Infraware PLAI Accelerator Interview Practice Cards

These vocabulary flashcards cover the organizational, technical, and financial details of Infraware S.R.L. based on the May 2026 internal documents, focusing on product layers, market timing, and growth strategy.

Infraware S.R.L.

An Italian Innovative Startup founded in October 2025 in Sassari, Italy, that creates an AI-native terminal for Kubernetes incident investigation.

ROTELLE

An open-source Kubernetes fault injection framework written in ~23,000 lines of Rust (Apache 2.0 + MIT) used to create real failure scenarios like crash loops and OOM kills.

Human-in-the-loop (HITL)

An architectural principle where the AI proposes commands and diagnostic paths, but the engineer must approve every action before execution.

BYOK (Bring Your Own Key)

An architecture where customers supply their own LLM API keys, externalizing inference costs and maintaining an 80–82% gross margin for Infraware.

Incident Context Graph

The company's data moat consisting of structured investigation data, failure patterns, and cluster topologies that accumulate into org-specific incident memory.

INVESTIGATOR

The specific agent in the multi-agent pipeline responsible for forming hypotheses and proposing kubectl commands.

ANALYST

The agent within the investigation pipeline that interprets command output and the state of the Kubernetes cluster.

REPORTER

The agent that writes structured post-mortems automatically as the infrastructure investigation unfolds.

Local-first execution

A model where the terminal runs on the engineer's workstation and connects directly to the cluster without Infraware-controlled servers in between.

NIS2

An EU regulation requiring auditable incident management for essential entities, serving as a regulatory tailwind for Infraware's compliance-ready architecture.

DORA

The Digital Operational Resilience Act which mandates ICT operational resilience, audit trails, and human oversight for all EU financial entities.

SAM (Serviceable Addressable Market)

The portion of the market specifically for infrastructure tools, valued at approximately $€4.5B$ with a 22% CAGR.

Bridge Round

A $€300,000$ angel bridge round using a post-money SAFE with a $€3.5M$ valuation cap and a 20% discount, closing June 30, 2026.

Incident Lab

A free, downloadable binary terminal used as a distribution mechanism for non-production training against failures created by Rotelle.

RAG Context Assembly

A 6-layer process that composes agent context starting from pre-provisioned prompts up to the current live session context.

Francesco Niccol" Garau

The CEO of Infraware who holds an MA in AI & Data-Driven Design and was a former Founding Lead Product Engineer at Fini.

Laura Emilia Hellqvist

The COO of Infraware who holds a PhD in innovation & sustainable tech and was a former UN consultant.

Alan Chen

The CTO of Infraware with 25+ years of experience, joining full-time on July 1, 2026, previously CTO at InfinyOn.

B4i Bocconi

The acceleration program that provided Infraware with $€80k$ in institutional backing via a day-zero offer.

Crypto-shredding

A security feature in the context graph architecture involving per-tenant master keys that enables tenant-scoped deletion-on-request.