New · priced on what you save, not what you send

One API key. Every dollar of AI compute, governed.

Bidloom is the FinOps proxy your AI platform team actually wants. Route, govern, and audit every token across OpenAI, Anthropic, AWS Bedrock, Google Vertex, and spot GPU providers — and we bill on a small platform fee plus a share of the savings we deliver, so incentives stay aligned with you.

Book an integration call See your savings
  • Drop-in OpenAI/Anthropic-compatible endpoint
  • Per-developer, per-project, per-env budgets
  • Hard-stop throttling at 80/95/100%
  • Audit-grade financial telemetry per request
Bidloom · live routingSaving 38%
OpenAI-38%
Bedrock-52%
Together-64%
  • summarize-engpt-4o-mini · cascade$0.21 of $0.84
  • eval-agent-7claude-haiku · cascaded$0.07 of $0.31
  • code-searchvertex-bison · failover$0.04 of $0.18
Where we sit30–60%

Savings band competitors underserve. Portkey, Helicone, OpenRouter, and LiteLLM leave this on the table; we price on realizing it.

Who it's for1–50 engineers

AI platform teams spending $1K–$50K / month on LLM and GPU inference. Too big for flat-rate FinOps, too small for enterprise procurement.

How we billFee + 12%

$199 platform fee plus a percentage of realized savings. Zero on volume we didn't actually route cheaper. Aligned incentives, end to end.

Smart Routing Engine

One proxy, five providers — the cheap lane wins every time.

The engine continuously compares latency and unit priceacross every upstream, cascades non-critical jobs to smaller models on the same provider, and fails over automatically when a rate limit or latency threshold breaks. Your code keeps calling one endpoint.

  • Latency-aware. Continuously compared across all upstreams, every request.
  • Cascade by prompt class. Summarization, eval traffic, and bulk tagging drop to cheaper tiers automatically.
  • Auto-failover. 429s and stalled requests route to the next viable provider in under 200ms.
Upstreams in playLive
O

OpenAI

healthy · 24ms p50

A

Anthropic

healthy · 24ms p50

B

AWS Bedrock

healthy · 24ms p50

V

Vertex AI

healthy · 24ms p50

R

RunPod

healthy · 24ms p50

T

Together.ai

healthy · 24ms p50

Routing decision

24 ms

Savings recorded

$182 / hr

Failovers (24h)

0

Governance · Anomaly Radar

The spend controls your CFO wanted — built in.

Real-time anomaly detection stops token spikes, infinite agent loops, and misconfigured keys the instant they hit. Governance sits on top with per-developer, per-project, and per-environment budgets that hard-stop at 80%, 95%, and 100%.

Per-scope budgets with hard throttling

Set monthly spend, request rate, or token ceilings per developer, per project, per environment — and route the stop condition back to the caller as a typed 429.

Project · ghost-runner-staging$7,260 of $9,000
80% warn
95% slow
100% stop

80%

Notify + soft-cap non-critical traffic

95%

Shift cascade tier to smallest viable model

100%

Hard-stop, return typed 429 with reason

Cost Anomaly Radar

Catches what budgets can't.

Token spike · eval-agent-7

17,402 min spent in 90s vs 4,000 baseline. Loop suspected.

New API key · staging

Key with no recent activity routed to top-tier model in 14 calls.

Cascade drift

Class 'summarize-en' ran on GPT-4o 8% of the time this hour.

Alerts fire on the call that triggers them — webhook, Slack, or PagerDuty, with the trace attached.

Savings & ROI portal

Every routing decision translated to a dollar figure.

Each request logs the model, prompt class, and price tier we replaced. The portal rolls that baseline against your native spend nightly, so finance sees realized savings — not hypotheses.

Move the slider; we'll show what Bidloom clears at your current volume before our fee.

ROI estimator

What you keep, after Bidloom

Floor 30% / ceiling 60%
$8,000
$1,000$50,000
Realized routing savings$2,74334.3% vs. baseline native spend
Annual savings$32,916Run-rate
Bidloom fee$528$199 platform + 12% of savings
Net to you / month$2,215Savings minus Bidloom fee

Illustrative — every routing decision is logged with the model, prompt class, and price tier it replaced, so your finance team can audit the number end-to-end.

FAQ

The questions platform teams ask first.

Anything we haven't covered, email bidloom-bzwo2i@polsia.app.

A small platform fee ($199/mo) plus 12% of realized savings. Realized savings = the dollar difference between what Bidloom actually routed this request for and the price your code would have paid on your prior baseline provider at the same model and prompt class. Every line item is broken out in the ROI portal so finance can audit it, and we can't claim savings we can't log against a baseline call.

Pricing on what we save you

Start with one team. See the savings in your first invoice.

Bidloom ships as a single OpenAI/Anthropic-compatible endpoint. Most teams go from install to first routed savings in under a day.

Talk to the team Model your savings

Questions or an integration brief? Email bidloom-bzwo2i@polsia.app — we read every one.