V5 Ultimate
Step 02 · Shop-floor execution

Dispenseweigh-out is hard-gated to spec, to the gram.

The kiosk drives the operator through the bill of materials in sequence, talks to the scale over Bluetooth or serial, and refuses to accept a lot that isn’t approved, in-spec, and within expiry.

Start free — no card
Signals from the floor

What changes once Scan-gated dispense & weigh-out, hard-gated to spec is live.

Indicative ranges from V5 pilot deployments. Your numbers will land near these once the workflow is operator-led and e-signed at the step.

Within tolerance, first try
0.0%
scale-bound, e-signed at the step
Wrong-material catches
0
this quarter, before the bowl
Avg. weigh time
210s
scan, weigh, sign, next
Re-weighs from over-pour
6.1%
down from 6.1% on paper
Before / after

What changes the day you switch this on.

Before V5
  • Manual, paper-driven, and only audited after the fact.

  • Variances and overcharges discovered at month-end COGS.

  • Lot trace at the batch level — bag-level genealogy is guesswork.

  • Wet-ink signatures collected hours after the work happened.

With V5
  • Wrong lot? The screen says no

  • Live tolerance bands

  • Lot genealogy at the gram

  • E-signed dispense step

What you actually get

Operator-led, e-signed, immutable. Engineered for regulated manufacturers — not retrofitted.

Wrong lot? The screen says no

Scan a non-approved or out-of-date lot and the dispense is blocked — not warned, blocked.

Live tolerance bands

The operator sees green/red as they pour. Overcharges are stopped before they cost margin.

Lot genealogy at the gram

Every dispensed quantity is linked to the source lot for full backward traceability.

E-signed dispense step

21 CFR Part 11 signature on every weigh-out, with witness when the SOP says so.

V5

Curious how this lands in your environment?

AI inside Dispense

Where AI actually earns its place.

AI watches the weigh-out live, alongside the hard tolerance gate, and explains in plain language why a lot was blocked or a charge is drifting — so operators aren't left staring at a locked screen.

  1. 01

    Plain-language reason for a blocked lot

    When the kiosk refuses a scan, AI tells the operator specifically why — expired, not yet released, wrong material for this BOM line — rather than a generic error, cutting the trip back to the supervisor.

  2. 02

    Overcharge trend spotted before it repeats

    AI watches the green/red tolerance band across a shift and flags when one operator or one scale is drifting toward the high side repeatedly, so a calibration or training issue gets caught before it becomes a habit.

    Surfaces drift patterns a single reading never would.

  3. 03

    Genealogy gaps caught before sign-off

    If a dispensed quantity can't be fully traced back to a source lot because of a scan skip or partial entry, AI flags the gap at the point of signature instead of when a recall query fails later.

What AI never does

AI never widens a tolerance band and never accepts a lot the gate has rejected. The hard stop at the scale stays hard; AI only explains it and watches for trends across signed data.

What this leaves behind

One operator action — a complete, signed record.

Built-in evidence

What it leaves behind

  • Bluetooth + serial scales supported
  • Tare/zero captured on every step
  • Yield variance dashboard per SKU/line/operator
Regulatory anchor

The clauses this satisfies

21 CFR 211.101 (charge-in)21 CFR 111.40 (dispensing)21 CFR Part 11 e-sigs
Engineered on
21 CFR Part 11 e-signatures
Immutable audit trail
Multi-tenant RLS isolation
GS1-128 license plates
Two-way ERP adapters
Common questions

What buyers ask before they switch on Dispense.

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.