Agentic AI for enterprise operations

Bring your data. Build a dashboard. Automate the workflow.

AiOn connects to your ERP, HRIS, financial, WMS, MRP, and warehouse systems. Ask a question, get a working dashboard in minutes, then let agents keep the workflow running on your behalf.

Bring your data Dashboards in minutes Workflows that run themselves
AiOn / Operations Agent Live
Why are we below labor standards this week?
I joined WMS task data, engineered standards, and shift rosters. 3 zones below standard, 47 SKUs flagged for re-slotting.
Sources joined4 systems
DashboardPublished
Zones flagged3 of 8
WorkflowScheduled
Brief zone leads each morning and auto-flag slotting wins.
Done. I'll send the 6 AM briefs, publish the slotting plan, and escalate gaps unresolved after 3 days.
Connected Sources
WMS · tasks, slotting LMS · engineered standards HRIS · rosters, time Sensors · travel, idle
Mins
from question to live dashboard. Workflows wake up and run on their own.

Trusted by enterprise operations leaders

Kellanova
Church & Dwight
Hain Celestial
CJ Logistics
ID Logistics
Ryder
The Wonderful Company
Holman Logistics
The shape of the work

Dashboards show the work. Agents do the work.

Operations data lives across a dozen systems. AiOn brings it together, gives you a working dashboard in minutes, and turns the recurring decisions and follow-ups into agents that run on their own.

01 / Bring your data

Connect every system that runs the business.

ERP, HRIS, financial, WMS, MRP, data warehouse, spreadsheets, documents, and APIs. AiOn maps the schema, joins messy sources, and learns your definitions so it does not start from zero each time.

Connected context
02 / Build a dashboard

Working apps in minutes, not BI quarters.

Ask a question in plain English. AiOn writes the analysis, builds the dashboard, drafts the workbook, and ships the app. Lock the math into a source-of-truth procedure so every team uses the same numbers.

Apps, reports, workbooks
03 / Automate the workflow

The agent wakes up and follows through.

Triggers, memory, and escalation rules turn a one-time view into a recurring workflow. The agent checks the metric, briefs the right person, captures responses, and escalates when the work stalls.

Triggers and follow-up
Data sources

Connect anything you already use.

Files, live cloud folders, governed warehouses, or custom drops — AiOn pulls from where the data actually lives. No data project prerequisite, no ETL waiting room.

01 / Ad-hoc files

Spreadsheets and exports.

Drop in CSVs, Excel workbooks, PDFs, and JSON. AiOn parses, joins, and audits them on the way in.

CSVExcelPDFJSON
02 / Live cloud sources

Drive folders and shares.

Connect a folder once. AiOn keeps reading the latest version so dashboards and workflows stay current.

Google DriveSharePointOneDriveDropbox
03 / Data warehouses

Your governed source of truth.

Read directly from the warehouse with user-scoped access. AiOn writes the joins, audits the data, and ships the dashboard.

SnowflakeBigQueryDatabricksRedshift
04 / Custom integrations

APIs, SFTP, and beyond.

Bring data through any pipe you already run — REST APIs, SFTP drops, scheduled CSV imports, or direct DB connections.

REST APISFTPCSV importWebhook
How it works

From scattered systems to a running workflow.

AiOn gives operations teams the same leverage software teams get from coding agents: a way to delegate complex, multi-step work instead of touching every spreadsheet, dashboard, email, and follow-up by hand.

Investigation Labor Standards

Ask AiOn about your operations.

Plain English questions. Across every system you've connected.

Productivity vs standard Slotting opportunities Zone performance OTIF root cause
you · 06:14

Find productivity gaps

aion · 06:14

Pulling task transactions, engineered standards, slotting, and shift rosters. I'll surface zones missing standard.

Querying WMS task transactions wms.tasks
Joining engineered standards lms.standards
Computing rate variance by zone smart_procedure
aion · 06:15

3 zones below standard. Top driver: travel time from poor slotting in Zone B. /labor-standards is live.

/ labor-standards Live
Rate vs standard 78.4% ▼ 6.1 pts wk/wk
Zones missing 3 of 8 Zone B, D, F
Slotting wins 47 SKUs to relocate
Zone Function Rate Variance
Zone B Picks 72.1% −14.4%
Zone D Putaway 81.4% −8.6%
Zone F Replen 79.2% −10.8%
aion · 06:16

Want me to brief zone leads each morning and auto-flag slotting wins?

Daily · 6:00 AM · before shift start Active
  • 06:01 Brief sent to Sarah Chen · Zone B lead
  • 06:02 Slotting plan published · 47 SKUs
  • 06:05 ! Escalated to Jay Patel · Zone B 3 days unresolved
Use cases

Start with the work that crosses systems.

The hardest questions in operations live between systems. AiOn joins ERP, HRIS, financial, WMS, and MRP context so the answer — and the follow-through — can finally come from one place.

Finance · ERP

Margin leakage across the order book.

Combine ERP orders, vendor cost, and freight charges to surface SKUs and customers eroding margin. The agent briefs category owners weekly and tracks resolution.

Outcome: a recurring margin review without the analyst sprint.
Workforce · HRIS

Labor cost and attendance trends.

Join HRIS rosters, time and attendance, and operational throughput to see overtime, attrition, and productivity drift — site by site, role by role.

Outcome: leaders manage the trend, not the spreadsheet.
Supply chain · MRP

Demand, inventory, and ABC drift.

Reconcile MRP demand, on-hand inventory, and actual draws to refresh ABC classifications and flag stockout risk before it hits the floor.

Outcome: planning decisions move with the data, not behind it.
Operations · WMS

OTIF and exception management.

Bring shipment, order, and exception data together to track on-time-in-full, route the right alert, and capture root cause without three screens and a meeting.

Outcome: exception handling becomes a repeatable workflow.
Customer portals

Self-serve visibility, no software project.

Spin up customer- or executive-facing apps for order status, inventory, KPIs, and SLA tracking — built from the same governed data the rest of the business uses.

Outcome: stakeholders get answers without pinging the team.
Compliance · controls

Policy, approval, and audit monitoring.

Watch for unauthorized adjustments, missing approvals, or out-of-policy activity across systems. The agent alerts only when a rule is broken — with the evidence attached.

Outcome: daily manual checks become automated exception handling.
Operating model

A small team builds. Everyone uses.

AiOn is not about turning every employee into a chatbot user. A handful of power users delegate work to the agent, build the apps and workflows, and publish them to broad teams. Everyone else consumes the finished tools — no prompts, no models, no tokens to think about.

Builder
Operations, finance, HR, supply chain, BI, or site leaders create dashboards, procedures, automations, and artifacts in plain English.
Agent
AiOn performs the work with governed tools, user-scoped access, memory, triggers, and inspectable analysis code.
Viewer
Managers, executives, customers, and frontline teams use the resulting app, portal, scorecard, workbook, or workflow.
Loop
The agent logs what happened, remembers responses, updates the target view, and escalates unresolved issues.
Control surface

The control a generic AI agent can't give you.

General-purpose agents like Claude Code or Cowork are powerful tools for engineers in a sandbox. AiOn is built for enterprise operations — your roles, your systems, your audit trail, and your locked business logic. The differentiation is the control surface around the agent, not just the model behind it.

app.onetrack.ai / control surface Enterprise-ready
CapabilityAiOnGeneric agent
Inherits your existing roles and site permissionsYesNo
Pre-built connectors to ERP, HRIS, WMS, MRPYesDIY
Source-of-truth procedures everyone usesYesNo
Memory scoped to your org and usersYesPer session
Audit log of every query, artifact, and actionYesNo
Approval gates before external actionYesManual
Customer data isolated from public modelsYesVaries
The point
Stop asking the agent for another report. Ask what action it can take for you.
The shift from dashboards to autonomous workflows
Common questions

The objections are practical. So is the answer.

AiOn is built for enterprise teams with messy data, strict permissions, real workflows, and no patience for AI theater.

Is this just a chatbot?

No. Chat is one interface. AiOn can build apps and dashboards, write analysis code, generate artifacts, hold memory, provision triggers, and run recurring workflows on its own.

How fast is "in minutes" really?

From a connected source to a working dashboard typically takes minutes, not weeks. Refinement happens in conversation. Most workflows are live in days, not BI quarters.

Does the data need to be perfect first?

No. AiOn explores messy tables, files, spreadsheets, and documents, audits anomalies on the way in, and builds a clean working model over time.

How do we make calculations repeatable?

Reviewed logic becomes a smart procedure or skill. The agent references the locked definition instead of reinterpreting the math each time, so every team uses the same numbers.

What systems does it work with?

Four ways in: ad-hoc files (CSV, Excel, PDF), live cloud folders (Google Drive, SharePoint), data warehouses (Snowflake, BigQuery, Databricks), and custom pipes (REST API, SFTP, scheduled imports). If you can get to the data, AiOn can use it.

Does it replace our existing systems?

No. AiOn is the application and agent layer that sits on top of the systems you already run. Your systems of record stay where they are.

Get started

Bring your data. We'll do the rest.

Pick a real question: a BI backlog item, a recurring report, an exception workflow, or a metric no one has time to chase. We'll connect your systems, build the dashboard, and stand up the workflow live with you.