Deterministic computing for complex decisions.

We engineer multidimensional modelling and numerical optimisation technology for complex financial, operational, and analytical systems.

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Business logic should not live in cells.

Modern organisations depend on complex analytical models, yet many still rely on spreadsheets where business logic, data, and presentation are tightly coupled. Cloudcell is developing a different architecture: models expressed as independent dimensions, multidimensional data structures, explicit calculation rules, and configurable views.

  1. Dimensions Axes of analysis Time, products, regions, accounts, scenarios — the structure a model is built on.
  2. Cubes Multidimensional data Numerical data organised across multiple dimensions, independent of layout.
  3. Rules Explicit calculation Relationships between model elements, defined once — not tied to cells.
  4. Views Configurable output Different representations of the same underlying model.

Open Modeling.

Cloudcell's flagship technology initiative — a general-purpose analytical modelling environment for structured, multidimensional calculations. Its open-source engine, OM Core, is under active development and currently in alpha, distributed under AGPL-3.0.

Engine · Alpha OM Core The open-source multidimensional modelling engine — dimensions, cubes, rules, views, hierarchies, and a deterministic calculation core. github.com/cloudcell/om-core → Reference Documentation Architecture, concepts, and technical documentation for the Open Modeling platform. cloudcell.github.io/om-docs → Source GitHub organisation Public repositories, development activity, and release status for Cloudcell projects. github.com/cloudcell →

Engineering direction.

Three connected objectives guide development. These are directions of work — not claims that every capability is commercially available today.

01

Multidimensional analytical computing

A general-purpose computational foundation for structured numerical models.

02

Mathematical optimisation

Evaluating feasible alternatives against objectives and constraints — including multiple competing objectives.

03

Infrastructure & integration

Making analytical capabilities accessible to other applications, developer tools, and specialised business solutions.

Where the technology applies.

Current and intended application areas for structured, deterministic analytical computing.

Financial planning

Forecasting, budgeting, scenario modelling, and profitability analysis.

Operations

Production planning, product-mix analysis, resource allocation, and constraint-based optimisation.

Developers & vendors

Specialised analytical applications built on a multidimensional computation engine.

Research & analysis

Structured models, scenario exploration, and investigation of mathematical relationships.

Engineering principles.

The constraints we design against — not certifications, but commitments to how the technology is built.

DeterminismResults follow explicitly defined mathematical rules, not probabilistic generation.
TransparencyModel structure, rules, assumptions, and dependencies remain inspectable.
ReproducibilityCalculations are repeatable under the same inputs and conditions.
Separation of concernsMathematical logic is independent of how results are displayed.
ExtensibilityModels grow in complexity without restructuring their logic.
Open developmentOpen source as a foundation for trustworthy analytical technology.

About Cloudcell.

Cloudcell Limited is an independent software engineering company based in Auckland, New Zealand.

We develop deterministic analytical computing technology, with a focus on multidimensional modelling, mathematical optimisation, and extensible software infrastructure. Our flagship open-source initiative, Open Modeling, aims to provide a transparent and structured alternative to spreadsheet-dependent analytical systems.

Cloudcell company Open Modeling platform OM Core engine company → flagship technology → open-source engine

Explicit rules. Inspectable models.

For prospective customers, technical collaborators, and partners — start a conversation with Cloudcell.

info@cloudcell.nz github.com/cloudcell