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Decision Intelligence / Optimization

Production Planning & Process Optimization Platform

One system for manufacturing decisions: planning, constraints, optimization and process intelligence.

At a Glance

DomainDecision Intelligence / Optimization
StatusCompleted
YearTo be confirmed
OrganisationEspandar Civil Industries Co.
AccessPublic

Overview

An advanced manufacturing decision-support platform integrating production planning, operational constraints, optimization models, process intelligence, and AI-driven decision support.

Challenge

In production planning, a decision has to weigh capacity, orders, inventory, time, quality and process constraints at once. When that information is scattered, planning is slow and correcting a decision is expensive.

Solution

The platform brings the key planning data and constraints into one environment and uses optimization models to put workable scenarios in front of the decision team. The aim is not to replace human judgement; it is to make the decision clearer and faster.

Architecture

  1. 01

    Planning Data

    Orders, capacity, inventory and process records in one place.

  2. 02

    Constraints

    The limits a plan has to respect, made explicit.

  3. 03

    Optimization Model

    Searches for plans that satisfy the constraints.

  4. 04

    Scenarios

    Workable alternatives the team can compare.

  5. 05

    Decision

    The planner chooses, with the reasoning recorded.

Scheduling

Unoptimized schedule
Optimized schedule
A schematic, not plant data. It shows the shape of the change and nothing else: the same blocks of work, reordered against their constraints until the idle gaps between them close. Every block keeps its width, because optimization rearranges work rather than shortening it. No duration, quantity, or improvement is stated — none has been verified.

My Contribution

Led the design and development of the platform as R&D Manager.

Product & Demo

A live system exists and is operated privately. Access is arranged on request.

Results

No verified outcome figures are published for this project yet. Nothing is estimated or reconstructed here — verified results will be added once they are confirmed.

Technologies

  • Optimization models
  • Production planning
  • Process intelligence
  • AI decision support

Research

A research output is associated with this project. Its publication status is not yet confirmed and is therefore not stated here.

Complex systems deserve intelligent solutions.

Engagements usually start with a narrow, well-defined operational problem and grow from there.