Expose the margin leak
Break requests into routine, ambiguous, and high-risk work so premium models stop handling tasks cheaper routes can solve.
ProfitMaxx for production AI teams
99% AI quality. 10% cost.
Frontier-grade outcomes at one-tenth the inference spend.
ProfitMaxx turns high-volume AI workloads into a routing system built to deliver the same customer experience at one-tenth the inference spend.
- Quality
- 99%
- Cost
- 10%
- Savings
- 90%
The 99/10 promise
Stop donating margin to default frontier calls.
If your product calls a frontier model for every request, your AI bill is priced for worst-case work. ProfitMaxx separates routine from high-risk traffic so 90% savings becomes an operating target, not a vague optimization idea.
How it works
Move every request to the cheapest route that can win.
Prove 99% quality
Test routed model mixes, checks, retries, and fallbacks against your real quality bar until the customer-visible output holds.
Cut cost to 10%
Leave with the traffic split, escalation policy, and rollout path designed to turn inference spend into gross margin.
The promise
99% frontier-model quality at 10% of the inference cost.
We benchmark your workload against a routed model mix designed to preserve the answers customers notice and strip cost from the requests they do not.
- Baseline current frontier cost and quality by task type.
- Identify routine prompts that can leave premium paths.
- Keep frontier fallback for edge cases, escalations, and risk.
- Model the route mix needed to hit the 90% savings target.
Where it pays
Best fit for AI bills large enough that 90% savings changes margin.
Support and service
Cut the cost of summaries, triage, reply drafts, and account-history work without dulling the customer experience.
Internal operations
Move repeatable workflows to lower-cost routes while keeping escalation rules for anything sensitive or unusual.
Product copilots
Keep premium user moments sharp and stop spending frontier-model money on routine product interactions.
Strong fit
- $10k+ monthly AI spend or 100k+ monthly AI requests.
- Your users care about quality, but most traffic is repetitive.
- A 90% cost reduction would change product or support margin.
- You can provide examples of good outputs and failure cases.
What you send us
- Current model stack, usage, and monthly inference spend.
- Representative task categories, prompts, or tickets.
- Where 99% quality is enough and where 100% must escalate.
- The workflow where 10% cost would matter most.
Buyer questions
What qualified teams ask first.
What is ProfitMaxx?
ProfitMaxx is an AI routing and benchmark service built to deliver 99% frontier-model quality at 10% of the inference cost for qualified production workloads.
Who is it for?
It is for B2B teams with repeatable AI workloads in support, operations, internal tools, analytics, or product copilots where a 90% cost reduction would materially improve margin.
Does it replace our existing model stack?
No. We prove the 99/10 route against your current workload first, then define what should move, what should fall back, and what should stay on frontier models.
What does the benchmark review evaluate?
Whether your real workload can hit the 99/10 target, including model stack, volume, spend, quality bar, latency tolerance, fallback needs, and route-level savings.
Get the 99/10 review
See if your workload can run at 10% of today's cost.
Share the spend, volume, and workflow context behind your AI bill. If the 90% savings opportunity is real, we will move fast on the benchmark path.
Best fit: meaningful AI spend, repeatable workloads, and a team that can judge 99% frontier-model quality.