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FORGE15 / 02 / NUMBER THEORY & CRYPTOThe full offering

modalg.

Exact linear-algebra software for supported determinant and linear-solve problems, without floating-point rounding in the returned exact answer.

Discuss modalg
Conceptual product artwork for modalg, not physical hardware
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Customer outcomeDesign and discover
Available nowCLI MCP HeadlessChoose your access mode

THE PRODUCT, IN PRACTICE

When the answer must be exact,
a close number is not enough.

In an exact mathematical computation, a rounded determinant or linear-solve result can be unsuitable even when its relative error is small. modalg addresses that requirement by returning exact results for its supported inputs. It gives software and research teams an exact-arithmetic component to place where an approximate numerical answer is not the required deliverable.

BUILT FOR
Exact-arithmetic, symbolic-computing and mathematical-software teams.
CHALLENGES → PRODUCT RESPONSE

The problem you face.
What modalg changes.

01

A floating result misses the integer answer

The application needs the exact value, not a nearby representation that looks correct when printed.

modalg computes supported determinants and solves with exact output, removing rounding from the result requirement.

02

Large values are hard to assess visually

A long numerical value cannot be accepted simply because it looks plausible.

The product’s independent checking path supports verification of the result against the source computation.

03

Exact computation needs its own benchmark

A comparison based only on approximate arithmetic can miss the property the customer is buying.

Evaluate modalg for exact agreement and total runtime on the supported matrices, not only speed against a method that returns a different kind of answer.

WHAT YOU GET

A defined capability.
A useful output.

The product scope below describes the capability and outputs to confirm for your release. Custom integration, operated delivery and additional engineering are separately agreed.

01

Exact determinant computation

A determinant result for the supported matrix scope.

02

Supported exact linear solves

Exact-answer functionality for the admitted systems.

03

Checkable outputs

The supplied independent checking path associated with the computation.

04

A numerical integration component

An exact-arithmetic tool that can be incorporated into the customer’s mathematical workflow.

AVAILABLE NOW

One product.
Three ways to work.

modalg is fully available with CLI, MCP and headless access. Use the interface that fits your terminal, your agents or your automated workflow.

01 / CLI

For your terminal.

Run the product from a terminal or script, alongside the tools your team already uses.

Get CLI access
02 / MCP

For your agents.

Connect MCP-compatible clients and agents to the product’s exposed capabilities.

Get MCP access
03 / HEADLESS

For your workflows.

Operate without a graphical interface in unattended, scheduled or pipeline-driven work.

Set up headless access

Product-specific inputs, hardware requirements and result guarantees still apply. An access mode does not change your license or deployment scope.

Explore all product interfaces
EXAMPLE CUSTOMER WORKFLOW

Replace one rounding-sensitive calculation

A mathematical application needs an exact determinant as an input to a subsequent decision.

Illustrative use of the supported scope, not a customer case study or a measured result.
  1. 01

    Supply the supported matrix and required exact-result convention.

  2. 02

    Compute the answer with modalg.

  3. 03

    Check exact agreement before passing the result to the downstream calculation.

IN YOUR WORKFLOW

Start with your task.
Agree the useful outcome.

Exact-arithmetic, symbolic-computing and mathematical-software teams.

What you bring
The supported matrix, determinant or solve operation and exact-output requirements.
What a useful evaluation measures
  • Exact agreement with accepted references
  • End-to-end runtime including checking
  • Matrix size and arithmetic capacity for the workload
Where it fits
Use the selected product in a qualified customer environment, or agree a defined implementation with SpinForge. A hosted or managed service is quoted for its actual operating responsibilities; it is not automatically included with software access.
QUESTIONS BEFORE YOU BUY

A clear scope.
No hidden assumptions.

How can we use modalg?

CLI, MCP and headless access are all available. Run from a terminal or script, connect an MCP-compatible client, or use the product without a graphical interface. Choose the mode during onboarding and receive its setup instructions. Runtime requirements and supported operations remain product-specific.

What is the important product boundary?

The reported 52-digit, 40×40 determinant is a specific campaign result, not an unlimited matrix-size guarantee. Exact-result semantics, supported inputs and execution capacity must match the delivered release.

What comes with the selected license?

The agreed modalg release, its supported interfaces and outputs, the applicable checks and the support stated in your order. The plan defines users, workflow, environment and capacity. Source-code transfer, unrestricted redistribution and bespoke engineering are not automatically included.

Can SpinForge implement or operate it for us?

Request a scoped engineering or operated-service proposal. It identifies what our team delivers, where the workload runs, infrastructure costs, acceptance requirements and ongoing support. Your software subscription alone does not activate a hosted runtime.

Explore engineering
What evidence is available for review?

P45 / Company-reported. The supplied campaign reproduced a 52-digit determinant for a 40×40 matrix. Its approximate-arithmetic comparison began missing the exact integer at dimension 14 in the studied matrix family. That threshold is not universal.

These descriptions come from the supplied product and campaign material. Website checks are not an independent rerun of the engine. Qualification identifies the actual release, workload and available artifacts.

Read the evidence summary
SOFTWARE / OPERATED DELIVERYBy proposal

Customer-hosted access and a service operated by SpinForge are different scopes. Confirm the release, deployment and included support before activation.

Plans & delivery
PUT MODALG TO WORK

Tell us what needs to improve.

Bring a representative workload and the result your team needs. We’ll define the product, deployment and engineering scope around that task.

Discuss this workflow
Related products, workflows and system connections +
ONE PLATFORM / OR A DIRECT PURCHASE

Checked Decisions
with modalg.

Activate this capability inside a qualified checked decisions workflow. Compatible methods and required shared checking are included once within that workflow; the product remains independently purchasable.

Capacity, release, environment, result contract and operating responsibilities are specified before activation. Choosing an additional method is not permission to add an unrelated workload or unqualified deployment.

Explore Checked Decisions Choose workflow capacity
FROM PRODUCT TO CUSTOMER WORKFLOW

A useful outcome.
A defined delivery.

Commission the model, integration and acceptance work needed for your task. Existing products stay independently available.

Explore decision programs
START WITH THIS PRODUCT

Use the software directly or ask us to scope the implementation.

YOUR NEXT MOVELET’S MAKE IT COUNT

Put it
to work.

One capability. A connected workflow.
A team to put it into practice.

patrick@garmolabs.com

FIND YOUR CAPABILITY