AI TokenScope — The autonomous governance agent for Claude — Audit. Enforce. Report. No manual work.
Your team uses Claude.
TokenScope is the agent that governs it.
TokenScope runs autonomously — auditing every prompt, enforcing every budget, detecting every anomaly. No manual audit. No invoice surprises. No compliance gaps. It does the governance work so your team doesn't have to.
Monthly Spend
$1,847
+12% vs last month
Prompts Today
2,341
Across 3 projects
Budget Used
61%
$3k of $5k
Out-of-Scope
4.2%
↓ from 9% last week
What changes the moment TokenScope is running
100%
Of prompts visible — not just the ones that go wrong
Zero
Invoice surprises — budgets enforced before the spend
~90%
Cost reduction possible via intelligent prompt caching
One click
Quarterly AI investment report — no prep work
See TokenScope in action
Watch how a VP of Engineering gets full visibility into team AI usage, enforces budgets, and audits every prompt — in under 90 seconds.
No signup required to watch — or try the live interactive demo
Three problems every executive faces
the moment their team adopts AI.
You can't see what your team is doing. You can't control what it costs. And you can't explain any of it to your board. TokenScope solves all three — automatically, from day one.
Right now, you have no idea what your team is sending.
Every day your team sends hundreds of prompts to Claude — about your clients, your strategy, your code. Without TokenScope, you see none of it. You find out something went wrong only after it already has.
- Every request logged, classified, and scored for relevance to actual work
- Sensitive data and PII detected before it leaves your organisation
- Full audit trail — searchable, exportable, always ready for compliance review
- Surface the 5% of usage that needs attention, without reading everything
By the time the invoice arrives, the damage is already done.
AI costs scale fast and without warning. The only way to prevent overruns is to stop them before they happen — at the moment the request is made, not when you reconcile the bill three weeks later.
- Hard spending limits per person, project, department, and company
- Requests blocked automatically the moment a budget is hit — not after
- Developers work through TokenScope — your real API key is never shared or exposed
- Remove access for any team member in seconds, without disrupting anyone else
The board will ask what you're getting from AI. Do you have an answer?
Every leadership team faces this question. TokenScope gives you the answer before anyone asks — spend by team, output by project, ROI trend over time. No weekend data pulls. No guessing.
- Quarterly AI investment report generated automatically — one click to share
- Cost breakdown by team, cost centre, and project — always current
- Anomalies and policy breaches surface to you before they escalate
- Trend analysis showing whether AI spend is actually improving output
The same problem looks different
depending on where you sit.
TokenScope speaks to every stakeholder — because uncontrolled AI spend is a business problem, a financial problem, and an operational problem all at once.
You're accountable for AI spend you can't see.
Your team adopted Claude fast. Now you have a monthly bill, no breakdown, and no way to know if it's driving results or burning budget. TokenScope gives you the visibility you need to answer that question — and act on it.
- Know exactly what AI costs — by team, project, and person
- See whether usage is on-scope or off-task, scored automatically
- Get a board-ready AI investment report without preparing one
- Be the first to know when something goes wrong — not the last
The AI invoice surprises you every month. It doesn't have to.
AI spend has no natural ceiling. Usage grows, costs scale, and by the time you see the statement the damage is done. TokenScope enforces budgets in real time — the request is blocked the moment a limit is hit, not after you reconcile.
- Hard monthly limits by department, project, and individual
- Overages prevented automatically — not flagged after the fact
- CSV export ready for ERP, chargeback, and cost allocation
- Forecast end-of-month spend based on current run rate
Your real API key should never be in a developer's hands.
Most companies share one API key with every developer. If someone leaves, or a key leaks, the exposure is total. TokenScope means developers never see the real key — they connect through their own scoped access, which you control and can revoke instantly.
- Developers never handle or see the real Anthropic API key
- Individual access per team member — scoped to their role and project
- Revoke any person's access in seconds without touching anything else
- Works across global teams — different rules, budgets, and permissions by region
Most teams adopt AI in a week. The problems show up in month three.
Usage grows fast. Costs follow. And by the time someone raises a concern, the spend has already happened, the data has already left, and nobody has a record of any of it.
- ✕Monthly Anthropic bill arrives — no idea which team spent what
- ✕Developers using Claude for personal tasks on company tokens
- ✕No way to know if AI is actually improving team output
- ✕Can't enforce budgets until the overage already happened
- ✕Board asks "What are we getting from AI?" — you have no answer
- ✕Knowledge shared in Slack, forgotten in a week
- The agent reports spend by team, project, and person — live
- The agent classifies every prompt — on-scope or flagged, instantly
- The agent scores relevance so you know which projects deliver output
- The agent blocks budget overages before the spend, not after
- The agent generates your quarterly AI investment report — one click
- The agent caches approved prompts and reuses them — up to 90% savings
Nine questions executives can't answer — until they have TokenScope.
If any of these questions make you pause, your team is running AI without the oversight it needs.
Is AI actually doing work — or just keeping people busy?
Most executives assume their team uses AI productively. TokenScope scores every request for relevance to real work — so you know, for the first time, whether the investment is delivering output.
Who approved that overage — and why didn't anyone stop it?
Without spending limits, AI costs grow unchecked. TokenScope stops the request the moment any budget is hit — per person, per project, per department, per company. No overage. No conversation.
What are we actually getting from AI this quarter?
The board will ask. TokenScope generates the answer automatically — spend by team, ROI by project, cost trend over time. You share a report that was ready before anyone asked.
Why does every developer solve the same problem from scratch?
Your best people build great prompts. Then they disappear into chat history. TokenScope stores approved prompts centrally and reuses them automatically — institutional knowledge that compounds instead of resets.
What if someone sent a client contract to Claude — and you never knew?
It happens in every company that runs AI without oversight. TokenScope scans every prompt for sensitive data before it leaves your environment and stops it automatically — not after the fact.
The policy exists. Is anyone actually following it?
An AI usage policy written in a document enforces nothing. TokenScope enforces it on every single request — relevance thresholds, spending limits, model restrictions, off-topic blocks — automatically, without anyone checking.
A developer left last month. Does he still have access?
Most teams share one API key across everyone. When someone leaves, the key stays live. TokenScope gives every person individual access scoped to their role — revoked in seconds without touching anyone else.
You need an answer now. How long does it take to get one?
Ask in plain English. "Which project is over budget?" "Who had the most blocked prompts this month?" TokenScope answers instantly — no analyst, no spreadsheet, no waiting.
If a compliance question arrives tomorrow, are you ready?
Every prompt, every token, every policy decision — logged, searchable, and exportable. A compliance review that used to take days of manual work takes minutes. The audit trail is always ready.
What teams say when the agent does the work.
After the first month, no one wants to go back to manual.
“We used to reconcile the Anthropic invoice manually every month. Now the agent handles it — we get a cost breakdown by team before the invoice even arrives.”
Sarah K.
CFO, SaaS company · 35 employees
“Our developers were using company API keys for personal projects. The agent caught it in the first week and blocked it automatically. We didn't have to do anything.”
Marcus R.
CTO, Digital agency · 12 devs
“The board asks 'What are we getting from AI?' The agent generates the quarterly report automatically. I just share it. That alone is worth the subscription.”
Priya P.
CEO, Consulting firm · 60 staff
You're in control by end of day. Your team notices nothing changed.
Setup takes under 5 minutes. Your developers connect in 30 seconds. From that moment, every AI interaction is governed — without anyone changing how they work.
Configure the agent in 2 minutes
Create your workspace, add your projects, set budgets and policies for each team. You're telling the agent what to enforce — no technical knowledge needed.
Download the launcher — one command
Download tokenscope.exe and run tokenscope install. From then on, just type tokenscope in any terminal. Authentication, routing, and session management happen automatically.
Insights start flowing immediately
Every Claude call is automatically classified, costed, and logged. Open your dashboard and you'll see what's happening across your whole team in real time.
Your developers need 30 seconds. Not a sprint.
Download the TokenScope launcher, run one install command, and type tokenscope to start. Authentication, proxy routing, and session caching are handled automatically — nothing to configure.
- Works with Claude Code out of the box
- No env vars, no config files, no code changes
- Browser login — Google, Microsoft, or email
- Session cached 5 days — seamless daily use
# Step 1 — install once
tokenscope.exe install
→ added to PATH automatically
# Step 2 — start any Claude session
tokenscope
→ browser opens for sign-in
→ Claude Code launches governed
100%
Prompts classified
< 5ms
Added latency
Real-time
Budget enforced
Every call
Audit log
Your team is using Claude right now.
The agent should be watching.
Deploy your governance agent in under 5 minutes. Free plan forever. No credit card. No code changes for your developers.