Stop overpaying for AI.
Free token audit. No commitment. No pitch. Just data on exactly where your AI budget is leaking and how to fix it. We charge based on what you actually save.
Find out your grade.
15 minutes. No commitment. You will get a letter grade (A to D) and an estimated annual savings figure based on your actual spend.
Which AI models are you running in production?
Select all that apply
Token waste isn't a technical problem.
Nobody in the market owns it. Most companies don't even know how much they're wasting, because the billing is opaque and the tooling is non-existent. We built AI Cost Optimization to fix that.
Bloated prompts
System prompts stuffed with redundant instructions sent on every single call. You're paying for context you don't need.
Wrong model routing
GPT-4 class models answering questions that GPT-3.5 handles perfectly. You're buying a Ferrari to drive to the corner shop.
Redundant context
Entire conversation histories re-sent when only the last few turns matter. Tokens wasted on what the model already knows.
No caching strategy
Identical prompts processed fresh every time. Semantic caching alone can cut 30–50% of API spend overnight.
Unbatched calls
Single-item API calls fired in rapid succession instead of batched. The overhead adds up faster than you think.
"The capability was always there. The economics were always broken. Nobody owned the problem."
This is what wasted money
↓ Scroll to see the optimization
Six phases.
NDA before anything
We request an NDA before you share proprietary prompts or system instructions (the recipe for your AI agents), architecture diagrams (how agents connect to internal databases or APIs), or token logs and sample data (actual input/output logs that may contain customer data or business logic). No exceptions.
Contract and Access
NDA signed first. No prompts, architecture, or usage data without it. Scope document signed. Data handling noted. Access list confirmed.
Workflow Mapping
Map every AI workflow: endpoint, model, calls per month, average input and output tokens, context sources, RAG usage, cache, retry rate, and business value.
Cost Baseline
For each workflow: calls x input tokens x price + calls x output tokens x price + retry cost. Ranked by total monthly spend and cost per successful business outcome.
Seven-Layer Review
Review all seven technical layers: prompts, context, RAG, model routing, caching, batch processing, and agents. Identify waste and projected savings in each.
Opportunity Ranking
Rank all recommendations: quick wins (1 to 3 days, low risk), medium work, and larger changes as a separate scope. Presented as a savings menu with ROI per item.
Client Report
Executive summary, cost picture, workflow map, waste patterns, savings menu, risk analysis, roadmap, implementation estimate, monitoring plan, and follow-on options.
Follow-on Proposal
Platform pilot for the top 2 to 3 recommendations. We tell you exactly which recommendations map to our document intelligence pipeline and governed agent infrastructure.
How much are you overspending?
Based on audits across 20+ AI deployments. Drag the slider to your monthly AI API spend.
The savings are real.
Every engagement starts with a free audit. Most clients see savings within 30 days.
Scaling e-commerce without drowning in overtime
From calendar chaos to coordinated project delivery
Turning production volatility into predictable, lower-waste output
Cutting empty miles and reclaiming margin across a 200-vehicle fleet
45% fewer stockouts and a leaner supply chain across 18 locations
Scaling e-commerce without drowning in overtime
From calendar chaos to coordinated project delivery
Turning production volatility into predictable, lower-waste output
Cutting empty miles and reclaiming margin across a 200-vehicle fleet
45% fewer stockouts and a leaner supply chain across 18 locations
Five levers.
Every AI deployment leaks value through the same failure modes. We know exactly where to look.
The 10-Question Token Audit
The fastest way to know exactly how much you're wasting. 15 minutes in, you'll have a waste profile. Two weeks out, you'll have a plan.
What you get
- Full token waste category breakdown across your stack
- Cost-per-decision baseline, the ROI metric every CFO responds to
- Model routing assessment: are you on the right models for each task?
- Caching opportunity analysis: where semantic caching applies immediately
- Prioritized action plan ranked by savings impact
- Month 1 projected savings figure, in real money, not percentages
ReadytostopoverpayingforAI?
Get your free token audit now, no commitment, no pitch, just data on exactly where your AI budget is leaking and how much you can recover.
Response within 24 hours · No commitment required · Serving clients globally