Why did Line 3 lose 40 minutes?
B3rry
Resolving · historian · MES · CMMS
41m 20s across three stops — the filler changeover at 02:14 ran 18 minutes over standard
18m
14m
9m
Historian · 2,140 tags MES · 3 stops CMMS · WO 41882
Work order drafted · Shift A notified
B3 Platform / Operational AI

B3rry

The reasoning layer that knows your plant.

Built on an ontology of your assets, reason codes, and standards. Ask it anything about the floor — the answer comes back in seconds, with the source record attached.

01 — The Constraint

General models don't know your plant

Fluency is commoditized. Operational reasoning is not. It requires your assets, reason codes, standards, and the cost of a minute on each line — connected and analyzed together, not guessed at. Without that, output is a guess with good grammar.

01

Evidence lives in four systems

Historian, MES, CMMS, ERP. No operator joins them by hand at 03:00.

~40 min per investigation
02

Unverifiable output goes unused

An engineer who can't trace the logic won't sign off on the answer.

Adoption stalls by week two
03

Analysis gets rebuilt, not re-run

Pareto and shift comparisons are redone weekly because the last one was a spreadsheet.

~1 day per engineer per week
04

Tacit knowledge stays tacit

The operator who hears a bearing fail by sound is your only record of it — on one shift.

Lost at attrition
02 — Resolution

Every answer carries its receipts

B3rry queries Orion's integrated data and Neo's live KPIs, then shows its work — every conclusion traces back to a source record an engineer can pull and check.

Every number traces to a source record
Your data is never used to train the model
Follow-ups retain asset, shift, and time scope
When evidence is thin, B3rry says so instead of guessing
B3 B3rry Online
Plant 04 · Shift A · 06:12
Why did Line 3 lose 40 minutes last night?
B3

Line 3 recorded 41m 20s unplanned downtime across three events. Dominant contributor: filler changeover at 02:14, 18 minutes over standard.

Filler changeover overrun
18m
Upstream starvation
14m
Label jam
9m
Note The 14m stop is coded mechanical fault. Accumulator level contradicts the code and indicates starvation. Flagged for Shift A review.

This changeover has exceeded standard on 6 of the last 9 runs — 94 minutes per week at current rate. Open a CI item and notify the Shift A lead?

Historian MES CMMS work order
Show the last 9 runs Compare to Line 2 Open a CI item
03 — Architecture

B3rry is the foundation. Agents work for it.

Integration, ontology, and the query surface ship on day one — the reasoning layer, always on. Agents are specialists you put on staff: activate what a plant needs, leave the rest on the bench. B3rry reviews every finding before it reaches your team.

01Integration

Orion unifies historian, MES, CMMS, and ERP into one queryable record — lineage preserved per field.

HistorianMESCMMSERP
02Ontology

Topology, reason codes, shift calendar, standards, cost basis — modeled explicitly. This is the structure NEO's real-time visibility runs on, and what makes a result contestable, not just plausible.

TopologySemanticsStandards
03Agents

Specialists on call for B3rry — classification, condition monitoring, analytics, inspection, conformance. Staffed per plant, stood down when the job's done.

On demandReport to B3rryAudited
04Query surface

One interface, control room to tablet. Natural-language in, cited output, named next action.

CitedGovernedActionable
Agents on staff Six on the roster today. Deploy the ones your plant needs — B3rry reviews every finding before your team ever sees it.
DA
Data Agent
Reconciles tags, units, and asset IDs into one identity per source
AA
Analytics Agent
Runs pareto and shift comparisons as standing queries, not decks
MA
Maintenance Agent
Ranks assets by failure risk, prior failure mode attached
DT
Downtime Agent
Classifies every stop in seconds, flags code-vs-signal drift
VA
Vision Agent
Catches misfeeds and surface defects at the frame, not at run end
QC
Quality Agent
Checks every batch against spec, keeps the audit trail current
04 — The Outcome

One answer, no matter who asks

A night-shift operator, an engineer mid-investigation, and a VP reviewing four sites get the same evidence and the same conclusion — at the depth their role needs.

Resolved within the shift
Investigations close in the shift that opened them.
One definition of cause
Reason codes are settled by evidence. Seniority doesn't get a vote.
Analyst-depth answers
Ask a plain question, get an answer with analyst-level rigor behind it.
Ends in an action
The output is a work order or a CI item. Never a slide deck.
Your data only Sourced answers Role-based access Deploy in your cloud
05 — Engagement

Add B3rry to the team

B3rry deploys as a named member of the operating team — a defined mandate, measurable output, and a full memory of what happened last time this line stopped.

6 agents / case4+ systems joined / query0 uncited results
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