Token Optimization for AI Agents — a Project Idea
AI agents burn budget on bloated context. We have screened 232 papers on token optimization into a ready-made reading list — now let's build and benchmark the best ideas.
Services / AI Strategy & Implementation Plans
Decide in writing, with numbers, before anyone sells you a platform.
Can we implement the plan with a different vendor?
Yes — the plan is yours, written to be implementable by any competent builder. Most clients build the first item with us; the document doesn't require it.
How long does an assessment take?
Typically 1–3 weeks depending on how many workflows and people are involved.
What if the honest answer is 'don't build yet'?
Then that's the report you get, with what to fix first. A readiness firm that always recommends building isn't assessing anything.
Do you work with nonprofits and public-sector teams?
Yes. The assessment format was designed for owner-led and mission-led organizations under 50 people as much as for companies.
AI agents burn budget on bloated context. We have screened 232 papers on token optimization into a ready-made reading list — now let's build and benchmark the best ideas.
A plain-language checklist and toolkit that helps families and small businesses answer: 'Is our smart-camera footage and personal data actually secure — and what is our AI assistant doing with what we tell it?'