Question 1

How long before we see measurable results?

Accepted Answer

A focused pilot on one line or asset group typically shows measurable downtime or quality improvement within the first few months. We define the target metric and baseline before starting so the result is verifiable rather than anecdotal.

Question 2

Do we need to replace our existing machines or PLCs?

Accepted Answer

No. We work with your installed base. Older machines can be retrofitted with external sensors and edge gateways, so you gain visibility without replacing capital equipment.

Question 3

Will this integrate with our MES, ERP and SCADA?

Accepted Answer

Yes. We integrate through OPC-UA, Modbus, MQTT and REST APIs, and connect to systems such as SAP, Oracle, Siemens and Rockwell so predictions flow into the tools your teams already use.

Question 4

Can the platform run on-premise?

Accepted Answer

Yes. We deploy on-premise, in a private cloud or as a hybrid architecture, depending on your data-residency and OT security requirements.

Question 5

How do you handle OT security?

Accepted Answer

Through network segmentation, zero-trust access, encrypted data, role-based control and full audit trails — designed so the OT network is not exposed by the deployment.

Question 6

Do we need a data science team to run it?

Accepted Answer

No. The models and dashboards are delivered as a working system, and we train your maintenance, quality and IT teams to operate it. We continue tuning models as your operation changes.

Question 7

What does a typical engagement look like?

Accepted Answer

We start with a manufacturing assessment to identify the highest-impact opportunity, run a scoped pilot on that area, prove the numbers, then scale plant-wide and across sites.

Question 8

How is the cost structured?

Accepted Answer

Engagements are scoped around the assessment findings — the number of assets, integrations, deployment model and rollout scale. We provide a project-specific scope and ROI model before you commit.

Turn Your Factory Into a Smart, Predictive Operation

One AI System, The Entire Floor

The Real Cost of a Disconnected Factory

How AI Transforms Manufacturing

From Machine Signal to Business Growth

End-to-End Smart Factory Solutions

One Platform, Every Function

Industrial AI That Pays for Itself

Operational Intelligence for Every Role

Built for Every Production Floor

Connects to Your Existing Industrial Stack

Why Manufacturers Choose Filari

Measurable Impact on Your Bottom Line

Real Factories, Real Outcomes

Questions Plant Leaders Ask Us

Ready to Build Your Smart Factory?