Blog
Product notes, AI automation, comparisons, and implementation learnings behind the software and services we build.
How to Make a Product Website Useful for AI Agents and LLM Search
A practical guide to making product websites understandable for AI agents, LLM search, Google, and human buyers.
Text Translation vs Live Speech Translation on Windows: Which Tool Fits Your Workflow?
Compare text translation and live speech translation on Windows, and when Iria or Aurora Subtitles fits better.
Vision Accessibility with AI: OCR, Scene Description, and Desktop Workflows
How AI can support low-vision and vision accessibility workflows through OCR, reading assistance and local desktop tools.
Agent Workflow Architecture for Business Processes
A practical architecture for AI agent workflows: triggers, tools, state, permissions, logs, review queues, and fallback paths.
AI Agent Governance: Logs, Permissions, and Human Checkpoints
Useful AI agents need governance: clear permissions, audit logs, review queues, escalation paths, and human checkpoints where risk matters.
AI Agents in Business Processes: Keep Humans in Control
AI agents can coordinate business workflows, but useful automation needs human checkpoints, auditability, and clear boundaries before autonomy.
AI Automation Data Readiness: Fix the Inputs Before the Agent
AI automation depends on clean inputs, clear sources of truth, access rules, and operational context. Fix those before blaming the model.
AI Automation Decision Matrix: Automate, Assist, or Leave Manual?
A practical decision matrix for choosing whether a business process should be automated, AI-assisted, or left manual for now.
AI Automation ROI Without Hype: Measure Friction Removed
A practical way to evaluate AI automation ROI by measuring manual steps removed, context switches avoided, error reduction, and time saved.
AI Process Automation Readiness: What Companies Should Fix Before Adding Agents
A practical checklist for companies preparing for AI process automation: map workflows, clean data, define human control, and avoid automating chaos.
Build vs Buy for AI Agents and Internal Tools
A practical framework for deciding when to buy AI automation tools, when to build internal workflows, and when to start with a small hybrid system.
Process Mapping Before AI Automation: A Worked Example
Map a process before adding AI: follow an equipment request through owners, handoffs and exceptions, then copy the worksheet to scope your own workflow.