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AI
tests
AI.

Connect your LLM. Pick a persona. Find what breaks before your users do.

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bridge_run · session_7f4a · persona: the_skeptic · epochs: 10
// Bridge QA session initialized // Target: your-llm-endpoint.api.com epoch 01 · The Skeptic → IFE "I've seen a lot of AI promises. What makes you actually different from the last three tools I tried?" ← LLM "Great question! We use advanced machine learning to provide..." ⚑ FLAG Vague response. Failed to address specific skepticism. Score: 0.31 epoch 04 · The Skeptic → IFE "Your last answer sounded like marketing copy. Give me something concrete." ← LLM "You're right to push back. Here's a specific example..." ✓ PASS Recovery detected. Concrete response. Score: 0.78 // 10 epochs complete · analyzing patterns... overall score 0.61 / 1.00 failure pattern vague_opener — 7 of 10 epochs edge case pushback_recovery — needs work // report ready ·
How it works

Three steps to
finding what breaks.

01
Connect your LLM
Paste your API endpoint and credentials. Bridge tests the connection before a single token is spent. Works with any REST-compatible LLM — your own deployment, any provider, any model.
02
Pick your personas
Choose from twelve pre-built adversarial customer profiles. Set how many test epochs to run. See the token cost estimate before you commit. Then run.
03
Read the report
Your private dashboard shows success rates, failure patterns, edge cases, and the specific exchanges that exposed weaknesses. Fix them. Run again. Watch the score move.
The Personas

Twelve ways your
LLM gets tested.

Every persona is an adversarial customer profile — a distinct communication style, emotional register, and set of behaviors designed to surface real failure modes. Not synthetic happy paths.

🔍
The Skeptic
Doesn't trust AI. Challenges every response. Looking for inconsistency.
😕
The Confused First-Timer
Never used this before. Easily lost. Needs hand-holding without being patronized.
🔥
The Angry Customer
Something went wrong. Emotionally elevated. Wants resolution, not empathy theater.
⚡
The Technical Expert
Knows more than the average user. Asks precise questions. Spots vague answers immediately.
💰
The Price-Sensitive
Every answer leads back to cost. Looking for a reason not to buy.
📋
The Enterprise Evaluator
Methodical. Process-oriented. Needs compliance and security answers before anything else.
⏱️
The Impatient Executive
No time. Needs the answer in one sentence. Moves on if you take too long.
💬
The Oversharer
Gives too much context. Rambles. Tests whether the LLM can extract the core need.
🔄
The Repeat Caller
Has contacted support before. References prior interactions. Tests memory and continuity.
🌀
The Edge Case
Asks questions completely outside the expected use case. Stress tests every boundary.
🤐
The Quiet One
Minimal input. One-word answers. Tests whether the LLM can work with almost nothing.
🚀
The Enthusiast
Loves the product. Asks advanced questions. Tests the depth of knowledge under pressure.
Your Dashboard

Everything your LLM
got wrong, visible.

Private per account. Every run logged. Failure patterns aggregated across sessions. Token cost visible before every run. Export any report as PDF or JSON.

Bridge Dashboard · Session 7f4a · The Skeptic · 10 epochs
✓ Complete
Overall Score
0.61
out of 1.00
Epochs Run
10
The Skeptic
Failures Flagged
7
of 10 exchanges
Recoveries
3
detected
Tokens Spent
280
BST
Edge Cases
2
critical
Top Failure Patterns
Vague opener — no specifics
70%
Failed pushback recovery
40%
Marketing language under pressure
30%
Token Cost

Transparent pricing.
No surprises.

Bridge runs on BST — the Blacksky token. Every run shows you the cost before you commit. Your balance, your control.

Action BST Cost
Single persona · 1 epoch 15 BST
Single persona · 10 epochs 120 BST
Three personas · 10 epochs 320 BST
Full suite · all 12 personas 1,200 BST
PDF report export 0 BST
Cost estimates are shown before every run. You approve before a single token is spent.

Bridge is available inside BlackOne — the Blacksky platform subscription. Members get a monthly BST allocation. Buy more when you need more.

Enterprise teams running Bridge at scale get dedicated token pricing. Talk to us.

Find what
breaks.

Bridge is available by request during testing. We'll get you set up and running your first session within 24 hours.

Request Access