Early access open

Your AI spend is higher
than it needs to be. We prove it — and fix it.

InferOps finds where you're over-paying for AI — wrong model, bloated prompts, wasted output tokens — and shows you how much you'd save in cost and latency before changing anything.

Analysing production AI spend for early access teams

inferops analyze
checkout-assistant·claude-sonnet-4-6·£3,240/mo
├──Input: 2,847 tokens·£820/mo
└──Output:612 tokens·£2,420/mo← 3× more
Recommendation ready
Switch to claude-haiku-4-5 · compress input
Cost £3,240£758 /mo
Latency 1,240ms750ms
−76% cost·−490ms latency

The problem

84%

of AI companies say inference costs are cutting gross margins

3–5×

output tokens cost more than input tokens — most teams only optimise one side

< 1 in 3

teams know which AI features are actually profitable — or whether they need frontier models at all

How it works

01

Connect in 2 minutes

One SDK line. We start seeing your token metadata immediately — input tokens, output tokens, models, latency. We never see prompt content by default.

# pip install inferops
 
from inferops import patch_anthropic
 
# one call at startup — patches globally
patch_anthropic(workspace_key="wk_live_xxxx")
 
# tag calls by feature (recommended)
with inferops.feature("checkout-assistant"):
response = anthropic.messages.create(...)
02

We find the waste — cost and latency, both sides of the call

InferOps analyses your production traffic automatically. Output tokens cost 3–5× more than input tokens. A model switch can cut cost by 80% and response time by 40% simultaneously. We surface everything.

Your checkout assistant costs £3,240/month and responds in 1.2 seconds. With our recommendations: £565/month and 0.7 seconds.
waste analysis
Agents analysed
checkout-assistant£3,240/mo
support-router£890/mo
content-summariser£440/mo
Potential saving−£2,890/mo
Avg latency reduction−38%
03

We prove it works before you touch production

We test the leaner configuration against 200 real examples from your own traffic. You see similarity scores, quality checks, estimated saving, estimated latency improvement. One click to approve. Canary rollout, automatic rollback if anything looks wrong.

Nothing deploys without your explicit approval. You see the evidence first — always.

validation report
Test run · 200 examples
Semantic similarity97.2%
Quality checks passed200 / 200
Cost saving (confirmed)−76%
Latency improvement−490ms

demo

Security

Secure by design,
not by promise.

Security is a trust blocker for every team we talk to. So we built the SDK to never transmit prompt content unless you explicitly say so. Here's exactly what that means.

  • SDK mode: prompt content never leaves your infrastructure
  • We receive metadata only — hashes and token counts
  • Content captured only for specific prompts you explicitly authorise
  • Encrypted with your key, deleted after analysis
  • Self-hosted option for regulated industries
.inferops/security.config
# auto-generated · read-only
prompt_content_storedfalse
data_receivedmetadata_only
content_captureexplicit_opt_in
encryptioncustomer_managed
self_hostedavailable
audit_logenabled
data_residencyeu-west-1
SOC 2 Type II · in progress

Pricing

Intentionally simple.

If we don't save you more than you pay us, you shouldn't renew.

Free
£0/month

See what's happening before you commit to fixing it.

  • Token metadata & spend visibility
  • Input / output cost split
  • Prompt library access
  • Up to 3 features tracked
Request access
GrowthRecommended
£799/month
£7,990/year2 months free

Full dual-track analysis. Cost and latency, both sides of every call.

  • Everything in Free
  • Dual-track efficiency analysis (input + output)
  • Unlimited analysis jobs
  • Canary deployment
  • Automatic rollback
Join the waitlist
Enterprise
Custom

For regulated industries and teams that need full control.

  • Everything in Growth
  • Self-hosted option
  • Dedicated infrastructure
  • SLA guarantee
Contact us

Early access

Get early access + 60 days free on the Growth plan.

We're giving access in batches, prioritising teams with active inference spend. Early access members lock in the founding rate.

No spam. No product announcements until we have something worth showing. Privacy policy.