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.
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.
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.
Six numbers everyone stops at.
"Why is OEE down on Line B?" Click click click.
Splits into Availability 88%, Performance 92%, Quality 96.9%
Breaks down by changeover, micro-stops, speed loss — changeover dominant
Lists 14 changeovers this week, the slowest is 38 min on SKU swap A→D, video clip linked
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.
Queries that take minutes elsewhere come back in <800ms on the same hardware.
Any captured value is a filter. No 'we'd need to remodel the cube' meetings.
Tiles refresh on the event, not the hour. The floor and the executive see the same number.
Built-in YoY, MoM, WoW, vs-target — without a single SQL line.
Numbers worth clicking.
Curious how V5 turns the signed floor into trusted KPIs?
Where AI actually earns its place.
AI reads the same primary data your KPIs are built from and turns it into a daily brief and a shortlist of what needs attention, instead of leaving you to spot the pattern in a dashboard.
- 01
Daily brief, written not just charted
AI summarises overnight events, what needs you today and what's slipping into a short written brief on the home screen, pulling from the same signed events that feed OEE, yield and compliance pulse.
- 02
Compliance pulse prioritisation
Across overdue training, expiring documents, open deviations and late CAPAs, AI ranks which ones carry the most audit risk right now, so the widget shows the two that matter rather than a flat list of twenty.
- 03
Cost & variance narrative
When standard cost diverges from actual, AI drafts a plain-language explanation — which line, which shift, which material lot — anchored to the eBMR record behind the number.
AI never edits or estimates a KPI value — every number stays a direct read of a signed record, and every AI narrative links straight back to the source data so a reviewer can verify it, not just trust it.
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.
Wondering how V5 analytics plugs into your data + BI stack?
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.
The rest of the platform this plugs into.
V5 isn't a bolt-on. Every module shares the same data, the same audit trail, the same operator. Pick where to look next.
MES
Operator-led execution: scan-gated dispense, step-by-step kiosk, equipment + scale integration, live yield. Built for regulated process & discrete manufacturing.
WMS
Receiving, putaway, transfers, cycle counts, picks, pack & ship — all lot-aware, bin-accurate, FEFO/FIFO-enforced and barcode-driven.
QMS
Built-in QMS: deviations, CAPA, supplier scorecards, in-process AQL, release-by-exception. Aligned with 21 CFR 211/820, ISO 13485 and 111.
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.