The Rooca Blog
Causal intelligence
for regulated operations.
Engineering deep-dives, compliance frameworks, and strategic thinking from the team building Rooca.
FeaturedArchitecture
How Rooca Combines LLMs with Deterministic Scoring to Eliminate Black-Box Risk
Large language models are powerful but unpredictable. Rooca's patent-pending deterministic technology makes outputs auditable.
Latest Articles
Compliance
DORA Compliance and the AI SRE: What Your Auditor Will Ask
The Digital Operational Resilience Act takes effect January 2025. Here is exactly what it means for your incident investigation workflow.
Architecture
Why Multi-Agent Debate Produces Better Root Cause Than Single-Pass AI
Single-pass inference is fast but fragile. Adversarial deliberation catches the false positives that cost your team hours.
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Strategy
The Service-as-Software Shift: Why Outcome Pricing Beats Per-Seat Licensing
When AI replaces labor cost, not software cost, the pricing model must change.