Fact-checking synthesis on **Delos Intelligence** (delos.so), a French B2B generative AI startup, comparing a prior tech-watch note against **primary sources** (Alexandre Dewez's "Overlooked" post / 20VC, April 15, 2025, the delos.so website, official registries) and specialized press (Le Monde Informatique, L'Usine Nouvelle, FrenchWeb, Le JDD). **Overall verdict: reliable factual backbone.** The **€2.5M seed round** (≈$2.74–2.83M) led by **20VC** (Harry Stebbings) in **April 2025**, with Inovia Capital, Kima Ventures (Xavier Niel) and Plug and Play, is confirmed; so are the founders (brothers **Pierre** and **Thibaut de la Grand'rive**) and the clients **TotalEnergies, Shiseido, Groupe Casino**. **Strong methodological point**: the list of business angels — often suspected of hallucinatory "padding" — is **CONFIRMED word for word** by the lead investor's press release (Pigment, Dataiku, Hexa plus Ramp and Kerala to add): this is therefore NOT a hallucination. **To correct**: the "50 people" headcount is **not sourceable** (~20 in April 2025, about forty by late 2025); the actual pricing grid is richer (a **Student tier at €10** plus Enterprise on request, in addition to €25/45/80); user figures (10,000 → 50,000 → "100,000+") and ARR are **self-reported and unaudited**. **To flag as speculative**: **no Series A has closed** (only announced as an intention targeting March 2026); **no overall ARR published** (the only mention is a self-promotional "$1M ARR in a few days" for the new **Workers** product, referring to that product alone). "100% Scaleway" sovereignty was **still being finalized** at the end of 2025 (compute still partly running on Azure France). The note's interest is as much methodological — **how to distinguish, within an AI-generated synthesis, what is confirmed, partially accurate, speculative, and self-reported** — as it is documentary.
#Delos Intelligence#delos.so#fact-checking
Synthèse de veille (fact-checking) — sources primaires : blog 20VC (Alexandre Dewez) · delos.so · registres officiels ; presse : Le Monde Informatique · L'Usine Nouvelle · FrenchWeb · Le JDD
**Matt Kamelman** publishes on the **Thoughtworks blog** on **December 3, 2025** a conceptual pivot article that formalizes the major economic shift in intellectual services: ***"Service-as-Software" (SaS)*** as a **new economic model** succeeding **SaaS**. **Pivot distinction**: ***"Traditional SaaS is about tools: software that enables humans to solve problems. Service-as-Software (SaS), meanwhile, sells outcomes."*** SaS is *"a new class of tool that doesn't just enable work but instead automates the reasoning process itself"*. **Pricing shift**: ***"Companies will no longer pay for an agent based on seats or features. Instead they'll pay based on its demonstrated alignment and impact."*** **Three archetypal SaS agent examples**: marketing agents (end-to-end campaigns), financial agents (forecast modeling), operations agents (request triage). **Three capabilities** of agentic SaS systems: (1) operating dynamically on **goals**, not fixed workflows; (2) retaining **memory** across interactions; (3) autonomously coordinating across tools and APIs. **The "Cognitive Contract" — three principles**: (1) **Interpretable and auditable** — *"users need to be able to understand why the system made a decision"*; (2) **Aligned with human goals** — *"the system's objectives must match human intent and ethical boundaries"*; (3) **Trained and iterated in real time** — *"systems continuously refine behavior based on feedback"*. **New organizational role**: the ***"cognitive orchestrator"***, with three operational functions: (a) **feedback loop design** (step-by-step review); (b) **managing uncertainty with guardrails** (business rules + circuit breakers); (c) **measuring alignment** (a quantifiable alignment score). **Structuring historical analogy**: *"mainframes → client-server → web/cloud, where the cognitive contract remained the same: humans had to instruct the machine"*; today this contract **is evolving toward collaboration** between human and machine. **Major relevance**: this is the clearest **Anglo-Saxon conceptual formalization** of the **billable hours / per-seat → outcome-based** shift observed empirically at **McKinsey/Sternfels** (60,000 = 40,000 humans + 20,000 agents, January 2026), **VoxComm/Mandese** (March 2026, agencies), **Bain Rule of 40** (April 2026, SaaS), **Bain cross-system labor $100B** (May 2026). The term ***"Service-as-Software"*** is set to become **canonical**, much as *"Software-as-a-Service"* was in the 2000s-2010s. To be leveraged for **2026 strategic vocabulary** in executive committee presentations, agentic business cases, and pricing models.
**Matt Kamelman** — auteur de l'article publié sur le blog Thoughtworks le 3 décembre 2025. **Thoughtworks** est un cabinet de conseil en technologie et software engineering global · fondé en 1993 · fortement associé à des figures emblématiques du software engineering (Martin Fowler, Rebecca Parsons, Sam Newman, etc.) et à des contributions historiques majeures (continuous delivery, microservices, expansion XP/Agile). Le blog Thoughtworks est une référence de premier plan dans l'écosystème software engineering et architectural.