Apps 101

The useful board doesn't stay generic.

A prompt can make a clean SQDC template. A useful app changes shape around this factory, this shift, and what happens next.

Same request. Different app.

prompt:Build a daily management board for our factory.

Inspect what makes it operational

Select a layer

Choose a layer to see how the app changes around the operation, not just the data inside it.

N

Generic Daily Management

Site A · All shifts

Prompt output
Daily huddleTrends & actions

Board

SQDC

Status

4 metrics

Updated

Monday

SSafety
Status

14 days

vs target

View detailOpen
QQuality
Status

2.8%

vs target

View detailOpen
DDelivery
Status

82%

vs target

View detailOpen
CCost
Status

+6.4h

vs target

View detailOpen

Discuss in huddle

2 items
Quality is below targetUnassigned
Delivery needs attentionNo due date

Looks complete. Still needs interpretation.

N

Sheet Metal Standup

Fabrication · 1st shift · refreshes every 5 min

Fitted to the work
StandupQueue & actions

Safety days

381

No recordable

Month

$1.39m

Goal $3.39m

Today's goal

Protect the 2CN run and clear rework

Quality issues

3 open

First-piece hold · WO-18421 · Laser 2

Work queue & scrap

The huddle follows the machines, not the acronym.

Laser 2

Job age

26316

Scrap

7

Brake 1

Job age

944

Scrap

1

Router

Job age

18126

Scrap

3

Late-to-start trend

Last 30 days

+18%

Action tracker · 3 open

Quality decision due before the next job releases.

ERP + shift log · live

WO-18421 is at risk on Laser 2

Material is ready. First-piece approval is holding the job.

M. Chen · QualityDue 10:15

Built around this team's queues, rules, and next decisions.

One context. Three apps.

Each use case teaches the next.

The first app does more than solve one problem. It leaves behind shared operational context that the next app can use.

01

Daily Management

Turn the morning huddle into owned action.

Teaches the foundation
Sites, work centers, shifts, owners, metrics, and escalation rules
02

Tool Checkout

Know who has each tool and whether it is ready.

Reuses
Sites, people, roles, and permissions
Adds
Tools, calibration status, and return rules
03

Shortage Escalation

Surface the shortage that can move today’s schedule.

Reuses
Jobs, work centers, owners, and escalation paths
Adds
Parts, suppliers, commitments, and recovery options

The fifth app is cheaper than the first.

Apps flow from context.

Your people bring the problem, the exceptions, and the judgment. myai helps them turn that understanding into a working app without first becoming app developers.

The result is not a prettier dashboard. It is a stronger foundation for the next decision, use case, and site.