Mach5 Data Apps
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Mach5 unifies data, search, workflows, dashboards, and AI agents in one elegant platform — so your team can go from raw signal to trusted action without stitching tools together.
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Prompt
Ask for an app, workflow, or answer
AI-native
mach5> Build an operations dashboard from warehouse incidents with KPIs, SLA trend, and an analyst drilldown.
mach5> Create a workflow that routes critical incidents for approval and posts the summary to Slack.
mach5> What are the top 5 harmful commands that were run by my coding agent?
mach5> Chart harmful command activity by agent and hour for the last 24 hours.
Mach5 is building
reading dataplanninggeneratingready
Understand promptIntent + data
Plan resourcesModels + actions
Generate outputUI + query
Generated dashboard
Operations Dashboard
KPIs, SLA trend, and incident drilldown.
Live
Data model
incident_idstring
severityenum
owneruser
Drilldown
SELECT owner, severity, sla_due_at
→ dashboard + filters
Generated workflow
Critical Incident Approval
Route, approve, and notify from one trusted flow.
Workflow
✓
Trigger
Critical incident opened
✓
Enrich
Attach owner, SLA, evidence
✓
Approve
Manager approval required
✓
Notify
Post summary to Slack
Action inputs
incident_idrequired
approveruser
slack_channeltext
Answered from data
Top 5 harmful coding-agent commands
Ranked by risk and observed execution count.
Table
Command patternRunsRisk
rm -rf /...12High
curl ... | sh9High
chmod -R 7777Med
git clean -fdx6Med
sudo tee /etc/...4Med
Answered as a chart
Harmful commands by hour
Activity grouped by coding agent over the last 24 hours.
Chart
00:0006:0012:0018:00Now
agent-build-7agent-refactor-2