Innovation architecture

Applied innovation — AI, AIOps,
blockchain — moved to production.

Innovation that starts in PoC and stays there is not innovation — it is expensive research. The mandate I carry moves applied AI, AIOps and distributed ledger from concept to governed production: 1,750+ hours saved, 53% cycle-time improvement, USD 3.9M+ value optimised, AI in regulated live environments.

From PoC to production under governance

Every innovation initiative I architect has a production exit gate built in from day one. That means a regulatory compliance check, an operating-model impact assessment, a risk register and a handover plan to run-state before the first sprint begins. Boards get innovation and auditability — not a choice between the two.

Technologies: LLM · Azure OpenAI · Azure AI-102 · AIOps · Blockchain/DLT · Quantum strategy · RPA · MLOps

Innovation outcomes

1,750+Hours saved by automation
53%Cycle-time improvement
USD 3.9M+Value optimised
LiveAI in regulated production

Technologies

LLM / GenAIAIOps Azure OpenAIBlockchain / DLT Quantum strategyRPA MLOpsAzure AI-102

What I offer

Innovation services

🤖
AI / LLM delivery & governance

Applied LLM architecture for regulated environments — prompt engineering, RAG pipelines, safety guardrails, MLOps, compliance evidence. AI that passes audit.

Live in production
⚡
AIOps & automation

AIOps platform architecture, anomaly detection, automated remediation, RPA — 1,750+ hours saved per year, 53% cycle-time improvement.

1,750+ hours saved
🔗
Blockchain & DLT architecture

Distributed ledger architecture for regulated use cases — traceability, audit trail, smart contract governance. Supply chain, DPI, financial compliance.

Traceable at every step
⚛️
Quantum strategy & migration

Quantum threat assessment, quantum-safe migration roadmap (NIST PQC), cryptographic inventory. Board-ready quantum strategy.

Future-proof cryptography
🧪
PoC to production

Innovation pipeline governance — ideation, PoC gate, pilot, production. Every stage has an exit criteria, a risk register and a go/no-go authority.

Governed end-to-end
📊
Innovation ROI measurement

KPI frameworks for innovation initiatives — productivity uplift, cycle-time, cost avoidance, adoption rate. USD 3.9M+ value optimised tracked.

USD 3.9M+ value optimised

Key engagements

Innovation mandates

PIR2-IT — Agentless AI Reference Architecture · 2023–2026
Designed and productised an agentless AI reference architecture — agentic reasoning pipeline without persistent agent state. Deployed across banking (23 global banks) and eJustice clients. Includes LLM orchestration, RAG pipeline, and secure-by-design control surfaces.
Agentless AILLM orchestrationRAG pipelineSecure-by-designBanking · eJustice
PIR2-IT — Distributed-Ledger eGovernment Engine · 2020–2023
Architected a blockchain-based eGovernment platform spanning 35 state institutions — later acquired by a top-5 global IT corporation. Permissioned DLT, state data federation, cross-agency identity and smart contract governance.
Blockchain / DLT35 state institutionsAcquired by top-5 IT corpSmart contractsState data federation
PIR2-IT — AI Engine (AWS integration) · 2020–2023
Designed and delivered an AI inference engine with native AWS integration — subsequently sold to a major technology corporation. SageMaker-backed model serving, MLOps pipeline, and enterprise API surface for regulated-sector clients.
AI engineAWS SageMakerMLOpsSold to major corpRegulated sector
United Nations / OICT · 2016–2019 · New York
AI governance and automation in regulated UN environment — LLM pilots, AIOps platform, automation frameworks. Architecture authority across 11 UN entities; established the first AI decision governance committee at UN Secretariat.
LLM governanceAIOpsAutomationAI decision committee11 UN entities
NATO / NCIA · 2023–2024
Innovation architecture in classified environment — AI-assisted operations, automation blueprints, AIOps for NATO Secret platforms. Product Owner across delivery streams in ANWI/AVI/ESS classified domains.
Classified AIAIOpsAutomationNATO SecretProduct ownership
IBM — Blue Gene Supercomputer · 2019–2022
Programme lead for Romania's largest supercomputer deployment — IBM Blue Gene system at 13.9 TFLOPS. National HPC infrastructure for scientific computing, climate modelling, and academic research. Innovation Center Bucharest.
Blue Gene HPC13.9 TFLOPSNational supercomputerScientific computingRomania

Visual reference

Innovation architecture infographic

Innovation Architecture — Marius Russo-Got

AI, AIOps or blockchain moving to production?

Applied innovation architecture — from concept to governed production delivery.

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