The AI-native decision layer
for manufacturing

The AI-native decision layer for manufacturing

The AI-native decision layer for manufacturing

Harumi turns your operational rules into optimized decisions across production, inventory, supply chain, and S&OP, connected to your ERP.

KPMG logo

The challenge

The challenge

Complex operations need decisions that account for the whole picture.

Everything is connected

Delivery commitments, production capacity, material availability, and inventory targets are interconnected. A change in one can affect the entire plan.

Trade-offs, made by hand

Your teams navigate those trade-offs every day, relying on system data, spreadsheets, and years of operational experience.

One plan that reflects reality

We bring those inputs together to implement optimization solutions that reflect how your business actually operates.

Customer proof

Customer proof

Measurable results on the factory floor

At AFM, Harumi automated production sequencing around capacity, setups, and delivery commitments.

100%

Reduction in manual planning time

Reduction in manual planning time

We automate production planning and save your time. No more manual planning on spreadsheets.

We automate production planning and save your time. No more manual planning on spreadsheets.

38%

Reduction in production delays

Ensure that your company is delivering everything on time.

11%

Reduction in machine setup time

More output from the same resources by reducing setup time.

AFM · Production sequencing

Read the AFM case study

Industries

Built for the way your industry plans.

Automotive

Keep high-mix lines running on time while demand, suppliers and model mix keep shifting.

Typical problems

Sequencing mixed-model lines while protecting just-in-time delivery windows

Planning capacity across shifts, tooling and suppliers when demand changes weekly

Keeping component inventory lean without risking line stoppages

What Harumi optimizes

Line sequencing and production scheduling

Capacity and shift planning

Material requirements and supplier allocation

Automotive production line

Automotive

Keep high-mix lines running on time while demand, suppliers and model mix keep shifting.

Typical problems

Sequencing mixed-model lines while protecting just-in-time delivery windows

Planning capacity across shifts, tooling and suppliers when demand changes weekly

Keeping component inventory lean without risking line stoppages

What Harumi optimizes

Line sequencing and production scheduling

Capacity and shift planning

Material requirements and supplier allocation

Automotive

Keep high-mix lines running on time while demand, suppliers and model mix keep shifting.

Typical problems

Sequencing mixed-model lines while protecting just-in-time delivery windows

Planning capacity across shifts, tooling and suppliers when demand changes weekly

Keeping component inventory lean without risking line stoppages

What Harumi optimizes

Line sequencing and production scheduling

Capacity and shift planning

Material requirements and supplier allocation

What we solve

Better decisions across your manufacturing operations.

Better decisions across your manufacturing operations.

Production Planning, Scheduling & Control

Connect production planning, capacity, scheduling, and shop floor execution to improve throughput, reduce costs, and deliver more with the resources you already have.

Supply Chain & Inventory

Connect inventory, procurement, supplier, and replenishment decisions to increase service levels, reduce shortages, and create a more resilient supply chain.

Demand and Commercial Planning

Turn forecasts into confident decisions. Anticipate demand, align production and inventory, and make faster decisions with AI, analytics, and optimization.

How it works

From operational knowledge to a working solution.

From operational knowledge to a working solution.

We combine manufacturing expertise, mathematical optimization, and AI to turn your team’s requirements into solutions your planners can use.

We combine manufacturing expertise, mathematical optimization, and AI to turn your team’s requirements into solutions your planners can use.

01

Your team + Harumi

Define the decision and the goal

Our manufacturing specialists work with your team to understand the challenge, establish a baseline, and agree on the outcomes that matter.

02

Your team + Harumi

Connect your data and operational rules

We bring together your existing systems, constraints, priorities, and the practical knowledge your team uses every day.

03

Harumi

Build with AI. Validate with experts.

AI accelerates development. Our operations research specialists test the model and validate its results with your team.

04

Harumi

Deploy and evolve with your operation

We deliver a solution your planners can use, then improve it as your business changes, preserving the rules and knowledge captured along the way.

The daily experience

Give your team a clearer path from planning to action.

Generate optimized plans

Reduce manual planning work with recommendations built around your operating constraints and business objectives.

Evaluate alternatives

Compare scenarios to understand how changes in demand, resources, or priorities affect your results.

Respond to disruptions

Update inputs and generate revised plans when material shortages, equipment availability, or customer requirements change.

Understand the trade-offs

Explore results and explanations so your team can assess recommendations before acting.

Fit to your plant

Harumi

Built on your plant’s real rules, by AI and OR experts

ERP / APS suites

Generic logic, bent to fit through months of configuration

OR platforms

Only if you employ expert modelers

Consultancies

Custom, at project prices

Time to value

Harumi

Reuses proven models; can deploy in an hour once data is ready

ERP / APS suites

Long, costly implementation projects

OR platforms

Hire specialists first

Consultancies

Slow to deploy

Plan quality

Harumi

Optimized across millions of scenarios, every replan

ERP / APS suites

Fixed rules and heuristics

OR platforms

Optimal, if you can build it

Consultancies

Optimal on handover day

After go-live

Harumi

Maintained by Harumi as your plant changes

ERP / APS suites

Every change is an IT request

OR platforms

Your team maintains the code

Consultancies

Value decays when they leave

Cost

Harumi

One recurring fee, implementation included

ERP / APS suites

License plus integration project

OR platforms

License plus specialist salaries

Consultancies

Expensive project fees

Fit to your plant

Harumi

Built on your plant’s real rules, by AI and OR experts

ERP / APS suites

Generic logic, bent to fit through months of configuration

OR platforms

Only if you employ expert modelers

Consultancies

Custom, at project prices

Time to value

Harumi

Reuses proven models; can deploy in an hour once data is ready

ERP / APS suites

Long, costly implementation projects

OR platforms

Hire specialists first

Consultancies

Slow to deploy

Plan quality

Harumi

Optimized across millions of scenarios, every replan

ERP / APS suites

Fixed rules and heuristics

OR platforms

Optimal, if you can build it

Consultancies

Optimal on handover day

After go-live

Harumi

Maintained by Harumi as your plant changes

ERP / APS suites

Every change is an IT request

OR platforms

Your team maintains the code

Consultancies

Value decays when they leave

Cost

Harumi

One recurring fee, implementation included

ERP / APS suites

License plus integration project

OR platforms

License plus specialist salaries

Consultancies

Expensive project fees

Fit to your plant

Harumi

Built on your plant’s real rules, by AI and OR experts

ERP / APS suites

Generic logic, bent to fit through months of configuration

OR platforms

Only if you employ expert modelers

Consultancies

Custom, at project prices

Time to value

Harumi

Reuses proven models; can deploy in an hour once data is ready

ERP / APS suites

Long, costly implementation projects

OR platforms

Hire specialists first

Consultancies

Slow to deploy

Plan quality

Harumi

Optimized across millions of scenarios, every replan

ERP / APS suites

Fixed rules and heuristics

OR platforms

Optimal, if you can build it

Consultancies

Optimal on handover day

After go-live

Harumi

Maintained by Harumi as your plant changes

ERP / APS suites

Every change is an IT request

OR platforms

Your team maintains the code

Consultancies

Value decays when they leave

Cost

Harumi

One recurring fee, implementation included

ERP / APS suites

License plus integration project

OR platforms

License plus specialist salaries

Consultancies

Expensive project fees

Fit to your plant

Harumi

Built on your plant’s real rules, by AI and OR experts

ERP / APS suites

Generic logic, bent to fit through months of configuration

OR platforms

Only if you employ expert modelers

Consultancies

Custom, at project prices

Time to value

Harumi

Reuses proven models; can deploy in an hour once data is ready

ERP / APS suites

Long, costly implementation projects

OR platforms

Hire specialists first

Consultancies

Slow to deploy

Plan quality

Harumi

Optimized across millions of scenarios, every replan

ERP / APS suites

Fixed rules and heuristics

OR platforms

Optimal, if you can build it

Consultancies

Optimal on handover day

After go-live

Harumi

Maintained by Harumi as your plant changes

ERP / APS suites

Every change is an IT request

OR platforms

Your team maintains the code

Consultancies

Value decays when they leave

Cost

Harumi

One recurring fee, implementation included

ERP / APS suites

License plus integration project

OR platforms

License plus specialist salaries

Consultancies

Expensive project fees

Data sources

Data sources

Connect your data. Power every decision.

Securely connect Harumi to the systems and files your operation already uses, giving your optimization models access to the data they need.

Run your numbers

How much could optimization save your operation?

Tell us a few things about your plants and planning team. We’ll estimate the annual savings operations research can unlock.

Tell us a few things about your plants and planning team. We’ll estimate the annual savings operations research can unlock.

$1.5B
4
12
20 h/wk
30 h/wk
$200M
With Harumi
Estimated annual savings$15.5Mper year
Based on results from optimization projects in metallurgy & steel. Your actual savings depend on your data and constraints.Book a demo
$1.5B
4
12
20 h/wk
30 h/wk
$200M
With Harumi
Estimated annual savings$15.5Mper year
Based on results from optimization projects in metallurgy & steel. Your actual savings depend on your data and constraints.Book a demo

Customers stories

Use cases

Projects where we delivered results

Projects where we delivered results

Learn how our clients plan, grow, operate, and scale more efficiently.

Learn how our clients plan, grow, operate, and scale more efficiently.

“

Before Harumi, our planning routine took a lot of time and, even so, it was difficult to understand why production wasn’t progressing as expected. Today, with real visibility into capacity, setups, and bottlenecks, we’re able to plan with confidence, reduce rework, and ensure more predictable deliveries.”

Before Harumi, our planning routine took a lot of time and, even so, it was difficult to understand why production wasn’t progressing as expected. Today, with real visibility into capacity, setups, and bottlenecks, we’re able to plan with confidence, reduce rework, and ensure more predictable deliveries.”

Before Harumi, our planning routine took a lot of time and, even so, it was difficult to understand why production wasn’t progressing as expected. Today, with real visibility into capacity, setups, and bottlenecks, we’re able to plan with confidence, reduce rework, and ensure more predictable deliveries.”

Nélio Cordeiro
Production Planning & Control Coordinator, AFM

Contact

Contact

Where could better planning make the biggest difference?

Where could better planning make the biggest difference?

Tell us your planning challenges. We’ll explore how Harumi can solve them.

Tell us your planning challenges. We’ll explore how Harumi can solve them.

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