AIHow AI Works

Tool tag: Privacy

AI for Survey Analysis: Coding Open-Ended Responses

A defensible method for coding open-ended survey responses with AI: codebook, fixed-schema classification, and the agreement check most guides skip.

AI Medical Scribes: How Ambient Documentation Works

How ambient clinical documentation works, what the evidence actually shows, where it fails, and the HIPAA rule that decides which tools you can lawfully use.

AI for Contract Review: Tools & Confidentiality

Extract clauses, flag risk, compare against a playbook — and answer the question every vendor page skips: may you paste this contract in at all?

AI for Customer Support: Deflection & Agent Assist

Answer support questions with an LLM grounded in your own docs — containment rate, the refusal path, and why agent assist ships before self-service.

AI for Support Ticket Triage: Classify & Route

Classify and route support tickets with an LLM — confidence thresholds, a human escalation path, and the eval set that tells you if it actually works.

AI for Meeting Notes: Transcripts to Action Items

Turn meetings into notes people trust — diarization, extracting decisions and owners, the consent rules, and why hallucinated action items are the real risk.

ZeroClaw

Open-source AI personal assistant infrastructure written in Rust. A single small binary that swaps LLM providers, channels, and tools, and runs anywhere.

OpenClaw

Open-source personal AI assistant framework for privacy-first, self-hosted deployment. Enables autonomous task execution using local LLMs and tools.

Ollama

Run powerful open-weight AI models locally with one command. Provides OpenAI-compatible APIs and GPU acceleration for Apple Silicon and Linux hardware.

LM Studio

Premier desktop app for running open-weight AI models locally with a beautiful GUI, OpenAI-compatible local APIs, and full GPU acceleration on Apple Silicon.