Professional-grade AI workflows - from individual to enterprise

Orchestrate AI.
At scale. With control.

RunAI Studio is a professional environment for running many AI tasks across many models in parallel grids - with reproducibility, auditability, and a CLI-first core.

Some pricing and capabilities are subject to quote (custom integrations, support, training, extensions).
RunAI Studio - Parallel Grid
RUNAI_MODEL=gpt-*

Pane A

Refactor module, keep API stable. Output diff + risk notes.

Pane B

Generate test plan + edge cases. Include performance checks.

Pane C

Summarize repo architecture in 12 bullets for onboarding.

Run the same task across models, personas, or inputs - instantly compare outputs.

Built for serious AI workflows

RunAI Studio treats AI like infrastructure - not ephemeral chat. Capture inputs, outputs, metadata, and reproducible runs.

CLI-first  GUI-amplified

Parallel execution

Run NxM grids of tasks across models, prompts, or personas - side by side.

  • Multi-model comparisons
  • Batch task runs
  • Side-by-side reasoning

Reproducible & auditable

Save prompts, task files, outputs, and run metadata for later review or compliance needs.

  • Deterministic workflows
  • Structured histories
  • Artifacts you can ship

Local + cloud models

Use cloud APIs, local LLMs, or hybrid setups. Mix and match in the same workspace.

  • Ollama / LM Studio / vLLM support
  • Enterprise provider options
  • Bring your own infrastructure

Automation without losing visibility

A powerful CLI core means everything is scriptable - the UI makes it understandable.

  • Task files, substitutions, batch pipelines
  • Repeatable experiments
  • Works with existing dev workflows

Persona & profile workflows

Reusable "profiles" for domain behavior: engineer, reviewer, lexicographer, researcher, tutor, and more.

  • Consistent output style and constraints
  • Team-standard prompt packs
  • Tier-gated advanced personas (Pro/Enterprise)

Use cases

RunAI Studio is most valuable wherever problems are too complex for linear prompting - and where comparing outputs matters.

Software engineering

Refactors, migrations, code review, test generation, documentation - in parallel.

  • Compare multiple solutions quickly
  • Run "review personas" side-by-side
  • Capture artifacts for teams

Enterprise knowledge work

Policy analysis, support QA, report drafting, structured summarization and validation.

  • Audit-friendly outputs
  • Controlled prompts and templates
  • Hybrid/on-prem deployment options

Research spotlight: longevity

Explore complex domains (like aging research) by running competing hypotheses in parallel.

  • Compare reasoning across models
  • Find consensus vs divergence
  • Turn explorations into reproducible runs

Why parallel matters

Most AI tools optimize for conversation. RunAI Studio optimizes for comparison, coverage, and control.

Coverage

Ask the same question from multiple angles and reduce blind spots.

Validation

Spot contradictions quickly by seeing multiple answers at once.

Velocity

Compress hours of iterative prompting into a single run.

TLex & tlTerm integration

RunAI Studio integrates naturally with professional lexicography and terminology workflows - enhancing, not replacing, expert judgment.

Dictionary & terminology pipelines

Use personas and batch automation to generate candidate entries, compare sense structures, and enforce style guides - then review with human expertise.

  • Parallel definition drafting
  • Sense comparison and consistency checks
  • Controlled AI assistance for publishing workflows

Designed for control

Avoid "one-shot" AI output. RunAI Studio helps you validate, compare, and log results - ideal for professional language work.

  • Repeatable runs with saved inputs/outputs
  • Template-driven prompts and profiles
  • Enterprise support for custom language workflows

Pricing tiers

Start small, scale up. Some enterprise options and professional services are subject to quote.

Free / Community

Get started
TBD / personal & evaluation
  • Core CLI + basic studio UI
  • Limited grid sizes
  • Local experiments & learning
Commercial use may require a license (see licensing terms).
Talk to us

Enterprise

For teams
Quote / annual or custom
  • Team deployment options (on-prem/hybrid)
  • Policy & workflow controls (as needed)
  • Custom personas, templates, and integrations
  • SLA, support contracts, training
Subject to quote: integrations, support, training, extensions.
Request a quote

Enterprise & custom work

Need custom integrations, internal model support, onboarding, or training? We can adapt RunAI Studio to your environment.

Subject to quote

  • Custom integrations (internal tools, CI/CD, data systems)
  • Extensions & plugins
  • Team enablement / training
  • Enterprise support & SLAs

Let's talk

Tell us your requirements (deployment, models, compliance, workflow) and we'll recommend a plan.

Email sales Review features
Replace the email address with your real contact (or a form endpoint).

Designed for trust

RunAI Studio is built for professional environments where outputs must be reviewable and workflows must be controllable.

Visibility

Saved prompts, outputs, and run metadata make work reviewable.

Control

Profiles and templates standardize quality and behavior.

Deployment choice

Cloud, local, hybrid, or on-prem depending on requirements.