list. We're working with finance first, business-wide next.
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