Blog
Product notes, AI automation, comparisons, and implementation learnings behind the software and services we build.
AI Accessibility Apps: Practical Use Cases Beyond Demos
Practical AI accessibility app ideas for hearing, vision, language, learning, communication and personal autonomy.
AI Automation for Small Businesses: 12 Practical Workflows That Actually Save Time
Practical AI automation workflows for small businesses, from support triage to reporting, with human control and measurable outcomes.
AI for Children with Language and Communication Needs: Safe Product Design Notes
Design notes for safe, privacy-conscious AI tools for children with language, learning or communication needs.
AI Tools for Seniors: Communication, Memory, and Daily Autonomy
Practical AI tool ideas for seniors: communication support, memory prompts, captions, reminders and safer daily routines.
How to Choose the First Business Process to Automate with AI
A practical framework for choosing the first AI automation project without overbuilding or increasing operational risk.
Human-in-the-Loop AI Agents: A Practical Checklist for Companies
Checklist for designing AI agents with review points, logs, escalation paths and clear human responsibility.
Local-First AI Automation: When Company Data Should Stay on Your Machine
How to decide when local-first AI automation is better for sensitive company data, workflows and compliance.
Private Meeting Notes with AI: Summaries Without Losing Control
How to use AI for private meeting notes, summaries and follow-ups while keeping human control and sensitive data boundaries.
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.