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.
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%.
Data-driven cost optimization that pays for itself within the first month.
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.
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.
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.
Real-time cost attribution, usage dashboards, and monthly optimization reports. Know exactly what you are spending, where, and whether it is delivering value.
AI Spend Audit
Current spend analysis, waste identification, optimization recommendations
Accessible, fixed-scope engagements designed for fast ROI
Every engagement is tailored. Here is how we typically work together.
Full-service delivery. Your team stays focused on the business while we design, build, and deploy your AI solution end to end.
Embedded expertise. We work alongside your team, transferring knowledge and capability so you own the outcome and build internal AI fluency.
Actual 3-year AI TCO vs vendor quotes (2024-26 research)
Through smart routing, caching, and optimization
Cost reduction from semantic caching alone
10.3x for top-performing implementations
Finance, Procurement, IT
We cut your AI costs 40-60% through smart routing, caching, and gateway optimization.
All company sizes
Accessible, fixed-scope engagements designed for fast ROI
Typical Investment
100-1,000 employees
Investment scaled to your goals, with typical returns of 3-5x
Typical Investment
1,000+ employees
Custom-scoped to your organization's specific needs and scale
Typical Investment
We cut your AI costs 40-60% through smart routing, caching, and gateway optimization.