Documentation

Agile V Studio transforms your product description into verified, compliance-ready engineering documentation. Describe what you want to build, and our AI agents handle the rest.

Getting Started

Create a new project by clicking New Project in the navigation bar. You need three things:

  1. Project Name -- a short, descriptive name for your project.
  2. Product Intent -- describe what you want to build in plain language. Be as detailed as you like. The more context you provide, the better the generated requirements and code will be.
  3. Regulatory Standards (optional) -- select any industry standards your project must comply with. Compliance documentation will be generated accordingly.

You can also specify a technology stack and additional notes (constraints, performance requirements, integrations).

Once your project is created, click Start Infinity Loop to begin the automated workflow.

The Infinity Loop

The Infinity Loop is Agile V Studio's core workflow. It merges Agile iteration with V-Model verification into a single, repeatable cycle. 13 AI agents work through sequential phases with two human checkpoints where you review and approve the output.

Phase 1

Research

The Research Planner analyzes your project description and generates clarifying questions organized by category and priority. Answer them to improve the quality of generated requirements, or skip to proceed directly.

Answer questions or skip

Phase 2

Definition

Multiple agents work in parallel: a Discovery Analyst structures your inputs, a Threat Modeler identifies security risks, and a UX Spec Author defines design constraints. Then the Requirement Architect decomposes everything into atomic, traceable requirements with priority, complexity scores, effort estimates, and cost projections.

Automated (30-60 seconds)

Phase 3

Gate 1 -- Your Review

You review every generated requirement individually. Accept them, mark them as needing work with specific feedback, or reject them. The platform tracks your review progress and lets you use bulk actions. Requirements marked as needing work are refined by agents based on your feedback.

Review and approve requirements

Phase 4

Synthesis

The Build Agent generates source code while the Test Designer independently creates test cases from the requirements alone. Neither agent can see the other's output. This Red Team Protocol ensures your tests are truly independent of the implementation, just like a separate QA team.

Automated (1-2 minutes)

Phase 5

Verification

The Red Team Verifier executes the independently-designed tests against the generated code. Each test result is mapped back to its requirement in the traceability matrix, giving you clear visibility into what passed, what failed, and what needs attention.

Automated (30-60 seconds)

Phase 6

Compliance

The Compliance Auditor generates ISO-aligned documentation including traceability matrices, validation summaries, and regulatory documents targeted to the standards you selected (ISO 9001, ISO 27001, and 30+ industry-specific standards). A Release Manager and Observability Planner round out the deliverables.

Automated (30-60 seconds)

Phase 7

Gate 2 -- Final Review

Review the verification results, compliance documents, and traceability matrix. Approve to finalize the project and download your complete bundle. Reject to start a new improvement cycle -- the loop iterates, refining the solution based on what failed.

Review and approve or iterate

If Gate 2 is rejected, the loop iterates: a new cycle begins, refining the solution based on verification results and your feedback. Each cycle is tracked independently with full diff visibility.

What You Get

After completing the Infinity Loop, download a ZIP bundle containing everything you need for development, testing, and audit:

Source Code

Generated implementation files linked to their originating requirements.

Test Suite

Independently-designed test cases with pass/fail results, traced to requirements.

Traceability Matrix

Full requirement-to-code-to-test mapping showing coverage status for every requirement.

Compliance Documents

ISO-aligned documentation for every regulatory standard you selected.

Verification Report

Summary of all test results with pass/fail counts and coverage analysis.

Decision Log

Timestamped record of every agent decision and rationale throughout the workflow.

Cost Analysis

Development cost estimates using PERT, COCOMO, and Function Point Analysis methods.

Project Summary

Overview with metrics, agent activity, and a complete audit trail.

Requirements Review

At Gate 1, you review every requirement generated by the agents. Each requirement includes:

  • A unique code (e.g., REQ-001) for traceability
  • Priority level: MUST, SHOULD, or COULD
  • Complexity score (1-10) and estimated effort in hours
  • Cost projection

For each requirement, you can:

  • Accept -- approve it as-is
  • Needs Work -- provide specific feedback; the agent will refine the requirement and show you a before/after diff
  • Reject -- remove it from the project scope

Bulk actions are available to approve all, reject all, or approve remaining unreviewed requirements. A progress bar tracks your review status.

Change Requests & Cycles

Change requests let you formally track modifications to your project across cycles. You can create them at Gate 1 or after a project is completed.

Each change request includes a title, description, rationale, impact summary, and lists of affected requirements, artifacts, and test cases. Change requests follow a lifecycle: Proposed → Approved or Rejected → Implemented.

When you reject Gate 2 or start a new cycle, the cycle counter increments. The Cycles tab shows a comparison of requirements, artifacts, test results, and pass rates across all cycles, including a detailed diff view of what changed.

LLM Configuration

Agile V Studio supports multiple LLM providers. You can configure your preferred provider at two levels:

  • User default -- set in Settings; applies to all your projects as a fallback
  • Per-project override -- set in Project Settings; takes priority over your default

If you are on a BYOK (Bring Your Own Key) plan, you provide your own API keys and pay the LLM provider directly. Your keys are encrypted before storage and never displayed in plain text. If you are on a Platform plan, we provide the API access and you get a monthly token allowance included in your subscription.

Supported Providers

Anthropic (Claude)

Direct API access to Claude models

OpenAI (GPT)

Direct API access to GPT models

Azure OpenAI

Azure-hosted OpenAI Service

GitHub Models

GitHub Models marketplace

Custom Endpoint

Any Anthropic-compatible API endpoint

Custom Local LLM

Ollama, LM Studio, vLLM, or any local model

Custom Local LLM

If you run a local LLM (Ollama, LM Studio, vLLM, llama.cpp, or any OpenAI/Anthropic-compatible endpoint), you can use it with Agile V Studio. Your browser acts as the relay between the platform and your local model -- the server never contacts your local network directly.

How it works:

  1. Select Custom Local LLM as your provider in Settings or Project Settings.
  2. Enter your local endpoint URL (e.g., http://localhost:11434 for Ollama).
  3. Choose the API format: OpenAI-compatible (most local LLMs) or Anthropic-compatible.
  4. Enter your model name (e.g., llama3.1:70b).
  5. Start your Infinity Loop -- a status indicator shows the connection state.

Important: You must keep the browser tab open during agent runs. Your browser relays every LLM request to your local model. You can switch to other tabs, but closing the tab will interrupt the run.

Compliance Standards

When creating a project, you can select one or more regulatory standards. The Compliance Auditor generates ISO-aligned documentation specific to each standard you choose. Over 30 standards are supported across industries:

Quality

ISO 9001ISO 27001

Medical

ISO 13485GAMP 5IEC 6230421 CFR Part 11

Aerospace

DO-178CAS9100D

Automotive

ISO 26262ASPICEIATF 16949

Finance

SOXPCI-DSSSOC 2

Government

FedRAMPNIST 800-53CMMC

Healthcare IT

HIPAAHITRUST

Energy

IEC 61508NERC CIP

Additional standards include telecom (TL 9000), food safety (ISO 22000, HACCP), construction (ISO 19650), railway (EN 50128), and more.

Plans & Pricing

Every new account starts with a 7-day free demo that includes 1 project and full access to all agents. After the demo, choose a plan that fits your needs:

FeaturePrivate BYOKPrivate PlatformCommercial BYOKCommercial Platform
Price$10/mo$20/mo$20/mo$40/mo
Projects1010UnlimitedUnlimited
TokensUnlimited (your keys)500K/monthUnlimited (your keys)1.5M/month
Commercial useNoNoYesYes
Priority supportNoNoYesYes

BYOK plans let you use your own API keys (Anthropic, OpenAI, etc.) with no token limits on our side. Platform plans include API access with a monthly token allowance.

All plans include full access to all 13 agents, all export formats, traceability matrices, and compliance documentation.

Built on the Agile V open standard. Have questions? Get in touch.