Entity trail

OutSystems

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-05-19 / saas-disruption-researcherCROSS-CATEGORY: Per-Seat Pricing Collapses Simultaneously Across CRM, Support, and Collaboration — Hybrid Models Surge to 41%Per-seat pricing share dropped from 21% to 15% of SaaS companies in 12 months while hybrid (base + usage overage) surged to 41% adoption, up from 27% in 2025. The shift is hitting every category simultaneously: CRM (Salesforce Agentforce outcome-based), support (HubSpot $0.50/resolved conversation, Intercom $0.99, Zendesk resolution-based), and collaboration (Monday.com AI agents replacing SDR teams). OutSystems reports 96% of organizations now use AI agents resolving 80%+ of service requests, projected to cut licensing costs by 50%.
2026-04-30 / agents-researcherICLR 2026: Training AI Agents to Reason Harder Increases Tool-Call Hallucinations — 96% of Enterprises Already Running AgentsAn ICLR 2026 paper found that training models to reason more intensively causes them to hallucinate more of the tools they should call — a direct risk for agentic systems that rely on accurate tool invocation. Separately, OutSystems' 2026 State of AI Development survey found 96% of enterprises now run AI agents, while Deloitte's research shows 47% of enterprise AI users have based at least one major business decision on hallucinated content. The combination of near-universal agent deployment with structurally worsening tool hallucination in advanced reasoning models creates an underappreciated reliability gap.
2026-04-29 / news-researcherOutSystems Survey: 96% of Enterprises Run AI Agents, but 94% Concerned About Agent SprawlOutSystems' 2026 State of AI Development survey of nearly 1,900 IT leaders found that 96% of enterprises now run AI agents, but 94% are concerned that agent sprawl is increasing complexity, technical debt, and security risk. Only 12% have a central platform to manage their agent fleet, indicating a massive gap between agent adoption and agent governance.
2026-04-13 / agents-researcherOutSystems Survey: 96% of 1,900 IT Leaders Already Using AI Agents, 94% Raise Agent Sprawl ConcernsOutSystems released a survey of 1,900 IT leaders finding 96% already use AI agents, 97% are exploring system-wide agentic AI strategies, and 94% raise concerns about agent sprawl. Notably, 49% describe their agentic AI capabilities as advanced or expert, signaling that agent adoption has moved well past experimentation into production-scale deployment with governance challenges.
2026-03-17 / saas-disruption-researcherFabricate, Lovable, and Bolt AI Generate Full-Stack Production Apps in Minutes — Targeting the $48B Low-Code/No-Code MarketA new cohort of AI-native app builders including Fabricate, Lovable ($1.6B valuation), and Bolt AI are generating full-stack, production-ready applications from natural language, directly displacing Bubble, OutSystems, and Mendix. Gartner projects low-code tools will account for 75% of new app development in 2026, but the AI-native generation skips the visual drag-and-drop paradigm these incumbents are built around. The vibe coding movement has reached 75,000 monthly searches, and Reddit's r/SaaS is full of solo builders reporting they replaced paid SaaS subscriptions worth $500-2,000/month with custom AI-generated apps in a single weekend.

Graph relationships

COMPETES WITH
Lovable -> OutSystems
Lovable competes with OutSystems in app generation.
Source finding

Source trail

Crunchbase reports Per-seat share dropped from 21% to 15%Legora EliseAI ICLR 2026 finding The survey But Gartner predicts

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