Products
Software you subscribe to.
Governance included.
AyronLegion builds enterprise AI software products alongside its services. Each product solves a specific operational problem. Each ships with STAARK governance embedded from day one. Available independently or as part of a services engagement.
AyronLegion is not only a services organisation. We build and operate software products — because we believe that the organisations best positioned to deliver enterprise AI services are the ones that build enterprise AI software. The products inform the services. The services inform the products. And because both run on STAARK governance, the standard is the same across everything we do.
Products are available as standalone SaaS subscriptions or as integrated components of an AyronLegion services engagement — where the same tools that govern the delivery continue to operate in the client environment after we leave.
Enterprise AI Products
Built for the problems that matter
AI Estimation
Predict what your AI programme will actually cost
Traditional estimation models — COCOMO, function point analysis, agile story points — were built for a world without AI. They assume linear productivity and ignore the governance overhead that regulatory frameworks now require. The result is systematic under-estimation: programmes that take longer, cost more, and require more compliance remediation than anyone budgeted for.
This product applies phase-specific AI productivity multipliers, governance buffers, and security overhead to baseline estimates — producing forecasts that account for AI maturity, compliance obligations, and team capability. Before you commit to a programme, you know what it will actually cost.
Request a DemonstrationPhase-specific AI multipliers
Productivity adjustments calibrated to each phase of delivery — not a single blanket reduction across the whole programme.
Governance overhead included
Regulatory compliance, security controls, and audit requirements calculated as part of the estimate — not a surprise at the end.
Calibration over time
Estimates improve with each completed programme as actuals are fed back into the model. Accuracy increases as your organisation uses it.
AI Governance
Continuous compliance with EU AI Act, NIST, and ISO 42001
The EU AI Act is not a future obligation. It is current law. ISO/IEC 42001 sets the management system standard for AI governance globally. NIST AI RMF defines the risk management practice that enterprise and government organisations are expected to follow. Most organisations are managing compliance against these frameworks through manual processes, spreadsheets, and periodic reviews.
This product automates the operational mechanics of AI governance — scoring your AI systems against each framework continuously, generating the documentation that auditors require, flagging compliance gaps before they become regulatory findings, and producing the evidence that demonstrates your governance posture is real and current.
Request a DemonstrationContinuous compliance scoring
Your AI systems scored against governance frameworks continuously — not at the point you decide to run a review.
Auto-generated documentation
Audit-ready governance documentation produced as a by-product of operation — not written under pressure when an auditor asks.
Proactive gap identification
Compliance gaps identified and surfaced before they become regulatory findings — with recommended remediation steps.
AI Quality Assurance
Autonomous testing orchestration from specification to release
AI-generated code is scaling faster than human testing capacity. Organisations that once had a manageable ratio of developers to testers are finding that ratio inverting as AI coding assistants multiply output. Traditional QA processes — manual test case writing, scripted automation, periodic regression cycles — are not designed for this velocity.
This product deploys a pipeline of intelligent agents across the full testing lifecycle — from specification analysis through test design, environment configuration, execution, defect triage, and release closure. Every step is governed. Every release is validated against specification and compliance requirements before it reaches production. Testing scales with development. And governance evidence is generated at every gate.
Request a DemonstrationEnd-to-end agent orchestration
Intelligent agents handle specification analysis, test design, environment setup, execution, and closure — reducing human testing overhead substantially.
Governance gates on every release
Releases validated against specification, compliance requirements, and risk thresholds before they reach production. Not every major release. Every release.
Compliance evidence at every gate
Test results, validation records, and release decisions documented automatically — providing the audit trail that regulated industries require.
Education Management
Academic administration for Cambridge, CBSE, IB, and ICSE schools
Schools running Cambridge IGCSE, CBSE, ICSE, IB, and other structured curricula face a recurring administrative challenge each academic year: managing student subject selection, tracking curriculum constraints, and generating the physical book kits that students require. Done manually, it is labour-intensive, error-prone, and difficult to scale across a large student population.
This product automates the subject selection process, enforces curriculum constraints in real time, generates per-student book kits, and produces the administrative documentation that school operations require. It is live in production, used by schools operating across multiple curriculum frameworks, and available as a SaaS subscription at a school subdomain.
Enquire About School AccessMulti-curriculum support
Cambridge IGCSE, CBSE, ICSE, IB, and hybrid frameworks — managed within a single platform with curriculum-specific constraint logic.
Student subject selection
Guided online subject selection with real-time constraint validation — preventing invalid combinations before they are submitted.
Automated book kit generation
Per-student book kits generated automatically from confirmed subject selections — eliminating manual compilation and the errors that come with it.
All products include
AyronLegion