Prompts
We refactor prompts and break complex queries into smaller, token-efficient steps.
What we optimize
Token costs scale with usage, and usage is growing faster than most budgets planned for. We deliver an independent diagnostic, then rework how your applications use AI so each task consumes only what it needs.
Applications and agents
We rework how applications and agents call models, so each call does only the work it needs to.
Model selection
We right-size model choice so routine work stops defaulting to the most expensive frontier models.
Monitoring
Monthly monitoring keeps consumption in line as usage grows.
How an engagement runs
Share invoices and a sample app
AI and LLM invoices, plus access to a sample application.
Two-week diagnostic
Prompts, application design and model selection.
Implement and monitor
60 to 90 days to implement, then monthly monitoring.
DEAL IQ ON AI SPEND
Lower cost per task, same output.
For one client, a refactored architecture cut monthly token spend from $15K to $1.3K, while coverage expanded from 54 tracked stocks to a 1,500-stock universe.
No change of model provider. No savings, no fee.
RECENT AI RESULTS
91%SAVEDMonthly token spend cut from $15K to $1.3KBiotech-focused hedge fund
Frequently asked questions
Do we have to change model providers?
No. Savings come from how the models are used, not from switching providers.
What do you need from us?
AI and LLM invoices and access to a sample application.
How long does it take?
A two-week diagnostic, then 60 to 90 days to implement, followed by monthly monitoring.
What does it cover?
Applications, agents and copilots that consume AI and LLM tokens.
What does it cost?
No savings, no fee.
DEAL IQ IN NUMBERS
$20B+contract value negotiated
3,000+negotiations
100Net Promoter Score
4.7/5client rating for delivering savings
$0fee if there are no savings
NPS and rating from independent client research by Plural Strategy Group, 2026.What our clients say →