What sensor hardware do you recommend?

We're hardware-agnostic. We have reference architectures for Zebra, Impinj, Sigfox, and major BLE vendors.

How does this work across multi-tenant logistics partners?

We support tenant-isolated data flows with row-level access controls and audited cross-tenant sharing.

Manufacturing / Smart Inventory & Supply Chain Tracking

Smart Inventory & Supply Chain Tracking

We engineer real-time inventory and supply chain visibility platforms that bridge raw materials, WIP, and finished goods across plants, warehouses, and partners.

Talk to a Solution Engineer View Case Studies

20%

Improvement in warehouse throughput

Real-time

Inventory accuracy across nodes

30%

Reduction in stockouts

Trusted by global innovators

Industry Overview

Smart Inventory & Supply Chain Tracking: Engineered End-to-End

Inventory and supply chain blind spots cost more than just stockouts — they cascade into expedited freight, missed customer commitments, and overproduction. We build the unified visibility layer that finally lets operations and planning act on the same picture.

Industry Challenges

What Stops Most Teams From Solving This Today

Common friction points we hear from manufacturing teams scoping this kind of platform.

Disconnected WMS and ERP: Inventory positions disagree between systems and require constant reconciliation.
Manual Cycle Counts: Periodic counts confirm what was wrong instead of preventing the next miscount.
Supplier Blind Spots: ETAs from upstream suppliers are stale by the time they hit your planning system.
Last-Mile Surprises: Yard and dock visibility lags real movement of trailers and containers by hours.

Our Approach

Our Engineering Approach

We engineer for the operational reality — not the demo.

RFID & IoT Sensors

Continuous, automated location and status tracking — without manual scans.

Stream-Native Architecture

Inventory positions update in real time across WMS, ERP, and customer-facing systems.

Predictive Replenishment

ML models combine demand signals and supplier ETAs to recommend rebalancing actions early.

Capabilities

Production-grade features the platform ships with from day one.

RFID & BLE Tracking

Continuous location tracking across plants, warehouses, and yards.

Real-Time Inventory Positions

Single source of truth for raw, WIP, and finished goods.

Supplier Visibility

Supplier ETAs and quality data ingested directly from EDI, APIs, or portals.

Yard & Dock Management

Trailer and dock status with automated check-in flows.

Demand Forecasting

ML-based demand forecasts feed replenishment and production planning.

Exception Workflows

Automated escalation for stockouts, overflows, and ETA slips.

Mobile Operator Apps

Pickers, putaway, and yard staff get purpose-built mobile flows.

Reporting & Analytics

Throughput, accuracy, and dwell-time metrics across nodes.

How It Works

Reference Architecture

How data and decisions flow end-to-end.

Edge & Sensor Layer

RFID portals, BLE beacons, and IoT sensors capture asset movement.

Streaming Backbone

Kafka pipelines normalize events into a unified inventory model.

ERP/WMS Sync

Bi-directional integration with SAP, Oracle, or your WMS.

Forecasting Layer

Demand and ETA models recommend replenishment actions.

Operator Apps

Web and mobile apps for planners, pickers, and yard staff.

Engineering Stack

Technology Stack

A pragmatic stack chosen for reliability, speed, and ease of operation.

Sensors

RFIDBLEMQTTOPC-UA

Data

KafkaTimescaleDBPostgreSQLIceberg

Apps

Next.jsReact NativeGraphQL

ERP / WMS

SAPOracleManhattanBlue Yonder

Forecasting

PythonProphetPyTorch

Infra

KubernetesTerraformCloudflare

Measured Impact

Quantified outcomes from production deployments.

20%

Throughput uplift

30%

Stockout reduction

100%

Inventory visibility

15%

Lower expedited freight cost

Multi-Plant Real-Time Inventory Network

A consumer packaged goods manufacturer operating across 12 plants and 40 warehouses needed one inventory picture. We replaced a brittle nightly batch sync with a streaming backbone in 14 weeks.

Stockouts dropped 30%, expedited freight spend fell 15%, and the planning team finally trusts what they see in the dashboard during morning standups.

Case Study

Use Cases

Where This Earns Its Keep

Common deployment patterns we see across customers.

Raw Material Tracking

Visibility from supplier dock to plant floor consumption.

WIP Tracking

Real-time work-in-process visibility across production cells.

Finished Goods Distribution

Dispatch and ETA tracking across distribution networks.

Cold Chain Monitoring

Temperature-sensitive freight with continuous condition data.

Yard Management

Trailer and yard slot tracking with predictive ETA.

Returns Processing

Reverse logistics with serialized item tracking.

Integrations

Integrates With Your Existing Stack

We connect to the systems your teams already know.

ERP

SAP S/4HANAOracle Fusion

WMS

Manhattan WMS

Planning

Blue Yonder

Hardware

Zebra RFID

Visibility

Project44

Compliance-First Development Services Backed by Global Standards

We build secure, scalable products designed for privacy, interoperability, and regulatory readiness from day one across every sector we serve.

Service Organization Control 2

Verified controls for security, availability, and confidentiality of enterprise data systems.

Information Security Management

Adhering to the international gold standard for managing information security risks.

Quality Management Systems

Ensuring consistent quality in software delivery and operational process optimization.

Our Edge

Why Global Leaders Choose Us

We combine deep technical expertise with industry-specific knowledge to deliver solutions that aren't just functional, but transformational.

Enterprise-Grade Security

We implement rigorous security protocols and compliance standards (HIPAA, GDPR, SOC2) across all industrial solutions to protect sensitive data.

High-Performance Scaling

Our architectures are built to handle massive data loads and user bases, ensuring seamless performance whether you're serving ten or ten million.

Accelerated Time-to-Market

Leveraging our suite of internal tools and proven frameworks, we reduce development cycles and get your product to market 40% faster.

Embedded AI Integration

Beyond simple wrappers, we build deep-learning integrations and predictive analytics directly into the core of your industry-specific workflows.

Engagement Model

Predictable, structured delivery from kickoff through long-term ownership.

Discovery & Scoping

We map the existing systems, constraints, and stakeholders to scope a focused 8–12 week first delivery.

Architecture & Pilot

A working slice on a representative environment — proving the data flow end-to-end before scaling.

Production Engineering

Hardened services, observability, access controls, and audit logging go live behind your IAM.

Operate & Iterate

We stay on as the embedded engineering team — closing tickets, tuning models, and shipping new value.

Voices of Success

We don't just build products; we forge lasting partnerships. See how we've helped industry leaders transform their vision into technical reality.

"I can clearly see how Agnotic has a unique way of handling end-to-end development. They are always active on quick chat and provide support quickly."

Aaron Phelan

Founder, Benchmark

"Agnotic is the best technical team we evaluated. Their engineering excellence made our work dramatically easier and allowed us to stay focused on what matters most for maternal care outcomes. They took full ownership of the technical execution, and we are always happy to continue working together."

Kim Smith

Founder, My Lauren

"Agnotic combines deep technical expertise with strong domain knowledge. They understand the business context, anticipate challenges, and make collaboration smooth and effective."