Practical Industrial Intelligence For Operations Leaders
Empower your experts. Embrace collaboration. Become a data company.
We unite operational data and build intelligent systems to enable your key people to monitor in real-time, interact with your systems, and solve problems independently.
15+ years of industrial operations experience in manufacturing, logistics, agriculture.
The Problem
You're responsible for results you can't fully see.
Manufacturers carry accountability for production, uptime, and performance. But the information you need is fragmented across systems, teams, and formats that were never designed to work together.
Data scattered everywhere
Critical information lives in PLCs, historians, MES systems, maintenance logs, and people's heads. There's no single place to look, so getting a complete picture means chasing a dozen sources and hoping nothing falls through the cracks.
Always one step behind
By the time a production issue surfaces in a report or shift meeting, the damage is already done. You spend time reconstructing what happened instead of preventing what comes next.
No shared source of truth
Maintenance has one view. Operations has another. Leadership is working from last week's summary. Decisions get made on incomplete, inconsistent data, and everyone in the room knows it.
The Solution
We unite your data. Your team does the rest.
We connect the systems your plant already runs, OT, MES, analytics, and everything in between, into a single, coherent data environment your people can actually act on.
OT / IT Integration
We design and implement the architecture that connects your plant-floor systems to your enterprise data environment. From Kepware and Ignition to Databricks and Snowflake, we speak both languages fluently.
PLC · SCADA · Historian · Protocol bridging
Industrial Analytics & BI
We build the dashboards, KPI frameworks, and reporting layers that make operational data consumable by plant managers, logistics coordinators, and executive leadership, not just data engineers.
Power BI · Grafana · dbt · SQL · Python
MES Readiness & Advisory
MES implementations fail when the underlying data infrastructure isn't ready. We assess your current state, clean up your data model, and position your operation to adopt MES platforms without the rework.
SAP ME · Ignition · Plex · Rockwell · Gap analysis
Industrial Data Infrastructure
We architect the pipelines, lakehouses, and streaming layers that turn raw operational data into durable, queryable assets, built to scale as your automation ambitions grow.
Delta Lake · Kafka · Spark · dbt · Azure · AWS
Your Path Forward
A clear process. No surprises.
Every engagement follows a defined three-phase process, from discovery through delivery, with named deliverables at each stage. You always know what you're getting, when you're getting it, and what it costs.
Discover
We spend the first phase on-site (or remote) mapping your current OT architecture, understanding your historian and SCADA topology, and identifying where data quality breaks down. You'll receive a written Current State Assessment before any implementation begins.
Design
Based on the assessment, our team produces an Integration Architecture Blueprint, a concrete, vendor-aware design document that your internal team, IT department, and MES vendors can all work from. No vague frameworks. Actual schema, actual tooling, actual sequence.
Deliver
Implementation is milestone-based with documented handoffs at each stage. We build for operability: every pipeline, every dashboard, and every integration we deliver comes with documentation your team can maintain, not a black box that requires us to stay on retainer forever.
What You Gain
When your data is unified, your team is always a step ahead.
Catch issues as they happen
Not in the shift report. Not in the morning meeting. When a process deviates, your team knows, with enough lead time to act.
One source of truth
Maintenance, operations, and leadership all work from the same data. No more competing spreadsheets. No more version-of-record arguments.
Intelligence your whole team can use
Not just your data engineers. We build dashboards and alerting layers designed for plant managers and operators, the people closest to the problem.
About the Firm
Built by Practitioners, Not Theorists.
Signal Industrial Intelligence was founded on a straightforward observation: People do their best work when they are empowered to solve their own problems.
Our team combines deep manufacturing and logistics operations experience with modern data engineering practice. We've stood on plant floors, debugged Historian configurations at 2am, and built the dbt models that turned that data into P&L-visible outcomes.
We operate as a focused, senior-level advisory and implementation firm. Every engagement is led by experienced practitioners, not passed to junior staff after the sales call.
About the Firm →“We've stood on plant floors and built the dbt models. We don't outsource either.”
, Signal Industrial Intelligence
Industries Served
Deep Domain. Broad Reach.
Our team has worked inside manufacturing plants, grain elevators, 3PL warehouses, and telco network operations centers. We understand the operational rhythms and equipment ecosystems of each sector, not just the technology stack.
Discrete & Process
Manufacturing
- Assembly lines · Batch processing
- Quality control · OEE tracking
- Predictive maintenance
Logistics &
Distribution
- 3PL operations · Fleet telematics
- WMS integration · Yard management
- Throughput analytics
Agriculture &
Agribusiness
- Grain operations · Precision ag
- Elevator automation · Commodity flows
- Harvest analytics
Telecommunications &
Telecom & Utilities
- Network ops · Field service data
- Asset performance monitoring
- OSS/BSS integration
If you're still finding out about production problems after the fact, it's time to change that.
Most engagements start with a 60-minute discovery session. This is an honest conversation about where your operation is today and what real-time visibility would actually look like for your team.
Schedule a Discovery Session →Or reach us directly at info@signaliiq.com