Dynamic Factory Floor & Line Constraint Optimization

Infinite operational constraints. One synchronized master schedule.

Shift changes, raw material delays, machine breakdowns, and rush orders disrupt static spreadsheets in minutes. Eliama Dahlia dynamically re-sequences your production floor in real time, orchestrating machines, tooling, labor, and inventory to maximize throughput.

10–25% Increase in Factory Output & Throughput
35% Reduction in Setup and Changeover Hours
98%+ On-Time In-Full (OTIF) Delivery Reliability
< 60 Seconds Real-Time Dynamic Rescheduling Latency

Ingest Demands & Delays

  • ERP Sales Orders
  • Supplier Stock Delays
  • Asset Downtime (Protea)

Dahlia Constraint Engine

  • Machine Tooling Constraints
  • Skilled Labor Certification
  • Energy Tariff Peak Shaving

Real-Time Floor Dispatch

  • Dynamic Line Sequencing
  • Automated Changeover Steps
  • MES Execution Tickets
CORE CAPABILITIES
01

High-Dimensional Constraint Solving

Models hard constraints — tooling compatibility, operator certifications, thermal cure times, line capacities — alongside soft constraints: minimizing setup washouts, prioritizing high-margin accounts, avoiding peak-hour energy tariffs.

02

Self-Healing Floor Rescheduling

When an unexpected event happens — an injection mold cracking, a raw material delivery missing its slot — Dahlia re-optimizes the plant schedule in under a minute, re-routing jobs to parallel lines while protecting downstream OTIF deadlines.

03

Changeover & Setup Matrix Compression

Dahlia clusters production runs by shared attributes — color profiles, packaging sizes, alloy compositions, chemical cleanliness thresholds — directly slashing hours wasted on sanitation and mechanical retooling.

04

Human-in-the-Loop Operational Cockpit

Floor managers maintain complete governance. Dahlia provides what-if scenario previews — displaying the cost, throughput, and delivery impacts of competing schedules — requiring explicit manager sign-off before dispatching tickets to the MES.

TECHNICAL ARCHITECTURE

Linking FloraOS to legacy ERPs and Kervalt.

PRESENTATION LAYER

Eliama Executive Cockpit
Field Dispatch (Mobile)
Kervalt Sovereign UI

AGENTIC FABRIC & SOLVER ENGINE — FLORAOS

Eliama Protea Reliability / Anomaly Inference Models
Eliama Dahlia MILP / Heuristic Constraint Solvers
Kervalt Sovereign Tri-Engine Context Vault: Tafari, Griot, Elimu

POLICY & AUDIT GOVERNANCE ENGINE — Deterministic Verification · Role-Based Human Approval Gates

FLORAOS ENTERPRISE ONTOLOGY

Unified Semantic Graph: Equipment ⇄ Work Orders ⇄ Materials ⇄ Suppliers ⇄ Sensor Runs

BIDIRECTIONAL INTEGRATION RUNTIME — CONNECTORS

ERP & Business Core SAP S/4HANA & ECC (BAPI / OData / IDoc) MS Dynamics 365 (Dataverse) SAP Event Mesh Streaming
OT, SCADA & Industrial Telematics OPC UA / MQTT Industrial Gateways Time-Series Historians (OSIsoft PI, Timescale) MES Systems (Siemens Opcenter, Rockwell)

The FloraOS Semantic Layer

FloraOS avoids point-to-point synchronization and brittle ETL pipelines by establishing a model-driven semantic ontology. Operational reality is mapped into unified digital entities — Asset, Batch, WorkOrder, ProductionConstraint, MaterialSKU, SupplierContract. When Protea detects an anomalous vibration, it does not see an isolated float value: it associates that signal with the asset, reads its active batch, checks work-order history, and alerts the certified technician on duty.

Bidirectional ERP & OT Connectors

SAP S/4HANA and ECC are read via NetWeaver RFCs, OData v4 and SAP Event Mesh, and written through transactional BAPIs that stage draft actions — no change touches production ledgers without passing SAP validation schemas. Dynamics 365 syncs via Dataverse webhooks and OData batch writeback for human review. On the plant floor, lightweight edge runtimes subscribe to OPC UA and MQTT streams inside the DMZ, with indexed querying of PI, InfoPlus.21, TimescaleDB and InfluxDB historians.

Where Kervalt Fits: The Sovereign Privacy Vault

Kervalt runs either inside the FloraOS enterprise architecture or standalone for SMEs. In enterprise deployments it is the Confidential Intelligence Layer: while Protea and Dahlia process telematics and schedules, Kervalt ingests highly sensitive records — supplier agreements, patents, shift logs, board risk registers — with Tafari parsing multilingual text, Griot mapping relationships across legacy archives, and Elimu cryptographically grounding every output before it reaches an operator.

ENTERPRISE ARCHITECTURE

Engineered for Legacy Realities. Built for Total Data Sovereignty.

Your enterprise does not run on clean, centralized databases. It runs on decades of SAP transactions, proprietary SCADA historians, custom MES platforms, and fragmented documentation. FloraOS bridges this divide — a unified ontology that turns historical systems of record into active systems of intelligence. No rip-and-replace required.

Non-Invasive Architectural Overlay

FloraOS connects via native SAP BAPIs, Dynamics OData endpoints, and standard industrial OPC UA protocols. Your source systems remain the single point of truth.

Deterministic Guardrails, Not Hallucinations

When FloraOS optimizes a production sequence or schedules an emergency pump overhaul, it runs deterministic mathematical solvers and rule-based verification. Generative models only assist with semantic parsing and contextual summarization.

Sovereignty by Design

Through dedicated European bare-metal infrastructure — anchored by Kervalt — your intellectual property, plant telemetry, and internal records remain strictly under European jurisdiction.