Research from the Modernization Frontier
In-depth research from Ionate's engineers and field architects on AI-driven legacy transformation, parity-guaranteed migration, air-gapped AI architecture, and the operating model for modernized enterprise estates.
Our flagship release.
The MIRA Codex Studio whitepaper: a complete argument for why AI-forward enterprises need a permanent codebase intelligence layer — not just a one-time migration project.
MIRA Codex Studio · June 2026
Beyond Modernization.
$3.8 trillion in technical debt, 95 billion lines of active COBOL, and a retirement cliff already in motion. This paper makes the case that MIRA is not a migration tool — it is the permanent codebase intelligence layer the next decade of enterprise software requires.
Whitepaper · June 2026
Beyond
Modernization.
Modernization methodology.
The engineering practice behind a parity-guaranteed legacy transformation: discovery, transformation, delivery.
The 100% Parity Promise
Engineering functional fidelity in AI-driven legacy migration — and why every prior wave of modernization has failed to deliver it. The semantic-extraction, agentic-transformation, generated-test-corpus methodology that lets Ionate sell parity as a contract clause.
The Legacy Discovery Playbook
Mapping unknown unknowns across COBOL, RPG, AS/400, Natural, and Fujitsu estates in 48 to 72 hours. The five-dimension risk model and the decision register a steering committee can act on the week it lands.
From Pilot to Production at Enterprise Scale
Industrializing AI-driven modernization with continuous orchestration, 94%-plus test coverage as a release gate, and zero-downtime cutover. How the delivery engine eliminates the pilot-to-production chasm that kills most programs.
AI architecture & trust.
Architectural choices that make AI-driven modernization fit for regulated environments — and the comparative analysis that quantifies the alternatives.
Air-Gapped AI for Regulated Industries
Running code intelligence with zero source egress, zero retention, and zero training contribution. The reference architecture deployed at SOC 2 Type II banks, FedRAMP-aligned agencies, and HIPAA-regulated healthcare systems.
The Hallucination Tax
Quantifying the real cost of LLM-generated code: a comparative analysis of generic chatbots, Copilot, build-your-own agents, and parity-guaranteed transformation. How the tax is bounded by architecture rather than policy.
The Talent Cliff
COBOL, RPG, and AS/400 workforce projections 2026 to 2030 — and the 2026 to 2028 playbook for enterprises that need to modernize before their last expert retires. The sector-by-sector exposure analysis.
Industry & infrastructure.
Reference architectures for the workloads that decide modernization economics: core banking, AI compute portfolios, and the platform every modernized estate lands on.
Modernizing Core Banking
From COBOL/DB2 batch monoliths to event-driven microservices — without rewriting the ledger. The five-wave program structure, the ledger-deferral principle, and the regulator-aligned target architecture for tier-one banks.
Cloud-Agnostic Supercompute for AI Workloads
A cost and architecture model for escaping hyperscaler lock-in on GPU, training, and high-throughput inference. The substrate portfolio principle, the workload-by-workload cost table, and the residency-aware scheduler.
Production Kubernetes for Modernized Workloads
CI/CD, service mesh, secrets management, AIOps, and DevSecOps as one cohesive layer for newly transformed applications. The eight-layer blueprint, the platform contract, and the steady-state operating model.
Want a research briefing?
Our field architects regularly run private briefings on the topics in these papers — tailored to your estate, your industry, and your modernization horizon. The briefing is free and the conversation is yours.