V5 Ultimate
Module · Analytics

Analyticsevery number is a real signed event.

Because every step on the floor is captured in V5, the analytics are built from primary data — not from a nightly export. KPIs you can trust because you can click straight to the underlying record.

Start free — no card
No nightly ETL · no second data team

Analytics that drill back to the signed step.

Every tile is alive. Every alert names the lot. Every export arrives in Snowflake with the same hash chain you trust on the floor.

live · plant a · today
refreshed 00s ago
OEE
77.8%
+2.1 vs last wk
Yield
96.20%
+0.4 vs last wk
Deviation rate
1.80%
−0.3 vs last wk
Cycle time
40 min
−4 vs last wk
OEE · last 24h
drill → signed step
● = signed event · every tick is a real step on the floor
OEE heatmap · line × shift
1st
2nd
3rd
Line A
55
84
68
Line B
70
55
84
Line C
86
70
55
Pack
57
86
70
live event stream
06:12WO-24-0918 step 7signed · weight in tolerance06:14Line B · OEEdropped to 71% (SPC rule 2)06:18Lot K228QA released · 14 batches downstream06:21SC-12 calibrationdue in 7 days · PM auto-created06:24Pack · deviationDEV-441 opened · QA acknowledged06:27Snowflake exportlineage intact · 12,847 rows06:12WO-24-0918 step 7signed · weight in tolerance06:14Line B · OEEdropped to 71% (SPC rule 2)06:18Lot K228QA released · 14 batches downstream06:21SC-12 calibrationdue in 7 days · PM auto-created06:24Pack · deviationDEV-441 opened · QA acknowledged06:27Snowflake exportlineage intact · 12,847 rows
alerts → SMS · Teams · email · kiosk bannerexports → Snowflake · BigQuery · Power BI (lineage intact)
No cube · no nightly job · no rebuild

KPIs you can drill into.

Most analytics tools show you a number. V5 lets you click it. From OEE on the wall to the four-second changeover that explains it — three clicks, live data, no warehouse to rebuild.

The wall · live tiles

Six numbers everyone stops at.

OEE · Line B
78.4%
+2.1pp · 7d
Right-first-time
96.1%
−0.8pp · 7d
On-time-in-full
98.2%
+0.3pp · 7d
Open CAPAs · 30d+
4
−2 · 7d
Scrap %
0.42%
+0.07pp · 7d
Energy / unit
0.011 kWh
−4% · 7d
From wall to root cause · three clicks

"Why is OEE down on Line B?" Click click click.

1
Click OEE 78.4%

Splits into Availability 88%, Performance 92%, Quality 96.9%

2
Click Performance 92%

Breaks down by changeover, micro-stops, speed loss — changeover dominant

3
Click changeover

Lists 14 changeovers this week, the slowest is 38 min on SKU swap A→D, video clip linked

No cube, no nightly job

The dashboard is the database. Reading.

No ETL window. No "let me request a new dimension from BI." Every field on the eBMR, the WMS scan log, the QC test sheet is instantly a slice. You don't wait for the cube; the cube doesn't exist.

Sub-second

Queries that take minutes elsewhere come back in <800ms on the same hardware.

Every field

Any captured value is a filter. No 'we'd need to remodel the cube' meetings.

Live

Tiles refresh on the event, not the hour. The floor and the executive see the same number.

Trend-aware

Built-in YoY, MoM, WoW, vs-target — without a single SQL line.

Numbers worth clicking.

V5

Curious how V5 turns the signed floor into trusted KPIs?

Connected

One signed dataset — every BI tool, every warehouse, every channel.

Snowflake, BigQuery, Databricks, Redshift, Power BI, Tableau, Looker, Slack, Teams, S3 — V5 fans them out from the same signed dataset, so the KPI in finance and the KPI on the kiosk are the same number.

Warehouses
Snowflake, BigQuery, Databricks, Redshift — V5 lands the dimensional model and keeps it fresh, with lineage hashes per row.
BI tools
Power BI, Tableau, Looker, Metabase — direct query or pre-built extracts. KPIs drill from a dashboard back to the signed step.
Embedded dashboards
Drop the V5 dashboard into your portal, MES kiosk or customer/supplier portal — same auth, same drill-back, no iframe gymnastics.
Signed
Dataset
lineage · drill-back
Alert channels
Slack, Teams, email, webhook, kiosk banner — threshold, SPC and anomaly alerts land with the offending lot, WO and signing op attached.
Exports + APIs
CSV, Parquet, signed JSON, REST, GraphQL — every export carries a manifest hash so the receiving side can verify provenance.
Regulator + auditor
Auditor mode renders a KPI tile, the underlying batches, the e-signed steps and the hash chain — no screenshots, no PDF gymnastics.
One source. One number. One drill-back.
Ops, QA, Finance and the regulator all read the same row — and can prove who signed it.
V5

Wondering how V5 analytics plugs into your data + BI stack?

Engineered on
21 CFR Part 11 e-signatures
Immutable audit trail
Multi-tenant RLS isolation
GS1-128 license plates
Two-way ERP adapters
Instead of an FAQ

Just ask V5 — it knows the product cold.

Pick a question or type your own. V5 answers grounded in how analytics & insight — kpis, oee, compliance pulse, cost analysis | v5 ultimate actually behaves on the floor.

Got questions, or want to see it on your shop floor?

Ask V5 — our code-aware assistant — or spin up a workspace. Both are free.