AI Operations Platform

Your AI products. Zero to production.

Build system prompts. Manage versions. Pick the best model.
Execute via API. Analyze every token. All in one platform.

01 Build Create & version prompts
02 Manage Publish & control access
03 Execute Pick model & run via API
04 Analyze Tokens, cost & performance

We don't just store your prompts.
We run your entire AI pipeline.

00

Don't know where to start? AI builds it for you.

Answer three simple questions — what goes in, what comes out, any constraints — and our AI generates a production-ready system prompt with variables and schema. No prompt engineering required.

1 2 3
Step 3 of 3
1
What inputs does your prompt receive?
User message, document text from legal contracts, language preference
2
What output do you want?
Rewritten text in formal legal tone, structured as paragraphs, max 500 words
3
Any rules or constraints?
Preserve original meaning, keep all legal terms, neutral tone, English only...
Back Generate prompt
AI-generated prompt
You are a {{tone}} legal editor specializing in contract language.

Rewrite the following document text in a formal, precise manner.
Preserve all original legal terms and their meanings.
Output must be in {{language}}.
Maximum length: {{maxWords}} words.

Rules:
- Keep paragraph structure
- Neutral, professional tone
- No interpretation or opinion
3 variables detected · ready to edit or publish
01

Build your prompts

A real IDE for prompt engineering. Templates with typed variables, live preview, AI-powered improvements, and preflight validation — all without calling any provider.

prompt-studio / editor
← BackLegal RewriteDraft v4Production
Prompt text Improve with AI
You are a {{tone}} legal editor.
Rewrite the following text in a {{style}} manner,
keeping all legal terms accurate.

Rules:
- Preserve original meaning
- Use formal language
- Maximum {{maxWords}} words
Variables schema
tonestring · required · max 20
stylestring · required · max 30
maxWordsnumber · required
Live preview
You are a formal legal editor. Rewrite the following text in a concise manner...
Preflight OK · ~412 tokens
Save DraftPreflightPublish
Template variablesTyped schema with validation rules
Preflight checkValidate without calling AI
AI optimizerImprove prompts with one click
Live previewSee rendered output in real time
02

Manage & version

Published versions are immutable forever. Draft, test, publish — then change by shipping a new version. Tombstone old prompts without losing history. Role-based access for your team.

prompt-studio / prompts
Prompts+ New prompt
NameStatusVersionUpdated
Legal RewritePublishedv32h ago
Support SummarizerDraftv15m ago
Email TonePublishedv21d ago
Contract AnalyzerPublishedv53d ago
Onboarding AgentDraftv1Just now
Immutable versionsLocked forever once published
Team rolesAdmin, developer, viewer
Soft-deleteTombstone without losing audit history
EnvironmentsProduction, staging, dev

Draft → Preflight → Publish → Execute.
Every step is designed. Every version is permanent.

03

Execute with the best model

Pick a model or let the orchestrator choose based on cost, latency, or quality. Bring your own keys or use enterprise credentials. Every execution creates an immutable contract.

Playground — test before shipping

playground
PromptLegal Rewrite
Versionv3 (published)
Strategyquality
ModelAuto
Output1,847 tok · $0.003 · 1.2s
Section 4.2: The Receiving Party shall maintain the confidentiality of all Disclosed Information...

API — integrate into any workflow

// Preflight — validate first
POST /tenant/ai/preflight
{ promptVersionId: "pv_abc123",
  variables: { tone: "formal" },
  orchestratorStrategy: "quality" }

// Execute — creates immutable contract
POST /tenant/ai/execute
{ promptVersionId: "pv_abc123",
  variables: { tone: "formal" },
  userPrompt: "Rewrite section 4.2...",
  keyMode: "enterprise" }

// → { output, executionContractId,
//      metadata: { tokens, cost, model } }
Smart orchestratorOptimize for cost, latency, or quality
Execution contractsImmutable record of every run
BYOKBring your own provider keys
Dual authJWT for management, API key for execution

Every token. Every dollar. Every millisecond.
Measured.

04

Analyze everything

Real-time KPIs, usage charts, model distribution, credit tracking, and Prompt Studio activity — all in one analytics dashboard. Finance-grade data for billing and compliance.

prompt-studio / analytics
API Requests12.4K
Tokens consumed3.2M
Credit balance$847
Success rate99.7%
Avg latency340ms
Total cost$152
Published18
Studio activity64
Requests over time
Model usage
gemini-pro
gpt-4o
claude-3.5
Credit activity

Built for teams, not individuals.

Invite your team with role-based access. Admins publish and tombstone. Developers create and edit. Viewers read. Every action is attributed — so you always know who changed what.

AdminFull access · publish · tombstone
DeveloperCreate · edit · preflight · publish
ViewerRead-only access
Team members
SSara ChenAdmin
AAlex RiveraDeveloper
MMira PatelDeveloper
JJames O'BrienViewer
+ Invite member

The complete platform

Everything your organization needs to run AI at scale.

Billing & credits

Prepaid or postpaid. Track credit balance, cost per execution, finance-grade exports.

BYOK credentials

Bring your own keys from OpenAI, Google, Anthropic. Full control over routing and cost.

API documentation

Complete REST API reference. Integrate into n8n, Zapier, or any custom workflow.

Company profile

Organization settings, entitlements, tenant config in one place.

Security & audit

Contracts, tombstoning, role separation, full compliance trail.

Environment management

Production, staging, development. Publish to different targets from the same editor.

Build. Manage. Execute. Analyze.
Prompt Studio handles the entire lifecycle.

Start managing your AI operations

Enable Prompt Studio for your organization.
From your first prompt to your millionth execution.