AI-Powered Legacy Documentation & Modernization

Documentation

Extract institutional knowledge, create living specifications, and modernize legacy systems with confidence

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66 Articles
7 Categories
Updated

The Journey

Extract → Understand → Evolve

From undocumented legacy systems to a living specification in three steps

40%
Faster migrations
90%
AI code gen accuracy
100%
Rule preservation
Zero
Knowledge lost

Browse by Topic

Documentation

Guides, references, and tutorials organized by what you need

Platform Catalog

How Catalio organizes your extracted business rules, requirements, and institutional knowledge

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Applications

Learn how Catalio models the legacy or target software system you are analyzing, modernizing, or documenting

application legacy-modernization journeys
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Features

Group requirements into functional areas within an application to provide hierarchy, scope, and context for legacy modernization

features requirements application
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Requirements

Learn how Catalio structures business requirements using user story format with AI-powered features

requirements user-stories ai
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Personas

Define user roles and stakeholders to create targeted, user-centered requirements

personas user-roles stakeholders
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Use Cases

Create testable scenarios using Gherkin format to validate your requirements

use-cases acceptance-criteria gherkin
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Test Cases & Results

Create comprehensive test cases to validate requirements, then record and track execution results to build quality confidence over time

test-cases test-results testing
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Components

The atomic pieces of an Application — metadata in a business platform or files in a source repository, sometimes both at once

components metadata source-files
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Journeys

Record step-by-step sequences of how users actually interact with your software to identify friction, gaps, and improvement opportunities

journeys user-experience legacy-modernization
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Journey Steps

Understand how individual user actions are captured, classified, and analyzed for friction within Catalio journeys

journey-steps friction user-experience
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Jobs To Be Done (JTBD)

Capture the deeper motivations behind user behavior to ensure journeys and requirements are grounded in real business goals

jtbd jobs-to-be-done personas
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Journey Comparisons

Link a legacy journey to a target journey for the same job-to-be-done and quantify the UX improvement step-by-step

journey-comparisons journeys legacy-modernization
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Discovery Sessions

Structure and track AI-assisted discovery conversations that systematically extract requirements and friction insights from subject matter experts

discovery sessions ai
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Capabilities

Organize requirements and processes around discrete business capabilities that transcend technology changes and org chart reorganizations

capabilities business-architecture requirements
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Processes

Organize requirements into sequential workflows using templates and deployment tracking

processes workflows templates
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Initiatives

Understand how Initiatives organize all discovery, requirements, and delivery work into a governed, stage-gated modernization engagement

initiatives strategy stages
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Onboarding Plans

Let Catalio's AI generate a prioritized checklist of documents to collect for your Initiative so discovery starts with the right inputs

onboarding artifacts discovery
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Initiative Tasks

Create and manage operational work items within an Initiative to drive stage completion and coordinate team delivery

tasks delivery initiatives
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Initiative Risks

Identify, assess, and track risks that could threaten Initiative delivery before they become problems

risks mitigation initiatives
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Metrics

Define quantified success criteria with baseline, target, and actual values to make Initiative outcomes measurable and communicable

metrics kpi success-measures
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AI Chat

Have natural-language conversations with an AI assistant that can read, create, and update your requirements catalog — right inside Catalio

ai chat conversations
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Dependencies

Track cross-initiative and external dependencies that an Initiative depends on, with status and blocking flags to govern stage advancement

dependencies blocking initiatives
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Document Extraction

Upload documents and meeting transcripts and let Catalio's AI extract structured requirements, capabilities, and processes automatically

ai document-extraction artifacts
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Initiative Questions

Capture open questions, blockers, and decisions that surface during an Initiative and track them through resolution so nothing falls through the cracks

questions blockers decisions
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Capability Assessments

Score each Capability within an Initiative on a 1–5 scale to produce a Red/Yellow/Green heatmap of transformation readiness and drive gap analysis

capability-assessments heatmap scoring
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Change Proposals

Review, accept, and apply AI-discovered requirement changes from document extraction, journey analysis, and stakeholder discovery

change-proposals ai discovery
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AI Grader

Understand how Catalio grades requirements across Clarity, Completeness, Feasibility, and Quality — and how to act on low scores

ai grader requirements
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Narrative Blocks

Add free-form Markdown sections to an Initiative PRD for design principles, architecture notes, glossaries, and other unstructured context that structured fields can't capture

narrative prd initiative
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AI Classifier

After capturing a journey, Catalio's AI classifies it against existing JTBDs and personas, identifies friction points, and surfaces structured improvement suggestions

ai classifier journeys
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AI Skills

AI Skills give the Catalio assistant different areas of expertise — from requirements writing to security analysis — and are selected automatically based on what you ask

ai skills chat
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Organizations

Understand how Catalio isolates data and manages access across enterprise boundaries

organizations multi-tenancy security
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Teams

Group users by function or domain to manage requirement implementation and accountability

teams organization collaboration
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Users

Control access and permissions through user roles and authentication providers

users roles permissions
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Policies

Learn how organizational policies constrain requirements, enforce compliance, manage risk, and ensure standards across your SDLC workflow

policies governance compliance
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Sources

Link Slack channels, GitHub repositories, MS Teams channels, and other data feeds to automatically surface requirements from real-world conversations and code

sources slack github
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Artifacts

Upload PDFs, Word documents, and other materials to let Catalio extract requirements, capabilities, and context through AI analysis

artifacts documents upload
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Versioning

Understand the versioning patterns Catalio uses — explicit Application Versions, paper-trail change tracking, and the superseding pattern for Requirements

versioning application-versions paper-trail
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Issue Links

Connect Catalio Requirements and Applications to GitHub Issues, Linear, Jira, and Azure DevOps work items to close the loop between specifications and delivery

issue-links traceability github
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Repositories

Connect source code repositories to Catalio to automatically surface Components from your codebase and map them to Applications for code-level traceability

repositories github source-code

Integrations

Connect Catalio with your legacy systems, enterprise platforms, and modern development tools

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ServiceNow Integration

Integrate Catalio with ServiceNow to connect requirements management with IT service management, change requests, and incident tracking.

integrations servicenow itsm
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Jira Integration

Connect Catalio requirements to Jira epics, user stories, and tasks for seamless agile development workflow and bi-directional synchronization.

integrations jira agile
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Slack Integration Administration

Administrator guide for installing, configuring, and managing the Catalio Slack integration.

integrations slack installation
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GitHub Integration

Connect Catalio to GitHub to link requirements with issues, pull requests, and commits for complete development traceability.

integrations github version-control
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Slack Agent Usage Guide

Learn how to interact with the Catalio Slack Agent to manage requirements, personas, and use cases through natural conversation.

slack integrations chat
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Microsoft Teams Integration Administration

Administrator guide for installing, configuring, and managing the Catalio Microsoft Teams bot integration.

integrations microsoft-teams teams
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Building Custom Integrations

Learn how to build custom integrations with Catalio using REST API, webhooks, and OAuth for connecting proprietary systems and unique business workflows.

integrations api custom
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Microsoft Teams Agent Usage Guide

Learn how to interact with the Catalio Microsoft Teams bot to manage requirements, personas, and use cases through natural conversation.

microsoft-teams teams integrations
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Supported AI Providers

Complete reference of all AI/LLM providers supported by Catalio, including capabilities, model availability, and configuration requirements.

integrations ai llm
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Bring Your Own LLM (BYOLLM)

Configure your organization's own AI provider in Catalio. Learn how to set up API keys, select models, and manage provider configurations securely.

integrations ai llm
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AI Features and Data Privacy

How Catalio protects your data when using AI features. Learn about encryption, data handling, contextual learning, and compliance considerations.

integrations ai privacy

See it in action

See Catalio in Action

Explore how Catalio extracts institutional knowledge from legacy systems and creates a living specification your entire team can use

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