Enterprise Data AI — Semantic Layer

Unified Software Development Lifecycle Platform

The enterprise orchestration engine for 10X App Dev performance.

Everyone can use AI for App Development – but how do you know that everyone delivers value that truly moves the needle, or pulls the cart in the right direction? 

Robin is the governance layer that makes AI-powered development consistent, reviewable, and compounding.

Robin is not just an agent — it’s the enterprise orchestration engine for 10X App Dev performance.

Robin bridges the gap from AI code — just text — to impactful, valuable, business outcomes.

Robin is the first unified AI framework that includes all enterprise SDLC players.

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    robin · new feature workflow
    YOU · describe what you need
    "Add a payment retry flow to the checkout service. It should handle failed card charges and notify the customer."
    ▼ Robin picks the right prompts, agent & config automatically
    ◈ ROBIN BUILDS
    Technical spec generated Prompt: spec-parser-v2
    4 features broken down Prompt: feature-gen-v1
    Implementation tasks created Prompt: task-breakdown-v1
    YOU · review & approve
    Spec looks right — approved
    Features confirmed — approved
    Tasks verified — approved
    ▶ ROBIN IMPLEMENTS
    Code generated · Tests run · Report ready Agent: Claude Code · Config: java-spring · All outputs logged
    Same prompts · every developer · every project 25+ agents supported
    10x
    Faster delivery in pilot teams
    Avg across 3 client pilots
    25+
    AI agents supported
    Claude Code, Cursor, Copilot & more
    4wk
    Typical pilot to production
    Scoped with your team
    100%
    Agent & tool independence
    No vendor lock-in by design
    The Problem with AI Code Today

    AI that generates without governance is just risk at scale.

    Your developers are already using AI. Some are using Claude Code. Some are using Cursor. Some are using Copilot. Each one configuring their own prompts, their own agents, their own quality bars. The result is inconsistent output, no institutional memory, and no governance trail.

     

    When a senior developer leaves, their AI workflow goes with them. When a junior developer uses the wrong prompt, nobody catches it until review. Robin fixes both — by making the proven workflow the default for everyone, every project.

    Robin-2-BusinessRequirement-scaled
    Three Ways to Begin

    Start where you are. Robin meets you there.

    Whether you're starting from a brief, an existing codebase, or scoping just quality assurance, Robin has a workflow ready from day one.

    Option 01

    Start from a Business Spec

    Describe your project in plain language. Robin generates the tech spec, breaks it into prioritised features, creates implementation tasks, and produces test cases. Ready for your AI agent to execute.

    Robin Business Requirement
    Option 02

    Onboard an Existing Project

    Import your source code, documentation, document libraries, and DevOps or Jira boards. Robin maps the codebase, aligns it to its workflow structure, and picks up from where your team left off.

    Robin Project Onboarding
    Option 03

    Start with QA Only

    Not ready for the full SDLC? Scope Robin to test case generation and test runs only. Connect your existing features and let Robin handle the quality assurance pipeline independently.

    Robin QA-Only Workflow
    The Robin Assembly Line

    Seven steps. Two human gates. Nothing ships without your sign-off.

    Robin integrates multi-agent workflows for the full SDLC. Each step uses a pre-built prompt and the right agent automatically — you review and approve before anything moves forward.

    Robin integrates multi-agent workflows for full SDLC

    Primary design principle: 100% flexibility and independence from AI agents and tools. Robin owns the workflow and governance layer — you choose which AI agent executes each step. Switch agents without rebuilding your delivery process.

    01
    Spec
    From brief, existing project, or QA scope
    02
    Requirements
    Refine BRs with stakeholder mapping & acceptance criteria
    03
    Features
    Break into prioritised features
    GATE
    Human Gate
    Review & approve features
    04
    Tasks
    Implementation tasks with full code context
    GATE
    Human Gate
    Approve tasks before execution
    05
    Implement
    Robin + AI agents + MCPs execute automatically
    06
    Test Cases
    Auto-generate Gherkin scenarios
    07
    Test Runs
    Execute & monitor live test results
    Repeats per task

    Per-task governance: The approval gate operates task by task. Each implementation task is reviewed and approved by a human before Robin hands it to the AI agent for execution. Once a task is complete, Robin automatically queues the next one for approval, keeping every step traceable and every decision accountable.

    Requirements Intelligence

    Robin doesn't just write specs. It catches what humans miss.

    The Business Requirement refinement engine surfaces open questions, stakeholder impacts, and acceptance criteria, automatically, before a single line of code is written.

    Business Requirement Spec

    AI-driven spec with full stakeholder mapping & acceptance criteria

    Describe the requirement. Robin generates the full spec (goal, users, scope, as-is flow, acceptance criteria) and flags the edge cases your team would have missed.

    Robin Business Requirement Detail
    Code-Level Task Context

    Every task carries the exact code context a developer needs to execute

    Robin's task detail view shows which files to edit, which patterns to follow, and the exact implementation steps. So AI agents have what they need to produce quality output on the first pass.

    Robin Task Details with code context
    Full SDLC Coverage — In Action

    From project import to test results. All in one platform.

    Robin covers the complete software delivery lifecycle, from importing your project and refining requirements through to features, tasks, test cases, and test runs. Every step governed, traced, and visible in a single unified workspace.

    Step 01 · Project Start

    Start from a spec, import an existing project, or scope to QA only

    Robin meets you where you are. Kick off from a business brief, onboard an existing codebase with its documentation and DevOps boards, or scope directly to a QA-only pipeline. All from the same starting point.

    Robin Project Onboarding
    Step 02 · Requirements

    AI-driven business requirement refinement with full stakeholder mapping

    Robin generates the full spec (goal, users, scope, as-is flow, and acceptance criteria) and flags edge cases your team would have missed. Every requirement is traceable from brief to code.

    Robin Business Requirement Detail
    Step 03 · Features

    Prioritised feature list with approval workflow

    Every feature has a priority, status, and approval gate. Nothing proceeds without an explicit human sign-off, keeping delivery traceable from spec to code.

    Robin Feature List
    Step 04 · Task Details

    Granular implementation tasks with full file-level context

    Each task carries the exact code context (which files, which patterns, which steps) so AI agents and developers can execute confidently without back-and-forth.

    Robin Task Details
    Step 06 · Test Cases

    Auto-generated Gherkin scenarios, ready to run against live pages

    Robin generates BDD-style test cases from your features. Each scenario is bound to real pages, validated against locators, and emits a clean, parseable .feature file.

    Robin Test Cases Gherkin Scenario
    Step 07 · Test Runs

    Playwright test execution with full pass/fail audit trail

    Test runs show real results (duration, error trace, video capture) so engineering leads get a clear picture of exactly what passed, what failed, and why.

    Robin Test Runs with pass/fail results
    Six workflows. Same process. Every time.

    Whatever you're building, Robin has the workflow ready.

    Each workflow has the prompts, configs, and templates already built in. You describe what you want. Robin runs the process.

    Workflow 01

    New Project from a Business Spec

    Describe the project. Robin generates the tech spec, breaks it into features, creates tasks, and builds the skeleton. Ready for implementation in your AI agent of choice.

    Workflow 02

    Onboard an Existing Project

    Import your source code, documentation, document libraries, and DevOps or Jira boards. Robin maps the codebase, aligns it to its workflow structure, and picks up from where your team left off.

    Workflow 03

    Add Features to an Existing Codebase

    Describe the feature. Robin handles spec, breakdown, and implementation using your existing project context. Without disrupting what's already working.

    Workflow 04

    QA-Only Project

    Not ready for the full SDLC? Scope Robin to test case generation and test runs only. Connect your existing features and let Robin handle the quality assurance pipeline independently.

    Workflow 05

    Migrate a Legacy System

    Point Robin at the old code. It reverse-engineers the system, generates documentation and a migration plan, so your team knows exactly what they're moving and why.

    Workflow 06

    Reverse-Engineer Undocumented Code

    No documentation? Robin reads the codebase and generates structured docs, dependency maps, and system understanding, so your team can finally see what they inherited.

    Agent Agnostic by Design

    Your team uses Claude Code. Or Cursor. Or Copilot. Robin works with all of them.

    Robin owns the workflow, the governance, and the prompt catalog. The AI agent is a configurable plug-in. Switch it out without changing your delivery process.

    Claude CodeAgentic coding
    CursorAI code editor
    GitHub CopilotCode completion
    WindsurfAgentic IDE
    GPT-4oOpenAI API
    GeminiGoogle AI
    CodegenCode generation
    + 18 more25+ total supported

    Key governance principle: AI that generates without governance is just risk at scale. Robin gives every developer the same proven prompts, the same workflow gates, the same audit trail, regardless of which AI agent they prefer.

    Built For

    The people accountable for how software gets delivered.

    Robin is for organizations where software development is a core competency and competitive advantage. And where AI adoption needs to scale without sacrificing quality or control.

    CTO / VP Engineering

    Make AI-powered delivery consistent across every team and project.

    Stop relying on individual developer AI setups. Robin gives every developer the same proven prompts, the same workflow gates, and full audit visibility, at the org level.

    Engineering Lead

    Close the gap between your junior and senior developers.

    The prompt determines the quality of the code. When every developer uses the same proven prompts, experience level matters less. And code quality becomes consistent.

    Developer

    Start building from a proven foundation on day one of every project.

    No time lost figuring out prompts, configuring agents, or setting up projects from scratch. Robin has it all pre-built, so you can focus on shipping, not setup.

    READY WHEN YOU ARE

    See Robin turn a requirement into final product.

    Fill this in and we’ll respond within 1 business day to schedule a 30-minute live walkthrough — no sales pitch, just the product working on a real requirement.

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