Question
Ask naturally
Start with plain language and keep context through follow-ups.
AI-First Design
Ask. Inspect. Act.
AI grounded in data, evidence, and workflow.
Mach5 appdata, AI, action
Data
all the signals your app needs
AI
answers, visuals, and next steps
Workflow
trusted action
Experience
beautiful dashboards and investigations
AI workbench
Your question becomes the interface.
Mach5 lets people and agents ask, pivot, visualize, create, and act without leaving the app context.
Answer
Get artifacts
Return tables, charts, timelines, and evidence — not just summaries.
Create
Generate resources
Turn intent into dashboards, notebooks, workflows, and app views.
Action
Run workflows
Move from answer to approved action with clear records.
Ask
Natural questions.
Use plain language to search, summarize, visualize, and follow up across app data.
Inspect
Evidence included.
Every answer can return tables, charts, rows, citations, and the query path behind it.
Build
Resources on demand.
Generate dashboards, notebooks, workflows, and app resources from the work in front of you.
Act
Controlled execution.
Run workflow actions with permissions, approvals, ownership, and records built in.
Agent-ready by design
One workbench. Shared controls.
Mach5 connects agents to the same data, tools, resources, and workflows people use — with permissions and review paths built in.