Automation Opportunity Map
Privately check and compare recurring tasks, then add action blueprints and implementation-readiness checks without an account or hidden score.
See how it works →Company / Free AI and automation tools
Free AI and automation tools
Use practical local tools for workflow discovery, document preparation, data cleaning, AI budgeting, RAG testing and prompt-injection review.
06 / FREE TOOLS
Available now
The five file and AI engineering tools run in your browser without an account, provider call or analytics. The workflow map can optionally hand a result to the project form only when you choose.
PDF and Word to AI-ready Markdown
Convert text-based PDF, DOCX, TXT and Markdown files into clean, inspectable Markdown locally in your browser.
See how it works →CSV Cleaner and Mapper
Clean inconsistent CSV or TSV data, map columns to a target schema and export safer files without uploading customer data.
See how it works →AI Cost Calculator
Estimate monthly and annual token spend with dated model rates, caching, infrastructure and growth assumptions you can inspect and edit.
See how it works →RAG Chunk Tester
Split real source text, ask a representative question and inspect which chunks a deterministic local retriever ranks highest.
See how it works →Prompt Injection Scanner
Inspect untrusted documents, user messages and tool results for suspicious model-directed instructions, exfiltration and tool-misuse patterns.
See how it works →