Stop parsing chat. Start deciding.

Bluusun builds AI, finance, and robotics systems. Our Decision API is live today: send evidence, get back a decision with real probabilities — for half a cent.

Three companies, one standard

Every Bluusun division ships systems that work in production — not demos.

Bluusun AI

Calibrated decision intelligence. Our Decision API turns evidence into probabilities — no free text, no surprises.

Explore the API →

Bluusun Quantitative Finance

Systematic strategies and risk analytics, researched and operated in-house.

Bluusun Robotics

Autonomous systems for construction and industry, tested where they work.

Bluusun Decision API

Your code cannot branch on a paragraph. Chat models talk; the Decision API decides. Send evidence, a criterion, and options — get back a decision with calibrated probabilities as strict JSON. Every time, in about a second.

Built for code, not conversation

A chat model answers in sentences. Your software then has to parse them, validate them, and hope they stay on script. The Decision API skips all of that: it scores your options directly and returns your own option ids with probabilities that sum to 1. Nothing to parse, nothing to repair.

Hostile or messy text in your evidence can only shift weight between your options. It cannot change the output format or leak anything — there is no free text to hijack. There is only the decision.

Confidence you can act on

When the API says 90%, it is right about nine times out of ten. That turns "the AI thinks maybe" into rules you can ship: approve automatically above 0.9, send the rest to a human. Most models can be right 95% of the time yet never tell you about the other 5%. This one tells you on every call.

POST /api/v1/decide — native endpoint.
POST /api/v1/chat/completions — OpenAI-compatible drop-in. Every response reports tokens used. You pay a flat $0.005 per decision from prepaid credit. No subscription.

Injection-proof

Paste anything in — attacks, gibberish, injections. The worst they can do is shift the odds between your options. The answer is always your decision as JSON.

No surprise bills

Every decision costs $0.005, period. Oversize requests are rejected free of charge — never billed extra.

Keys you control

Create, rotate, and revoke API keys from your dashboard.

Prepaid, no subscription

Top up with Stripe. Credits never expire.

What it is for

Classify and route

Tickets, applications, content — anywhere brittle hand-written rules break.

Approve or flag

Refunds, claims, reviews — auto-approve the clear cases, escalate the rest.

Score and rank

Leads, candidates, risk — thousands of cases, one consistent judge.

Check AI output

Verify other models' answers before your users see them.

Quickstart

curl https://www.bluusun.com/api/v1/decide \
  -H "Authorization: Bearer bsu_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "evidence": "Q3 revenue beat by 12%, churn at an all-time low.",
    "criterion": "Should we expand the sales team?",
    "options": ["Expand now", "Hold steady", "Cut back"]
  }'

Sign up for a key, then manage keys, logs, and billing in the dashboard.

0.96 BALANCED ACCURACY · RETAKEN IN-HOUSE

Measured, not marketed

We ran the open openjev benchmark ourselves — all 144 decisions, scored with its own evaluator. Here is the number.

0.96
Bluusun Decision API — balanced accuracy
0.883
Published Jev (TypeSafe) score, comparable fixtures
0.813
Best published open baseline, same fixtures

Why it scores higher

Most automated choices are small: route this, retry that, does the evidence support X? A chat model answers by writing text your software parses back into an if statement. Accuracy leaks out in that loop. The Decision API skips it: one pass reads the option probabilities directly, then renormalizes. No answer sentence, no JSON repair, nothing to parse — so nothing breaks.

The benchmark measures exactly what the API serves, so the 0.96 here is the 0.96 you get per request. The fixtures are public; the scorer is the benchmark's own.

Simple prepaid pricing

One price per decision, paid from prepaid credit. Top up in packs; credits never expire.

$0.005

flat (half a cent) per decision

3,000

max evidence chars per request; oversize is rejected, never billed extra

Text decisions only. Oversize requests are rejected with a clear error — never billed. Typical end-to-end latency is about a second.

Credit packs

$10

prepaid API credits
never expires

$25

prepaid API credits
never expires

$50

prepaid API credits
never expires

$100

prepaid API credits
never expires

Get started

The group behind the API

Bluusun Group builds and operates systems across AI, quantitative finance, and robotics — from decision infrastructure to trading models to autonomous machines. One standard everywhere: if it does not work in production, it does not ship.