Tokenade for every team that works with an AI agent
What an AI agent costs, and where the tokens go, depends on the work you hand it. Pick your field: each page starts from the problems people in it actually report.
Software teams
Software is where AI agents work hardest, and where most of their tokens go to logs, file reads and tool results. Tokenade trims those on the computer where you work.
Indie developers & freelancers
When you pay for your AI agent yourself, every limit message costs you billable time. Tokenade trims what the agent reads so the same plan lasts longer.
CTOs & engineering managers
Spend caps stop the work; budgets alone do not lower the cost of a turn. Tokenade trims what each developer's AI agent reads, locally, across the agents your team already uses.
Web & AI-automation agencies
Agencies spread one AI agent plan over many client projects, and MCP servers for n8n or CMSs fill the context fast. Tokenade folds those results on your machine and masks the keys it recognises.
Infrastructure & security
Infrastructure and security work runs through the terminal. That makes it the noisiest and most secret-laden work an AI agent can do.
DevOps & SRE
Your AI agent reads plans, pod logs and CI output all day. Tokenade folds that output on your computer, keeps the line that matters, and masks credentials it recognises.
Secrets & .env
Deny rules stop the agent opening .env. They do not stop a grep, a stack trace or a debug log from printing the key. Tokenade masks the credentials it recognises in that output, before the agent reads it.
Pentest & SOC
In an authorized engagement or a triage shift, your AI agent reads scan results and logs far longer than anything it writes. Tokenade folds that output on your computer and masks the credentials it recognises.
Data & research
Researchers, data scientists, bioinformaticians and UX researchers feed their AI agents files, not prompts. That is where the context and the usage limit go.
Researchers & PhD students
For researchers and PhD students who run literature reviews with an AI agent: papers become compact text before they reach the model, so the session and the quota last longer.
Data scientists
For data scientists and analytics engineers who work with an AI agent: notebooks, CSVs and query output reach the model compacted, with the complete data kept on your computer.
Document work
For people who work their documents with an AI agent on their own computer. Tokenade turns PDFs, Office files, exports and web pages into compact text before the agent reads them.
Finance & accounting
For analysts who run Claude Code, Codex or Cursor on filings, PDFs and workbooks: the agent reads compact text instead of raw pages and rows, so the limit lasts longer.
Lawyers & legal teams
For lawyers and legal teams who run Claude Code, Codex or Cursor on a matter folder: the agent reads compact text, reduced on your computer before anything is sent.