Local guard classifies scope, specificity, employee rights, and model access before official AI usage is routed.
Self-hosted AI control for company networks
TokenTally Token optimization & enterprise AI governance, on your own servers
The local AI control plane for companies that need token optimization, AI cost control, employee model permissions, network enforcement, and subscription-ready on-premise deployment.
Windows and Linux installers
Local PostgreSQL
DNS, proxy, MDM handoff
Introducing
One local gateway for every official AI request
TokenTally checks the prompt, routes only managed AI, and measures token cost and policy decisions — all inside the customer installation, with nothing sent to a vendor dashboard.
DNS, proxy, plugins, gateway API, and endpoint settings send official company flows through TokenTally.
Token usage, model prices, quotas, slowdown rules, and audit history stay inside the customer installation.
100%Customer prompts stay out of the subscription platform
4Access paths: portal, API, browser plugin, IDE plugin
DBInstallers create and run local PostgreSQL automatically
24/7Budget, token, and policy enforcement on the local gateway
Platform
See company AI usage, permissions, budgets, and network controls in one local system
TokenTally is built for companies that want AI economy without sending employee data to a vendor dashboard.
Governance dashboard
Live
FinanceInvoice analysis, variance reportsGPT-4o mini
EngineeringCode review, documentation, internal toolsOllama + API
HRPolicy summaries only, sensitive terms blockedLocal guard
Capabilities
Token optimization, AI budget control, and model access in one gateway
Token optimization
Clarify vague prompts, cap oversized responses, and route work to the right model to cut wasted AI tokens.
AI budget control
Weekly, monthly, and custom AI spend limits with hard cutoffs, slowdown rules, and threshold alerts.
Model & API access
Assign approved models and APIs by department and employee, with local keys kept in an encrypted vault.
Network enforcement
DNS, proxy/PAC, firewall, DHCP, VPN, and MDM handoff route official AI through the local gateway.
Built for every stakeholder
One AI economy platform for owners, admins, departments, and employees
Sell subscriptions without seeing customer prompts
Manage company subscriptions, license status, installation requests, and download access from a separate owner platform.
Control models, budgets, policies, and network access
Add approved AI APIs, assign models to departments, import employees, set budgets, and review audit history locally.
Give teams the AI tools they are allowed to use
Finance, HR, engineering, legal, and operations can each get model access scoped to their authorized tasks.
Prompt through a local portal and get guided when vague
If a request is too broad, TokenTally asks clarification questions before a local model response is generated.
Architecture
A single appliance: local model, policy engine, budget ledger, and audit trail
Works with existing AI workflows
Route the tools employees already use through the gateway
Use the local portal, OpenAI-compatible API gateway, browser plugin, IDE plugin, DNS artifacts, firewall guidance, and endpoint handoff to apply policy to official company AI usage across Wi-Fi, Ethernet, and VPN users.
Local OpenAI-compatible API
Qwen3 local model
Ollama
Browser plugin
VS Code plugin
Managed route lists
Proxy PAC
MDM handoff
Worldwide self-hosted rollout
Deploy TokenTally for company AI governance in the US, Europe, Canada, Morocco, and global remote teams
Each customer runs its own installation on company-controlled servers. Billing and license management stay separate from prompts, responses, employee data, usage logs, policies, and API keys.
Route official company AI traffic through the local gateway using DNS, firewall, proxy, DHCP, MDM, and endpoint handoff parameters.
Simple installers prepare dependencies, local services, and the database for company-managed infrastructure.
Focused pages answer buyer questions for AI economy, token control, AI spend management, and local AI governance.
Search topics
Guides for companies researching token optimization, AI economy, and token control
Guide
Token Optimization Platform
How companies reduce wasted AI tokens and route prompts to the right model.
Guide AI Budget ControlHow enterprises enforce weekly, monthly, and custom AI budgets locally.
Guide Enterprise AI GovernanceHow companies govern official AI usage across employees, devices, models, and APIs.
Guide AI Cost Control SoftwareHow to manage AI spend, budgets, limits, and model pricing locally.
Guide Token Control For EmployeesHow departments and employees get approved AI access with token limits.
Guide AI Economy For CompaniesHow an on-premise gateway keeps company AI usage efficient and governed.
Direct answers
AI cost and token control FAQ
What is token optimization for company AI usage?
Token optimization reduces unnecessary AI tokens by clarifying vague prompts, routing work to the right model, limiting oversized responses, and tracking token costs before requests leave the company gateway.
What is AI cost control software?
AI cost control software helps companies measure AI model usage, calculate token spend, enforce budgets, restrict expensive models, and stop direct unapproved AI usage from employee devices.
How does TokenTally control tokens?
TokenTally counts estimated input and output tokens, prices requests by configured model rates, blocks out-of-policy prompts, asks for clarification when prompts are vague, and applies hard or slowdown budgets locally.
Does TokenTally send company prompts to its subscription platform?
No. The subscription platform tracks billing and installation status only. Customer prompts, responses, employee data, usage logs, policies, and API keys stay on the customer's local servers.
How it works
Live in one server install, then extend enforcement to every employee device
Start trial and unlock
After trial activation, the customer receives a private Windows installer, Linux installer, customer-specific license text file, and structured PDF guide.
Install locally
The installer runs with administrator approval, installs dependencies, starts the local gateway service, and applies the ready local preset.
Enforce access
The installer gives admins a DNS, firewall, DHCP, MDM, VPN, and endpoint-management handoff for routing official company AI through TokenTally.
Installation guide is private.
The PDF guide, installers, and customer-specific license text file are unlocked through trial activation, a paid subscription, or scheduled installation service.
Pricing
Subscription plans with a one-month free trial
All prices are in USD and do not include taxes. Applicable taxes are added at checkout — they are not already included in, or deducted from, the amounts shown below.
Starter
$199/mo billed monthly · taxes not includedOne-month free trial, then up to 50 employees, one gateway node, click-through Windows and Linux installers.
Business
$499/mo billed monthly · taxes not includedOne-month free trial, then up to 250 employees, two gateway nodes, plugins, network artifacts, admin support.
Enterprise
Custom Owner-delivered setup after inquiryMulti-site rollout, installation service, training, and custom licensing terms. The setup package is delivered personally by the owner after your inquiry is reviewed — no direct download.
One-month free trial
Start a trial and unlock simple installer downloads
Installation & training service
Prefer a managed rollout? Request installation and training
Partners
Join the affiliate program
Earn 20% of every referred customer's payments for up to 12 months (or until they cancel). Sign up and get your referral link instantly — customers who arrive through your link are billed from day one, with no free trial.
Activate self-install access now
Start a free trial to unlock the installers, license, and PDF guide — or request a managed installation and training rollout.