Mach5 Platform

Build data apps for the AI era.

Connect data. Ask questions. Automate work.

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Prompt-to-app canvas showing Mach5 generating a dashboard, workflow, data model, and notebook from a user prompt

One

place for data, AI, dashboards, workflows, and apps.

Fast

search and analytics across massive, messy, high-value data.

Trusted

action paths for people, agents, and automated workflows.

Platform overview

Four layers. One app experience.

Mach5 brings together the pieces teams usually stitch across separate systems: a fast data engine, clear findings, reliable workflows, and an app framework for packaging the work.

Data Engine

Query anything.

Mach5 brings search, analytics, federation, and fresh context into one engine so people and agents can ask better questions without switching systems.

Data sources flowing into the Mach5 data engine

Search structured and unstructured data from one place.

Work across object stores, streams, warehouses, OpenSearch, and external systems.

Keep important facts close so high-value workflows stay fast.

Signals & Findings

See what matters.

Mach5 helps teams turn noisy data into trusted signals, rich context, and workflow-ready outcomes.

Show evidence, confidence, and related context behind every finding.

Move high-value findings into team workflows without hiding the raw data.

Refine signals as new data, patterns, and risks appear.

Workflows

Act with confidence.

Mach5 turns decisions into reliable workflows with approvals, notifications, handoffs, and clear status.

A workflow moving from detection to action

Put people in the loop for sensitive decisions.

Trigger tickets, updates, notifications, and follow-ups from one place.

Let long-running work resume, retry, and report progress clearly.

Data App Framework

Ship complete apps.

Mach5 apps bundle data, interface, intelligence, and workflow for a job — ready to install, test, improve, and share.

Dashboards, workflows, prompts, and data packaged into an app bundle

Ship dashboards, prompts, workflows, guardrails, and demo data together.

Review, install, and upgrade apps cleanly.

Build locally, validate quickly, and promote with confidence.

Build

Create complete apps

Bring the data, dashboards, prompts, logic, workflow, and ownership for a job into one polished experience.

Operate

Run trusted workflows

Give teams and agents clear paths to investigate, decide, approve, and act.

Scale

Grow without glue

Connect the systems you already use and keep data apps fast as data and workflows expand.