AI Token Strategy

Your team runs on AI.
We make sure it runs efficiently.

Most teams default to Claude Sonnet or Opus for everything — paying up to 97× more than necessary. We fix that. Precision model selection, zero waste.

Try Ched — Our AI Platform Speak With Us
20+ AI Models in Ched
97× Max Savings vs Claude Opus
6.25% Our Simple Markup
Right model.
Right task. The Only Rule That Matters

The Problem

Claude Sonnet is brilliant. It's also 37× more expensive than it needs to be.

Claude Sonnet and Opus are extraordinary models. But using them to summarize emails, answer FAQs, and process spreadsheets is like hiring a neurosurgeon to take your blood pressure. We fix the mismatch.

01

Defaulting to Claude for everything

Claude Sonnet is $15/1M output tokens. Gemini Flash handles most routine tasks at $0.40/1M. For a team of 50 running 500 messages a day — that's $26,000 in annual overspend on one model choice.

02

Zero visibility

No one knows who's using what model, for which tasks, at what cost. AI spend is invisible until the invoice arrives.

03

Tool sprawl

ChatGPT Plus, Claude Pro, Gemini Advanced — teams paying for six subscriptions when one intelligent platform would suffice.

$75.00
Claude Opus per 1M output tokens
vs.
$0.77
DeepSeek V3 per 1M output tokens
→
97×
Cheaper. Comparable quality for 80% of tasks.

Our Product

Ched — Every AI, one dashboard.

One place for your team to access every major model. Smart routing, usage tracking, and per-seat controls. Deploy across your organization in an afternoon.

Launch Ched →
Claude Sonnet GPT-5 Grok 4 DeepSeek V3 Gemini 2.5 Pro Llama 4 Mistral Large MiniMax M1 Perplexity Sonar DeepSeek R1 o3 +9 more
What Ched does for your team
— Detects the right model for each task and suggests it inline
— Tracks credit usage per user, per model, per day
— Access controls — give teams exactly what they need
— Group rooms for collaborative AI workflows
— Deep model guide to train your employees
— Pay-as-you-go — no bloated enterprise contracts

How It Works

From inefficiency to precision in three steps.

Step One

Spend Audit

We analyze your current AI usage, identify which tasks are being assigned to overpriced models, and quantify the exact savings available.

Step Two

Deploy Ched

Your team gets one intelligent dashboard. We configure the right models for your workflows, set budgets, and train employees on optimal usage.

Step Three

Ongoing Optimization

As models improve and your needs evolve, we continuously tune the configuration — ensuring you're always on the most efficient stack.

Our Services

Consulting that goes beyond the dashboard.

I.

AI Spend Audit

A full analysis of your current AI tooling. We identify waste, map tasks to optimal models, and deliver a concrete savings projection before you commit to anything.

II.

Workflow Engineering

We design AI workflows for your specific business processes — customer service, content, code review, data analysis — choosing the right model for each stage.

III.

Enterprise Ched

Custom Ched deployment for large teams. Private instance, SSO, advanced access controls, usage dashboards, and dedicated support. Built to your specifications.

IV.

Architecture Advisory

For companies building AI-native products. We advise on model selection, cost architecture, prompt engineering strategy, and long-term AI infrastructure.

Ready to begin

You're paying too much
for AI you're underusing.

Let's change that. One conversation with us will show you exactly how much you're leaving on the table.

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