AI-Powered Scheduling

AI that builds and manages your production schedule — jobs, changeovers, and maintenance included.

Not just another calendar view. Essembi's AI sequences every job, slots in every changeover, and works around every maintenance window automatically, so your team reviews a finished plan instead of building one from scratch every morning.

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One Calendar

Every team's work, on one calendar.

Stop stitching a plan together from jobs in your ERP, maintenance in a separate system, and changeovers tracked ad-hoc on the floor. Production jobs, changeovers, and maintenance work orders all share one calendar, packed edge to edge across every shift, so a conflict shows up as a scheduling problem, not a surprise on the line. It's built for multi-step production too — a bulk job on one line flows straight into the finished-pack job that consumes it, on the same view.

Blending Room #1

#2026-12511 BK-1042 · 200 kg XC #2026-12518 BK-1043 · 160 kg

Compression Room #1

Filler Calibration PM #2026-12530 BK-2007 · 500,000

Pack #2

#2026-12541 PK-3011 · 4,200 btl XC #2026-12547 PK-3012 · 10,000 btl

Production Job Changeover Maintenance

AI Scheduling

Let AI Optimize the Schedule

Essembi's AI sequences every job against the rules that actually govern your plant — allergen changeovers, color changeovers, job priority, and more — to minimize changeover time and get the most important work done first. It builds a full what-if schedule for your team to review, not one that gets applied automatically. Every rule is configured in Essembi scripting with an AI editor, so tuning your logic never means waiting on a developer ticket.

Real-Time Re-Optimization

When a job runs slow, let AI shift the rest of the day.

See actual run rate against plan while a job is still running. When a line falls behind, ask AI to shift the downstream jobs and re-optimize the rest of the schedule automatically instead of manually re-working every box on the calendar by hand.

Built-In Guardrails

Catch a broken rule before the job starts, not after.

Every job on the calendar gets checked against your own rules as it's scheduled — allergen sequencing, changeover minimums, tooling requirements. When one is violated, the block itself gets flagged right on the calendar, so your scheduler catches it while there's still time to fix it instead of finding out when the line stops.

Connected Data

The schedule starts with real data, not re-typed data.

Jobs, due dates, priorities, and routing steps sync in automatically from your ERP and other systems, so the schedule your team builds from is always current. No exporting spreadsheets, no re-keying a job twice, no schedule that's already stale by the time it's published.

Built With Essembi Scripting

Write the rules your AI scheduler follows.

Every rule the AI respects — which lanes a category can run on, how priority is ranked, allergen sequencing, changeover minimums — is defined in Essembi scripting: a JavaScript-like language built for the platform, with scheduling-specific functions already built in. An AI editor helps you write and debug the logic, so extending your rules never means waiting on a developer ticket.

AI Scheduler.essembi

// Which selected lanes a Formula Category may run on
const CATEGORY_LANE_PATTERNS = {
    "Compression": ["compression"],
    "Blend": ["blending"],
    "Pills": ["pack"],
    "Chews": ["pack"]
};

// Numeric rank for a priority string ("1 - Critical" -> 1)
function priorityRank(priority) {
  const match = /^\s*(\d+)/.exec(priority || "");
  return match ? parseInt(match[1], 10) : 99;
}

AI Editor Built In JavaScript-Like Syntax

The Bigger Picture

Outside of the day-to-day, a scheduler using Essembi is free to focus on forward-looking work like supply chain planning — instead of re-running the scheduling olympics every morning.

Interactive Product Tour

See AI scheduling in action.

Built For The Way Your Floor Runs

A calendar that works the way your floor does.

Every plant schedules a little differently. The calendar itself adapts instead of forcing your team into someone else's workflow.

Configurable Timeline

Zoom the calendar to hours, shifts, or weeks to match how long your jobs actually run.

Drag & Drop Scheduling

Pull any unscheduled job straight from the queue onto the calendar.

Paint Changeovers & Maintenance

Click straight into the calendar to add a changeover or maintenance work order without leaving the schedule.

Drill Into Any Job

Click any block on the calendar to see full job details without switching screens.

Resize With A Drag

Grab the edge of any job and drag left or right to adjust its planned start or finish time in place.

Filter Your View

Filter the calendar by line, category, or shift to focus on exactly what you need.

Full Plant Visibility

Every step of a multi-step process, one calendar.

See every production level — bulk, blending, compression, or packaging — on a single calendar without switching tools
Follow a batch from the bulk job that makes it straight through to the finished-pack job that consumes it
Drill into any job directly from the schedule for full production context

In progress Finished good Depends on the step before it

AI that builds and manages your production schedule — jobs, changeovers, and maintenance included.

Every team's work, on one calendar.

Let AI Optimize the Schedule

When a job runs slow, let AI shift the rest of the day.

Catch a broken rule before the job starts, not after.

The schedule starts with real data, not re-typed data.

Write the rules your AI scheduler follows.

See AI scheduling in action.

A calendar that works the way your floor does.

Configurable Timeline

Drag & Drop Scheduling

Paint Changeovers & Maintenance

Drill Into Any Job

Resize With A Drag

Filter Your View

Every step of a multi-step process, one calendar.

Every other capability in Essembi.

Production

Quality

Maintenance

Team Engagement

Safety

Vision

AI

Smart Data Capture

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