EQ-Seer Equipment Foresight
EQ-Seer · Your plant's cerebral cortex

EQ-Seer, your plant's cerebral cortex.

Your plant already has every signal it needs to form a cerebrum — it just lacks the cerebral cortex to put two and two together.

That's what EQ-Seer solves. We connect, contextualize, and give your plant's data the sixth sense it's missing today — the foresight to see anything and everything happening across your floor.

Talk to us → Explore the suites
Bob AI
Bob AI · The Seer

And Bob is the Seer you actually talk to — for guidance, and for reading your plant's tarot cards. Except these tarot cards are AI agents backed by real data — not the state-fair parlor-trick kind.

On the floor · answering in plain English
40%
Knowledge attrition by 2030
1.6M U.S. manufacturing retirements — tribal knowledge walking out the door.
∞
Data-rich, insight-poor
Millions of plant signals, no semantic layer. Sitting on gold with no mining equipment.
$5M/hr
Production inefficiency
Downtime, scrap, quality losses, recalls — a direct hit to topline and bottomline.
The Challenge

Manufacturers don't have a data problem.
They have a cognition problem.

Critical context is scattered across PLCs, sensors, historians, CMMS, QMS, batch records, manuals, SOPs — and the heads of retiring technicians. Neither half of the plant talks to the other.

Fragmented signals

PLCs, SCADA, historians, LIMS, CMMS and QMS — no unified semantic layer to act on them.

Slow resolutions

Technicians hunt through binders, manuals and Slack threads for the right SOP while the line sits idle.

Tribal knowledge walking out

As experienced operators retire, undocumented fixes are gone forever — 30,000+ hours per expert.

Surface telemetry only

"Is the machine on?" instead of "did the process work for this unit of material?" — no causal understanding.

Reactive firefighting

Anticipation never happens. Every failure feels like the first time it has ever happened.

OEM playbooks that ignore your plant

Generic guidance disconnected from how your line actually behaves after 15 years of running.

A Living Knowledge Graph

One brain, wired to every machine on the floor.

EQ-Seer ingests structured and unstructured data — signals, manuals, batch records, SOPs, defect and remedy history — into one living Knowledge Graph, tied to the assets that generate it. Every node is a real document, defect, part, procedure or parameter. Every edge is a connection your plant could never see before.

EQ-Seer Live Knowledge Graph — documents, defects, remedies, parts and procedures linked across plant lines
Live Knowledge Graph

Defects, remedies, parts and procedures — connected.

The graph compounds with every deployment. Each plant-specific semantic link makes the next answer faster.

Document Defect Remedy Part Procedure
A Cognitive Layer for the Factory Floor

Three layers. One connected system.

Data Layer

Signals + documents

Machine data and documented knowledge — PLCs, sensors, historians, CMMS, QMS, LIMS, batch records, SOPs, manuals, P&IDs and OEM docs — ingested into one unified namespace.

MACHINE DATA · SOPS · MANUALS · P&IDS
Cognitive Layer

Semantic correlation

A vector + graph layer that correlates machine parameters with material behavior — not just on/off telemetry. Plant-specific semantic links that take months to build.

VECTOR + GRAPH · MULTIMODAL
Access Layer

Bob AI · natural language

Technicians query the plant's brain in plain English. Bob synthesizes cross-system answers in real time — every answer traceable to a cited source.

Q&A · CITED SOURCES · REAL-TIME
Product Suites

Four suites. One connected system.

EQ-Seer is a vendor-neutral software layer that sits above your existing systems. Each suite stands alone — and compounds when run together.

Available today

Plant Intelligence

Suite · PI

Unify every signal and document on your plant floor — and put it in every technician's hands. Optimized for batch & process manufacturers.

  • Cross-system synthesis: historian + CMMS + QMS + manuals in one answer
  • Root cause and remedy in minutes, not hours
  • Anticipation over reactive firefighting
  • Deployable on existing stacks — cloud or on-premises
Best for: SCADA / historian / MES already in place.
Available today

Tribal Knowledge

Suite · TR

Capture the wisdom walking out the door — and put it in every technician's toolkit. A standalone engine available for any manufacturer.

  • Audio + video capture of expert fixes — no forms, no manuals
  • AI auto-parses recordings into living, asset-linked SOPs
  • Hands-free guidance delivered the moment it's needed
  • Onboard new technicians on decades of undocumented fixes
Best for: any plant facing the retirement cliff.
Available today

Water AI

Suite · WTR

The cognitive layer for water and wastewater operations — lift stations, pumps, and treatment processes, unified and answerable in plain English.

  • Connects SCADA, pump telemetry, permits and compliance records
  • Permit, plant and chemical answers in minutes — not 3-hour meetings
  • Compliance-traceable answers for regulated environments
  • Hands-free guidance for confined-space and H₂S work
Best for: counties and water / wastewater utilities.
Coming soon

Agents on Demand

Configurable AI Monitors

Specialized, user-configurable AI monitors that watch specific machine-level signals in real time — your automated first line of defense between the data and a downtime event.

  • Custom monitoring windows — activate an agent for a targeted period (e.g. an 8-hour watch on a rebuilt press actuator to verify the fix)
  • Automated escalation workflows — alert the technician on a threshold breach; escalate to plant management if it persists past 60 minutes
  • Proactive diagnostics — catch chronic stress before it trips a hardware alarm (e.g. the 16× overload demand recently caught on Line 8)
Best for: Mature organizations to move from lagging to leading indicators and use agentic AI for automated multi-branch workflows.
Meet Bob AI

Symptom to resolution — in minutes.

Bob doesn't just answer questions. He brings decades of expertise back onto the floor, synthesizing machine, institutional and tribal knowledge into one cited answer.

Bob AIBob AI
LISTENING
01 · DIAGNOSE
Servo failure detected. Temperature spike correlated over the last 45 min on Line 4.
02 · INVESTIGATE
CMMS shows a coil replacement 2 days ago — flagging the anomaly.
03 · RESOLVE
Pulled Mark's recording (2019): full rebuild, no new parts. Playing walkthrough →
SOP CITED
SOP-4187 · Servo rebuild · v3 — cited inline.
OUTCOME
Resolved in 18 min — would have escalated to an OEM call-out otherwise.
Bob AI inline, in real time — answering machine-data questions alongside the live Equipment View
Bob AI, inline and in real time — answering questions against live equipment data.
The Difference

From reports to resolution.

Every industrial analytics tool helps a plant see the problem. EQ-Seer answers why it is happening and prescribes what to do — grounded in the plant’s own live data and institutional knowledge.

Every other industrial AI tool
Raw machine data
OEE & downtime dashboards
Post-shift PDF reports
Human interprets & decides
Reactive maintenance
vs
EQ-Seer AI
OT-agnostic data ingestion
Unified industrial knowledge graph Asset → Process → Material → SOP
Ask Bob — grounded RAG
Tribal knowledge capture
Cited, validated resolution
Knows: what happened
Lagging reports. Root cause guessed from gut feel.
Knows: why it is happening — and the right fix
Real-time root cause. Every answer traceable to a source.
Value Delivered

What early adopters are seeing today.

Across food & beverage, water and oil & gas, the pattern is the same: answers in minutes that used to take hours — and data nobody knew they had.

Food & Beverage
Top-5 frozen pizza manufacturer, Wisconsin
Continuous Improvement Director
The Wow
Root-cause analysis of downtimes in real time, in under 5 minutes — with data they didn't know existed.
Water / Wastewater
One of the largest counties in Wisconsin
Executive Director of Operations
The Wow
Permit, plant and chemical answers in 5 minutes — work that typically takes 30 hours with 5+ meetings, with roadmap to integrate to CMMS, LIMS and tribal knowledge.
Oil & Gas
Large offshore oil & gas / ocean carrier systems integrator
Managing Director / CEO
The Wow
MTTR and research-to-fix reduced by 5X, with roadmap to full automation of analysis and reporting.

Early-adopter outcomes reported by operations leaders across active engagements.

Pricing

Special early-adopter pricing.

EQ-Seer handles all implementation directly — never outsourced to system integrators. Early-adopter pricing is available now, by the line or by the site.

Early Adopter

Per line

Stand up EQ-Seer on a single production line — the fastest way to see foresight on the floor. Scale line by line as the Knowledge Graph compounds.

Special early-adopter rate / line
Early Adopter

Per site

Deploy the full suite across an entire plant or facility — every line, asset and document under one cognitive layer, with one edge server per site.

Special early-adopter rate / site

Let's price it for your plant.

Tell us your lines and systems — we'll scope an early-adopter package and an implementation plan.

Contact us →

Give your plant a brain that already knows everything it should.

The data exists. The cognitive layer is ready. EQ-Seer turns your plant into a self-learning organism — so the next failure resolves itself with the wisdom of every expert who ever worked the line.

Talk to us →