Insights
Perspectives on autonomous AI agents, enterprise automation, and the future of work — from the Korvus Labs engineering team.
How to Calculate the Total Cost of Ownership for Enterprise AI Agents
Infrastructure, integration, operations, compliance — the complete cost model that 60% of enterprise budgets get wrong.
Why 95% of Enterprise AI Agent Projects Fail (And the 7 Patterns That Prevent It)
The failure rate is real. But it is not inevitable. Seven battle-tested patterns from teams that ship agents to production.
AI Agents for Invoice Processing: A Technical Implementation Guide
OCR and RPA fall short on the 20% of invoices that matter most. A full technical architecture for autonomous AP automation.
Data Sovereignty for AI Agents in Europe: Private VPC vs. Cloud API Architectures
European enterprises face a unique challenge: deploying cutting-edge AI while keeping data within sovereign boundaries.
AI Agents for Customer Operations: Automating Tier-1 and Tier-2 Support
How to automate 73% of support tickets while improving CSAT from 68% to 91%. Not chatbots — real agent workflows.
AI Agent Governance Framework for EU Enterprises
The operational playbook for risk classification, audit trails, and human oversight under the EU AI Act.
AI Agents in Manufacturing: Quality Inspection, Predictive Maintenance, and Supply Chain
From the factory floor to the supply chain — how autonomous agents are transforming German manufacturing.
How to Evaluate and Select an AI Agent Consultancy
A scoring framework for enterprise buyers. Eight criteria that matter, three that do not, and five red flags.
From Pilot to Production: The 6-Week Playbook for Your First Enterprise AI Agent
Week-by-week breakdown with deliverables, decision gates, and go-live checklists from real deployments.
Human-in-the-Loop Design Patterns for Enterprise AI Agents
Four production-tested patterns for balancing agent autonomy with human oversight. With architecture diagrams.
AI Agents for SaaS Operations: Onboarding, Churn Prevention, and RevOps
From 24-day onboarding to 3 days. How AI agents transform SaaS operations across the customer lifecycle.
The Enterprise AI Agent Tech Stack in 2026: Models, Frameworks, and Infrastructure
Battle-tested opinions on LLMs, frameworks, vector DBs, orchestration protocols, and observability tools.