Smart Factory & Industrial IoT
We connect machines, sensors, and production lines into a single real-time data fabric—so the state of the entire floor is visible, measurable, and actionable at a glance.
Learn more →Manufacturing & Logistics
The connected factory. The intelligent supply chain.
From the production line to the last mile, Tiso engineers the AI-native systems that make manufacturing and logistics operations faster, leaner, and far harder to disrupt.
30%Less unplanned downtime
99.4%Defect-detection accuracy
Real-timeEnd-to-end visibility
AI Overview — Manufacturing & Logistics
Tiso Studio builds AI-native technology for manufacturing, logistics, and consumer goods. We engineer smart-factory and industrial IoT platforms, connected supply-chain and logistics systems, predictive maintenance, demand forecasting, warehouse and inventory automation, and computer-vision quality inspection—turning industrial operations into real-time, data-driven, resilient ecosystems.
Capabilities
Core Manufacturing & Logistics Capabilities
One team across the industrial stack—from the sensors on the line to the algorithms that plan demand and the platforms that move goods to the customer.
Supply Chain & Logistics Orchestration
We build end-to-end visibility and control towers that track inventory, optimize routing, and orchestrate fulfillment from supplier to last-mile delivery.
Learn more →Predictive Maintenance
We use sensor telemetry and ML to anticipate equipment failures before they stop the line—turning costly unplanned downtime into scheduled, low-impact service.
Learn more →Demand Forecasting & Planning
We build AI demand-sensing and planning systems that sharpen forecasts for CPG and inventory—reducing stockouts, overstock, and waste across the network.
Learn more →Warehouse & Inventory Automation
We engineer WMS integrations, robotics orchestration, and stock optimization that make warehouses faster, denser, and more accurate.
Learn more →Computer-Vision Quality Inspection
We deploy vision pipelines that detect defects on the line in real time, escalating edge cases for human review and driving quality up while cutting waste.
Learn more →One Live View
Every machine and every shipment, in real time
Industrial operations run on data that's usually trapped in silos—one system for the floor, another for the warehouse, a spreadsheet for logistics. We unify it into a single live picture, so you can see, predict, and act across the entire operation from one place.
- IoT telemetry from machines, sensors, and vehicles unified into one real-time stream
- Digital-twin dashboards that mirror the plant floor and supply network live
- Anomaly detection that flags a failing machine or a delayed shipment early
- One control tower spanning production, warehousing, and last-mile logistics
How We Deliver
From shop floor to steady-state intelligence
Explore our delivery lifecycle. We connect the physical operation to intelligent software—then keep tuning it as conditions on the ground change.
Phase 01 · Assess
Understand the operation as it really runs
We map your production lines, supply network, and data sources—identifying the bottlenecks, blind spots, and highest-value opportunities before we build anything.
100%Operations mapped before build
Phase 02 · Connect
Instrument the physical world
We connect machines, sensors, and vehicles through industrial IoT and edge gateways, standardizing the telemetry into one clean, real-time data stream.
Real-timeFloor and fleet, streamed live
Phase 03 · Model
Turn signals into foresight
We build the ML that reads the data—predictive maintenance, demand forecasting, and anomaly detection—so the operation moves from reactive to anticipatory.
30%Less unplanned downtime
Phase 04 · Integrate
Wire it into the systems of record
We integrate with ERP, MES, and WMS so insight flows into the tools your teams already use—no parallel universe, no double entry.
100%Connected to systems of record
Phase 05 · Deploy
Roll it out to the floor safely
We deploy to the plant floor and warehouse with edge reliability and safe rollout—so the technology works in the harsh reality of the operation, not just in a demo.
99.4%Vision inspection accuracy
Phase 06 · Optimize
Tune the operation continuously
We monitor performance and continuously optimize—OEE, throughput, and cost—so the system compounds its gains long after go-live.
94%OEE under active optimization
The Bigger Picture
Industry 4.0 isn't a buzzword. It's a competitive moat.
The manufacturers and logistics operators pulling ahead aren't the ones with the newest machines—they're the ones whose operations are connected, predictive, and resilient. We turn a physical operation into an intelligent one, and that gap only widens over time.
Real-Time Visibility
One live view across production, warehousing, and logistics—no silos, no guesswork.
Predictive, Not Reactive
Anticipate failures and demand shifts before they cost you a line stoppage or a stockout.
Resilient by Design
Operations engineered to absorb disruption—supply shocks, demand spikes, and everything between.
Case Studies
Industrial platforms we've engineered
Representative builds from the Tiso ecosystem, shipped to production.
Predictive MaintenanceCP
Connected Plant Platform
An industrial IoT platform with ML-driven predictive maintenance across multiple production lines.
30%Less downtime
Real-timeFloor telemetry
Supply ChainLT
Logistics Control Tower
An end-to-end control tower unifying inventory, routing, and fulfillment across the supply network.
99.9%Order visibility
-22%Logistics cost
QualityVS
Vision Inspection System
A computer-vision quality pipeline detecting defects on the line in real time with human-in-the-loop review.
99.4%Detection rate
Real-timeInspection
Related Services
The engineering behind your operation
Explore the disciplines that surround and support it.
Data Engineering
Secure, high-speed pipelines that turn raw data into decisions.
Automation Services
Intelligent workflows and agents that eliminate operational friction.
Artificial Intelligence
Production-grade generative, agentic, and ML systems—from strategy to operation.
Cloud Transformation
Resilient, scalable cloud architecture across AWS and Azure, built to grow.