Ronna-X — From brief to build · Full-autonomous mobility and industrial physical-AI programs

## practice // what the work looks like

Three lenses, one architecture.

Most autonomy advisors live inside one vertical. Ronna-X works across SDV, AAM, and industrial robotics because the underlying topology is the same: reactive (System 1) + predictive (System 2) + a cooperative-perception commons. We help your team see the system whole and ship inside it.

▸ 01 · architecture

Architecture & topology reviews

Where is the System 1 / System 2 boundary in your stack? Where is the cooperative-perception layer missing? Where is the topology debt? We map your program against the cross-vertical reference architecture and surface the moats, gaps, and shippable next moves.

SoS reviews cooperative perception world-model integration

▸ 02 · go-to-market

GTM playbooks & ecosystem maps

Named partner shortlists. Value-prop matrices. Pricing & packaging that match a regulated, infrastructure-heavy industry. Buyer journeys that respect long sales cycles. The output is the playbook a program team can take to commit — not another deck.

partner ecosystem value-prop matrix named-shortlist outreach

▸ 03 · validation commons

Federated testbed & pilot design

Corridor-scale federated testbeds. V2X / UTM interface contracts. Pilot architectures that produce real safety cases. Validation that scales with the program — not just per-vehicle regression. The commons your sector still has to build.

corridor testbeds V2X / UTM contracts pilot architecture

## platform // built on nexus · the engine behind the practice

The same topology, productized.

NEXUS is Ronna-X's proprietary cross-domain physical-AI validation engine — a System-of-Systems platform that operationalizes the architectural lens described in our published briefs. Bare-metal C-Core execution plane, observation plane, and an agentic test harness designed to validate cooperative-perception and world-model architectures across every vertical the practice serves.

▸ FOUNDATION · TECHNOLOGY ENABLER

NX Connectivity — 5G / 6G / satellite unified fabric. The adjacent layer that every vertical depends on — sub-ms determinism, sovereign edge, cooperative-perception transport.

▸ FIVE VERTICAL APPLICATIONS

NX Smart Grid — sub-cycle timing & DER validation
NX Aerospace — assured telemetry, sovereign edge
NX AAM — UTM & vertiport interoperability
NX Smart Transportation — SDV-AIDV, V2X & cooperative perception
NX Robotics — industrial & domestic, embodied-AI sensorimotor loop

in development Q3 2026 alpha Early-access conversations with strategic partners welcomed.

## engage // four standard scopes · price bands indicative · all scoped per engagement

Four ways to work together.

Engagements are sprint-based with the option to extend into fractional advisory. Price bands below are indicative — every engagement is scoped against your specific program shape, team posture, and deliverable density.

▸ 01 · ENTRY 1 day · on-site or remote

EXECUTIVE BRIEFING

A one-day intensive for an exec or program team that wants the cross-vertical architecture made actionable in their context. Structured Q&A, scenario walk-through, ecosystem orientation.

DELIVERABLES

1-day workshop (½ day intro + ½ day deep-dive)
Tailored 8–12 page readout PDF
2 follow-up office-hours sessions (30 min each)

USD 6K – 12K flat · travel separate

▸ 02 · DIAGNOSTIC 2–3 weeks

DIAGNOSTIC SPRINT

A focused architecture-and-GTM review for a specific program (SDV pilot, V2X corridor, vertiport operator stack, humanoid deployment). Where are the moats? Where is the topology debt? Who should you partner with?

DELIVERABLES

Architecture & topology gap analysis (~20 pages)
Partner ecosystem map + named shortlist
GTM readiness scorecard with 90-day actions
Final readout to leadership (60–90 min)

USD 20K – 35K fixed-fee · 2 work-streams

▸ 03 · BUILD 6–8 weeks

BUILD SPRINT

Full GTM-to-pilot scope — the end-to-end output a program team can take to commit. Strategy, playbook, partner contracts framework, pilot architecture, validation plan, KPI framework. Where Ronna-X most directly bridges thesis to deployment.

DELIVERABLES

Complete GTM playbook + ecosystem map + value-prop matrix
Pilot architecture + cooperative-perception interface spec
Named partner contact list + warm-intro execution
KPI framework + 12-month operating cadence
Weekly 90-min working sessions throughout

USD 60K – 120K milestone-based · 3 work-streams

▸ 04 · EMBEDDED monthly retainer · 3-month minimum

FRACTIONAL ADVISORY

Embedded at ~1 day/week with the product, strategy, or program-management team. On-call for exec working sessions, deal reviews, partner conversations, board-prep memos. Best for programs already in motion needing senior architectural judgment continuously.

DELIVERABLES

~1 day/week embedded + on-call slack/email
Monthly board-ready memo on program posture
Co-author of strategy docs, partner pitches, RFP responses
Quarterly off-site facilitation

USD 10K – 18K / month 3 mo. min

▸ how a conversation starts

01 DISCOVER 30-min intro call. We map your program against the System 1 / 2 / commons frame and identify whether there's a real engagement fit. no charge · no slides

→

02 SCOPE Within 48h: a written 1-page Statement of Work — outcome, timeline, deliverables, milestones, price. You decide. No follow-up pressure. 48h SLA

→

03 SHIP Sprint or retainer kicks off. Weekly checkpoints. Working sessions with your team. Concrete artifacts at every milestone. milestone-based

## thinking // industry references · published quarterly

Recent point-of-view briefs.

The Ronna-X industry-reference series. Each volume develops a cross-domain architectural thesis with operator-side framing. Published as standalone executive briefs, LinkedIn anchor posts, and downloadable PDFs.

▸ vol 02 · industry reference · 2026

Full Autonomous Mobility — Beyond the Single Stack

The cross-vertical thesis: SDV, AAM, and Robotics share the same topology (System 1 reactive + System 2 predictive + Cooperative Perception commons) but require different infrastructure. The L4+ unlock is the coupling of all three across cars, robots, and aircraft. Includes the three architectural schools, Houston regional spotlight, and six paths forward.

▸ Download brief (PDF · 4 pages) ▸ LinkedIn anchor post

▸ vol 01 · 2026

The Industrial Edge — manifesto for a sovereign physical-AI stack

The first Ronna-X volume: on-prem and edge AI as the credible path for industrial physical-AI deployment. Key Performance Validation (KPV), non-intrusive edge attestation, SoS lens for manufacturing and energy operators.

▸ LinkedIn post

▸ vol 03 · in drafting

Power Sovereignty as Physical AI

The same architecture, applied to the smart grid: SDG → AIDG. AMI / PMUs as the cooperative-perception commons. Protective relays as System 1. AI dispatch as System 2. The grid as a sovereign physical-AI system.

coming · q3 2026

## about // founder · independent practice · the brand story

Why Ronna-X.

The "Ronna" SI prefix denotes 10²⁷ — the magnitude required to think about modern cyber-physical systems honestly. The "X" is the multiplier: where the foundation meets agentic AI, cross-domain validation, and mission-critical operator-side execution. The brand encodes the architectural lens.

▸ RONNA = the foundation · RONNA-X = the multiplier ecosystem · NEXUS = the agentic engine

Who is on the other end of the email.

Ronna-X is a single-practitioner practice with extension capacity — every engagement is led directly by the founder, with bench partners brought in only when a specific sub-scope (e.g., regulatory drafting, hardware-in-the-loop testing) requires it. No agency layering. No junior staffing.

Hervé Oudin — 15+ years in advanced and exponential technology business development, strategic planning, and solution marketing across the Test & Measurement, Digital Twins, and Cyber-Physical industries. Most recent senior role 2022–2026: +217% FY25 · +143% FY24 growth across software test, digital twin, and edge-AI portfolios.

Program-management leadership across 5G, V2X, Mcity ITS-V2X digital-twin PoC, 5GAA, and smart-grid GTM in France and the U.S. Earlier work spans avionics-grade systems, MNO go-to-market, O-RAN cross-portfolio plans, and hyperscaler partnerships. Mobile World Congress program leadership 2013–2016.

Founded Ronna-X LLC in 2026 to apply the same architecture-first lens — System of Systems, cooperative perception, federated testbeds, physical AI — to teams shipping autonomous mobility and industrial physical-AI programs.

Independent practice — not affiliated with or endorsed by any prior employer. Engagements are direct contracts with Ronna-X LLC; references and detailed program history available on request under NDA.

From brief → to build.
Autonomous mobility and industrial physical-AI programs.

Three lenses, one architecture.

Architecture & topology reviews

GTM playbooks & ecosystem maps

Federated testbed & pilot design

The same topology, productized.

Four ways to work together.

Recent point-of-view briefs.

Full Autonomous Mobility — Beyond the Single Stack

The Industrial Edge — manifesto for a sovereign physical-AI stack

Power Sovereignty as Physical AI

Why Ronna-X.

Who is on the other end of the email.

If this mapped to a real program on your side — let's talk for 30 minutes.