AI Agent vs Workflow: When to Use Each (2026 Guide)
Automation software
Determine if a task requires autonomous reasoning or if traditional automation is sufficient for your specific operational needs.
Tessa BergmannSep 17, 202613 min read
Blog
Automation software
161 posts
How to Deploy Self-Hosted AI for Bank Call Centers (2026)
Automation software
Private AI infrastructure enables financial institutions to process customer data locally while meeting strict regulatory standards for information security.
Nadia PetersenSep 17, 202613 min read
Why a workflow can run successfully and still be wrong
Automation software
Workflow automation often fails to catch errors that occur when technical processes execute correctly but produce invalid or illogical business results.
Indira MehtaSep 17, 202614 min read
How AI Agents Remember Things Across Sessions in 2026
Automation software
Effective memory architectures allow AI models to maintain coherent, personalized interactions by balancing long-term storage with rapid data retrieval.
Nalani ReevesSep 16, 202615 min read
Cost of Self-Hosting AI: Staffing and TCO in 2026
Automation software
Self-hosted AI staffing requires specialized engineers and security experts to maintain private model infrastructure.
James OkaforSep 16, 202614 min read
Shared Inbox Automation: Route Emails to Chat with AI
Automation software
Shared inbox routing automation directs customer messages to specific team channels based on intent. You will identify which tools integrate best.
Priscilla NakabuyeSep 16, 202612 min read
Can Local LLMs vs GPT-4 Handle Business Logic?
Automation software
Private AI models offer a viable path for executing intricate business logic without relying on external cloud APIs.
Amit PatelSep 15, 202614 min read
Zendesk Native AI vs AI Agents for Support (2026)
Automation software
Zendesk automation tools and external AI workflows offer distinct advantages for ticket routing and complex logic.
Leah GoldbergSep 15, 202613 min read
AI Grounding: How to Fix Ungrounded Agent Answers
Automation software
Ungrounded AI responses often rely on hallucinations rather than verified facts. Use these strategies to verify model outputs against your own data.
Iben SkovgaardSep 14, 202611 min read
Air-Gapped AI: Deploying Agents with Active Directory
Automation software
Air-gapped AI systems require specific identity management strategies to maintain security. Engineers can select secure authentication protocols.
Bridget Okonjo-HaleSep 14, 202612 min read
Building Business Processes with an AI Workflow Builder
Automation software
Workflow prompts act as non-interactive commands that execute logic without human oversight. Readers can evaluate how to integrate AI into automation.
Nico FernandezSep 14, 202615 min read
LLM Parameter Count Explained: Does Size Matter in 2026?
Automation software
Model parameter counts provide limited insight into reasoning capabilities compared to architectural design and training data quality.
Aisha OkoyeSep 13, 202614 min read