AI for Technology
Discovery Agent - Turn Raw Knowledge into Actionable Intelligence
Connect to any source, ingest any format, and automatically generate user stories, test cases, process flows, and architecture diagrams, tailored for every persona. SharePoint, JIRA, Confluence, Git, Email, Figma, Meeting recordings, Discovery Agent ingests them all and transforms raw, scattered knowledge into structured, role-specific intelligence.
- Connects to 10+ enterprise sources, SharePoint, JIRA, Git, Figma, ServiceNow, and more
- Ingests any format, PDF, Word, code, audio, video, images, spreadsheets
- Generates user stories, test cases, diagrams, and process flows automatically
- Multi-persona views, Technical, BA, PM, and QA get their own tailored outputs
7+
Input Formats
4
Persona Views
Technology Stack
Tools Used
Multi-Source Connector
Plug-and-play connectors for SharePoint, Confluence, JIRA, ServiceNow, Git, Figma, Email (Outlook/Gmail), Teams/Slack, and cloud drives.
Multi-Format Ingestion Engine
Ingests PDF, Word, Excel, PowerPoint, code (Java, Python, ABAP, SQL), images, audio recordings, video walkthroughs, and spreadsheets.
AI Discovery Engine
AI-driven extraction of business rules, process flows, dependencies, and architecture patterns from unstructured content.
Intelligent Generation Engine
Auto-generates user stories with acceptance criteria, test cases with coverage analysis, architecture diagrams, sequence diagrams, and BPMN process flows.
Multi-Persona Workspace
Role-based views for Technical, BA, PM, and QA personas with SSO (Azure AD, Okta, Google Workspace), workspace isolation, and audit trail.
Export & Integration Pipeline
Export to PDF, Excel, PowerPoint, Markdown, SVG diagrams, JIRA (push stories/tests), and Confluence (publish pages) in one click.
AI Agents
Four specialised agents covering the full discovery pipeline, from source ingestion through to persona-specific output and export.
Source Connector Agent
- Connects to SharePoint, Confluence, JIRA, ServiceNow, Git, Figma, Email, Teams, and cloud drives
- Ingests all formats, PDF, Word, code, audio, video, images, spreadsheets
- REST API connectors for proprietary and custom enterprise systems
- Multi-language ingestion, English, Spanish, French, German, Japanese, Chinese, and more
Discovery & Mining Agent
- AI-driven extraction of business rules, decision trees, and process logic
- Architecture pattern recognition from legacy code, configs, and documentation
- Dependency mapping, identifies system relationships and integration points
- Gap analysis, surfaces missing requirements, undocumented flows, and ambiguities
Generation Agent
- Auto-generates user stories with acceptance criteria from raw requirements and meeting notes
- Test case generation with edge cases, coverage analysis, and traceability mapping
- Architecture diagrams, sequence diagrams, ER diagrams, and BPMN process flows
- Story dependency mapping and complexity estimation for project planning
Collaboration Agent
- Routes outputs to the right persona, Technical, BA, PM, QA views from the same knowledge base
- SSO integration with Azure AD, Okta, and Google Workspace, login once, access propagated
- Role-based access control with workspace isolation and data visibility rules
- Full audit trail, who accessed what, when, and what they exported
Key Capabilities
Connect to Any Source
Hub-and-spoke integration with 10+ enterprise platforms — SharePoint, JIRA, Confluence, Git, Figma, Email, Teams, ServiceNow, and cloud drives.
Export Anywhere
Push outputs to PDF, Excel, PowerPoint, JIRA (stories and test cases), Confluence (pages), or download diagrams as SVG/PNG — in one click.
Accept Any Format
PDF, Word, code (Java, Python, ABAP), audio recordings, video walkthroughs, images, spreadsheets — every format ingested and understood.
Multi-Persona Intelligence
Technical, BA, PM, and QA personas each get a tailored view — architecture docs, user stories, scope reports, and test cases from the same knowledge base.
