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AI operations workspace · Remote-first

Run models with guardrails.

Brightlayer AI is the control room for prompts, evaluations and production models — label traces, compare versions and ship automations your compliance team can audit without exporting spreadsheets every Friday.

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EU and US data cells. SOC 2 Type II report available on Growth.

Brightlayer · workspace

Prompt lab · eval suite · deploy

Teams shipping models on Brightlayer

Platform

Every layer of the AI stack in one UI

Abstract glowing neural network visualization on a dark screen

Prompt lab with version diffs

Branch prompts, compare token usage and attach evaluation sets before anything reaches production traffic.

Live trace explorer

Filter spans by model, tool call and latency; redact PII automatically in shared links.

Policy gates

Block deployments when safety scores, cost ceilings or regression tests fail — with Slack approvals built in.

Product designer reviewing AI dashboard metrics on a laptop

Eval dashboards

Track accuracy, toxicity and hallucination rates per model version with cohort filters product managers understand.

Provider routing

Fail over between OpenAI, Anthropic and local endpoints with budget-aware routing rules.

Developer workstation with multiple monitors showing analytics

Warehouse sync

Stream structured inference logs to BigQuery or Snowflake nightly for finance and data science teams.

Brightlayer platform numbers

Median trace ingest latency
120 ms
Built-in eval templates
18
Control plane uptime
99.95%
Supported LLM providers out of the box
4
Workflow

From notebook to production in three loops

  1. 01

    Instrument

    Drop the Brightlayer SDK into your app and capture prompts, tools and outputs automatically.

  2. 02

    Evaluate

    Run golden datasets on every pull request; compare scores across model versions side by side.

  3. 03

    Deploy

    Promote winning versions with canary traffic and instant rollback if evals regress in prod.

Plans for every model maturity stage

All plans include trace retention, eval runners and role-based access.

Save 20%

Builder

For prototypes and side projects.

$0/ month

  • 50k traces / mo
  • 3 seats
  • Community support
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Popular

Growth

For teams shipping customer-facing AI features.

$349/ month

  • 2M traces / mo
  • SSO
  • Custom eval sets
  • SOC 2 report
Try Growth

Scale

Dedicated cell, private networking and 24/5 support.

$899/ month

  • Unlimited traces
  • VPC peering
  • Dedicated CSM
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Model ops notes for platform leads

Monthly essays on eval design, cost controls and incident reviews from Brightlayer engineers — written for teams shipping LLM features, not hype decks.

One email per month. Unsubscribe anytime.

Teams who stopped guessing in production

“Brightlayer caught a regression in our summarization model before marketing noticed softer headlines.”
Selin ArıkanHead of AI, Tessera
“Finance finally sees token spend by feature flag instead of one scary invoice.”
Daniel ReyesPlatform lead, Quillstack
“Our compliance officer loves the audit export — every prompt version tied to a deploy tag.”
Mert KayaSecurity architect, Nordic Mesh

Selected customer feedback.

Brightlayer questions

Do you train on customer data?

No. Brightlayer processes traces to display metrics; training on your content is off by default and contractually prohibited.

Which clouds?

Brightlayer runs on AWS with EU and US cells; VPC peering available on Scale.

Can we self-host?

Enterprise packages include single-tenant deployment with your KMS keys.

How long are traces kept?

Builder retains seven days; Growth thirteen months; Scale custom policies.

Your next model version deserves measured rollout.

Start a free workspace and import your first eval set tonight.

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Sales

Talk to Brightlayer

Ask about Scale plans, VPC peering or migrating traces from an existing observability tool.