AI Spend Analysis
We analyze every AI tool, API, and subscription to identify waste. The typical audit reveals 40-60% in potential savings from duplicate subscriptions and over-provisioned models.
AI Cost Intelligence
Most companies have no idea what they are spending on AI. We cut costs 40-60% through smart routing, caching, and gateway optimization.
Semantic caching alone can reduce costs up to 68.8%.
What AI Cost Intelligence Is
AI Cost Intelligence is CoFabrix's service for reducing AI spend without sacrificing capability. It cuts costs through AI gateway setup, semantic caching, and model routing, typically lowering AI bills by 40 to 60 percent.
Why Choose CoFabrix
Data-driven cost optimization that pays for itself within the first month.
Smart Model Routing
Automatic routing to the most cost-effective model for each query. Stop using GPT-4 for tasks where GPT-3.5 delivers identical results at a fraction of the cost.
Semantic Caching
Cache AI responses for semantically similar queries, reducing redundant API calls by up to 68.8%. Unlike exact-match caching, it understands meaning, not just keywords.
Usage Analytics
Real-time cost attribution, usage dashboards, and monthly optimization reports. Know exactly what you are spending, where, and whether it is delivering value.
What's Included
AI Spend Audit
Includes:
Current spend analysis, waste identification, optimization recommendations
Delivery:1-2 weeks
Typical Investment
Accessible, fixed-scope engagements designed for fast ROI
How We Work
Two Ways to Engage
Every engagement is tailored. Here is how we typically work together.
- Implementation
We build it for you
Full-service delivery. Your team stays focused on the business while we design, build, and deploy your AI solution end to end.
- Mentor
We guide your team's growth
Embedded expertise. We work alongside your team, transferring knowledge and capability so you own the outcome and build internal AI fluency.
Our Methodology: Crawl-Walk-Run
Crawl30-90 days
Walk3-6 months
Run6-18 months
Outcomes & Results
3-5x
TCO Multiplier
Actual 3-year AI TCO vs vendor quotes (2024-26 research)
40-60%
Typical Cost Reduction
Through smart routing, caching, and optimization
68.8%
Semantic Cache Savings
Cost reduction from semantic caching alone
3.7x
Average AI ROI
10.3x for top-performing implementations
Who This Is For
Best For
Finance, Procurement, IT
We cut your AI costs 40-60% through smart routing, caching, and gateway optimization.
Investment
Small Business
All company sizes
Accessible, fixed-scope engagements designed for fast ROI
Typical Investment
Mid-Market
100-1,000 employees
Investment scaled to your goals, with typical returns of 3-5x
Typical Investment
Enterprise
1,000+ employees
Custom-scoped to your organization's specific needs and scale
Typical Investment
Frequently Asked Questions
Get Your Free AI Spend Analysis
We cut your AI costs 40-60% through smart routing, caching, and gateway optimization.