Tailles de marché et prévisions 2024–2030 pour R&D, ingénierie externalisée, recherche académique et expérimentation marketing

Abstract ENThis document, produced with the assistance of ChatGPT o3 and ChatGPT 5 Thinking, is released under the Apache 2.0 licence. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes: EPC Art. 54(2) (European Patent Convention), French IPC Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). It discloses an enabling, system-level framework to measure and increase R&D ROI across software, sensors, hardware and AI: Identity/Consent, Data Fabric & Lineage, Event/Timeseries, Experiment & Causal OS, ROI Ledger, Asset/Variant Graph, IP Pipeline, HITL AI, Edge/Drivers and GRC. Every proposal includes key components, QA/validation steps, and reproducible workflows, and is classified with IPC/CPC codes. Timestamp proof (RFC 3161 / FreeTSA) and WORM evidence are referenced to establish integrity and priority. Résumé FRCe document, produit avec l’assistance de ChatGPT o3 et ChatGPT 5 Thinking, est diffusé sous licence Apache 2.0. Il constitue une publication défensive volontaire (antériorité) et entre de ce fait dans l’état de la technique conformément aux régimes légaux applicables : art. 54(2) CBE (Convention sur le brevet européen), art. L 611-11 CPI (Code de la propriété intellectuelle français), 35 U.S.C. §102(a) (United States Patent Act), loi chinoise sur les brevets art. 22(5) (中华人民共和国专利法), et loi japonaise sur les brevets art. 29(1) (特許法). Il décrit de manière « enabling » un framework commun logiciel–capteurs–hardware–IA pour mesurer et augmenter le ROI de la R&D : Identity/Consent, Data Fabric & Lineage, Event/Timeseries, Experiment & Causal OS, ROI Ledger, Asset/Variant Graph, IP Pipeline, IA HITL, Edge/Drivers et GRC. Chaque proposition inclut composants, QA/validation et workflows reproductibles, avec classification IPC/CPC. Une preuve d’horodatage (RFC 3161 / FreeTSA) et un coffre WORM garantissent l’intégrité et la priorité. Timestamp: 7d7704c1fceff539c43f7aa33855b02cff1a61efe9850eff14eed0022c4aa13bSHA-256: 2025-10-12T13:49:22Z Liste des innovations & classification (IPC ; CPC) 1) ROI Ledger bitemporel — IPC G06Q 10/06 ; CPC G06F 16/2452) Experiment & Causal OS — IPC G06F 11/36 ; CPC G06N 20/003) IP-Graph claims→fonctions — IPC G06F 16/903 ; CPC G06Q 50/224) Lineage universel TS — IPC G06F 16/23 ; CPC G05B 19/4185) Gateway Edge attesté — IPC H04L 29/08 ; CPC G01D 3/086) Closed-loop DoE process — IPC G05B 13/02 ; CPC G05D 23/197) Causal PR/marketing kit — IPC G06Q 30/02 ; CPC G06N 20/008) Identity/Consent unifié — IPC G06F 21/62 ; CPC G06Q 50/269) Killing/Scaling policy — IPC G06Q 10/10 ; CPC G06N 20/1010) Variant Graph produit — IPC G06F 8/72 ; CPC G06F 16/24511) WORM coffre d’évidence — IPC G06F 12/14 ; CPC H04L 9/3212) HITL QA signaux — IPC G06N 20/00 ; CPC G06F 18/21413) Quantization frugale Edge — IPC G06N 20/00 ; CPC H04W 52/0214) Drivers unifiés multi-filières — IPC G06F 13/42 ; CPC G05B 19/41815) SBOM/ModelBOM traçable — IPC G06F 21/57 ; CPC G06F 8/6516) Scheduler énergie/CO₂e — IPC G06Q 50/26 ; CPC G06F 9/5017) Calibration-as-a-Service — IPC G01D 18/00 ; CPC G06Q 10/0618) Safety sandbox IA — IPC G06F 9/44 ; CPC G06F 11/3619) Logistique échantillons causale — IPC G01N 33/00 ; CPC G06Q 10/0820) Vision/ToF QA process — IPC G01N 21/88 ; CPC G06T 7/24621) Jumeau causal runtime — IPC G06F 30/17 ; CPC G06N 20/0022) Federated Causal Learning — IPC G06F 21/62 ; CPC G06N 3/0823) Schéma Avro/Parquet bitemporel — IPC G06F 16/28 ; CPC G06F 16/24524) IP Pipeline HITL — IPC G06F 16/903 ; CPC G06Q 50/2225) Score AI Act/GRC — IPC G06Q 50/26 ; CPC G06F 11/3626) Enceinte Edge EMI/CO₂e — IPC H05K 9/00 ; CPC H05K 7/2027) Cartouche microfluidique QC — IPC B01L 3/00 ; CPC G01N 35/1028) Recon ToF basse lumière — IPC G06T 7/246 ; CPC G01S 17/8929) Patch adhérence/expés — IPC A61B 5/00 ; CPC A61B 5/680230) Scheduler trafic A/B carbone — IPC G06F 9/50 ; CPC G06Q 50/2631) Marketplace d’expériences — IPC G06Q 10/10 ; CPC G06Q 30/0232) Datalogger WORM chaîne du froid — IPC G01N 33/49 ; CPC G06F 12/1433) GPU-ROI multi-locataires — IPC G06F 9/50 ; CPC G06Q 10/1034) Feature Store immuable — IPC G06F 16/903 ; CPC G06F 18/21435) QUIC-OPC UA sécurisé — IPC H04L 29/06 ; CPC G05B 19/41836) Causal LLM Guard — IPC G06N 20/00 ; CPC G06F 11/3637) Scheduler GPU carbone/latence — IPC G06F 9/50 ; CPC G06Q 50/2638) Journaux eIDAS notarized — IPC H04L 9/32 ; CPC G06F 21/6239) Twin process DoE léger — IPC G05B 13/02 ; CPC G05D 23/1940) Kit étalons numériques — IPC G01M 99/00 ; CPC G01D 18/0041) Evidence Escrow tokens — IPC G06Q 20/06 ; CPC H04L 9/3242) A/B magasin capteurs — IPC G06Q 30/02 ; CPC G06T 7/24643) Variant-Graph qualité matière — IPC G05B 19/418 ; CPC G06F 16/24544) Consent-to-Run binder — IPC G06F 21/62 ; CPC G06Q 50/2645) Secure Boot & OTA R&D — IPC H04L 9/32 ; CPC G06F 21/5746) DP-Metering expérimental — IPC G06F 21/62 ; CPC G06N 3/0847) Bandit clinique sécurisé — IPC A61B 5/00 ; CPC G06N 20/0048) Auto-calibration fusion — IPC G01D 18/00 ; CPC G06T 7/24649) Flacon scellé NFC WORM — IPC G01N 33/49 ; CPC G06F 12/1450) Forecast SC contrôlé — IPC G06Q 30/02 ; CPC G06N 20/0051) PQ-seal d’évidence — IPC H04L 9/32 ; CPC G06F 21/6252) LCA temps-réel par run — IPC G06Q 50/26 ; CPC Y02E 60/0053) Scheduler microgrid labo — IPC G05B 13/02 ; CPC Y02E 40/1054) Récupération chaleur HPC — IPC F24F 12/00 ; CPC F24F 5/0055) Meta-analyse causale TEE — IPC G06F 21/62 ; CPC G06N 3/0856) OpenAPI Causal Schema — IPC G06F 16/903 ; CPC G06F 8/6057) Banc test portable universel — IPC G01M 1/00 ; CPC G05B 19/41858) Détection ruptures online — IPC G06F 11/36 ; CPC G06N 20/0059) QA vibrations edge — IPC G01H 1/00 ; CPC G01M 7/0060) Survie modèles & dégradation — IPC G06N 20/00 ; CPC G06F 18/21461) Fairness expérimentation — IPC G06N 20/00 ; CPC G06F 19/34462) Doc auto liée à preuve — IPC G06F 16/903 ; CPC G06F 8/3563) Guidage MR opérateur causal — IPC G06T 19/00 ; CPC G06F 3/0164) Émulateur capteurs multi-modal — IPC G09B 25/02 ; CPC G06T 7/00 KeywordsROI-ledger, bitemporal, Merkle, causal-engine, experimentation, guardrails, patent-graph, SEP, NLP, lineage, timeseries, OPC-UA, edge-gateway, attestation, PTP, DOE, MPC, closed-loop, geo-lift, DiD, consent, privacy, audit, NPV, sequential, policy, variant-graph, traceability, WORM, notarization, HITL, drift, quantization, edge, power-saving, device-drivers, schema, SBOM, attestation, carbon-aware, scheduling, calibration, metrology, canary, feature-flags, rollback, cold-chain, impact, validity, tof-vision, quality, causal-twin, uplift, online, federated, privacy, avro, parquet, claims-drafting, prior-art, ai-act, compliance, scoring, enclosure, EMI, LCA, microfluidics, pre-analytics, QC, time-of-flight, denoise, phantom, adherence, wearable, AB-test, bandits, carbon, allocation, marketplace, escrow, ethics, cold-chain, logger, validity, finops, gpu-metering, bitemporal, feature-store, WORM, causality, opcua, quic, low-latency, llm, guardrails, uplift, carbon-aware, scheduler, hpc, eidas, notarization, audit, digital-twin, doe, safety, digital-phantom, calibration, QC, escrow, evidence, licensing, retail-ab, sensors, geolift, material-graph, SPC, traceability, consent, purpose, binding, secure-boot, OTA, attestation, differential-privacy, metering, epsilon, safe-bandit, clinical, allocation, calibration, sensor-fusion, fiducial, nfc, chain-of-custody, sample, synthetic-control, launch, uplift, post-quantum, signature, notarization, LCA, carbon, telemetry, microgrid, scheduling, demand-response, heat-recovery, HPC, HVAC, secure-aggregation, causal, TEE, openapi, schema, interoperability, portable-rig, DAQ, PTP, change-point, drift, rollback, vibration, anomaly, maintenance, survival-analysis, retraining, fairness, constraints, experimentation, documentation, automation, lineage, mixed-reality, guidance, sensor-emulator, sim2real, fidelity