V5 AIa workshop of specialists, not a chatbot.
V5 AI isn't one general assistant — it's nine narrow specialists, each grounded in the slice of your tenant data it's entitled to see. Formula AI drafts BoMs. Quality AI triages deviations. Material Issue AI reads dispense variance. Demand AI turns open sales orders + forecast into a planner narrative. Reorder AI, Scorecard AI, Daily Brief AI, Invoice AI, Label Design AI — plus Ask V5 for the floor. Model per assistant is swappable via the gateway; every regulated action is human-e-signed.
We didn't bolt a chatbot on. We built a workshop of specialists.
A generalist LLM hallucinates because it has nothing to anchor to. Each V5 AI is narrow on purpose — a Formula AI that only reasons about your master recipes, a Quality AI grounded in your deviation history, a Doc Intake AI bound to your active SOPs. They cite their sources. They refuse out of lane. They never see another tenant.
Fourteen specialists. Zero overlap.
Each one narrow on purpose. Each one grounded in the slice of your tenant data it's entitled to see. Click any to read the full pillar.
Scans legacy paper BMRs/DHRs, extracts every entry and signature, rebuilds them as validated electronic records with the scan retained as source.
Reads inbound CoAs, supplier specs, MSDS. Extracts fields, reconciles against active material masters, routes exceptions.
Concierge for everyone else. Knows your modules, your data shape, your industry — never your competitors'.
Triages deviations, suggests CAPA root cause from your NCR corpus, drafts the investigation narrative with citations.
Assembles the Annual Product Review from live batch, deviation, complaint and stability data — cited to source, not re-typed.
Live SPC across CQAs and CPPs. Detects Nelson-rule trends before they breach and drafts the action.
Phase I lab-error triage and Phase II manufacturing investigation drafted from the evidence — analyst reviews, doesn't type.
Watches FDA, EMA, MHRA, PMDA, TGA and Health Canada — filtered to your products, dosage forms and markets.
Summarises 90 days of receipts, CoAs, SCARs and OTIF per supplier. Drafts the quarterly review with citations.
Catches cost drift — yield loss, PPV, scrap, overtime — before month-end close, not after.
Model the disruption — supplier stockout, demand spike, line down — against live MRP before it happens.
Every pre-flight check — spec, substitution, stability, potency, overage — before first batch.
Reviews artwork proofs against approved content, symbols and market rules. Catches it before the recall.
Per-role morning brief: yesterday's variance, today's risks, tomorrow's PMs, audit findings due in 7 days.
Swap the model. Keep the validation.
Every specialist calls its model through the V5 gateway. Gemini for long-context, GPT for structured extraction, Claude for nuanced narrative — or an open-source / private-endpoint model when data can't leave your network. On-prem V5 runs a local model entirely behind your firewall. Change models without re-validating the platform; cost and latency are surfaced per call.
No answer without a row it came from.
Every Quality AI response cites the deviations, IPCs and master records that produced it. Click a citation → you land on the record. If the AI can't cite, it says so — it doesn't fabricate.
The rules every V5 specialist cannot break.
AI inherits the user's row-level security. It cannot surface data the user couldn't pull manually. Cross-tenant leakage is a database-level impossibility, not a prompt promise.
AI runs in our edge — your prompts never go to a third-party browser plugin or unmanaged endpoint.
An answer without a citation is not an answer. Specialists refuse rather than hallucinate.
Ask the Invoice AI about coater drift and it punts you to Quality AI. No generalist drift.
Every prompt + every answer + every citation is logged under the user, time-bound, retention-policy aware.
AI drafts; humans approve. Nothing AI-generated lands in a GxP record without an e-signature.
Specialists, not chatbots.
Where AI actually earns its place.
V5 AI is nine narrow specialists behind one gateway, not a general assistant — this page is about how each one is scoped, grounded and kept inside its lane.
- 01
Narrow by design, refuses out of lane
Formula AI drafts BoMs, Quality AI triages deviations, Material Issue AI reads dispense variance, Demand AI narrates planning signals — each specialist only answers within the domain it was built for and declines requests outside it, rather than guessing.
- 02
RAG-grounded and cited, not free-form
Every answer is generated against retrieved tenant records and cites the row IDs it drew from, so a reviewer can check the citation rather than take the answer on faith.
- 03
RLS-bound to the asking user
An assistant inherits the requesting user's row-level security — it can only see and cite data that user could already pull manually, so AI never becomes a side door to broader data access.
- 04
Model gateway, swappable per assistant
Each specialist's underlying model — Gemini, GPT, Claude or on-prem inference — is chosen and can be swapped independently through the gateway, with cost and latency visible per call, without re-validating the rest of the platform.
- 05
Every action logged with prompt and citations
The prompt, the citations and the output for every AI action are logged, giving a durable record of what the assistant was asked and what it drew on — separate from, and prior to, whatever a human signs off.
No V5 AI specialist signs a GxP record, and none is trained on customer data — each one drafts within its domain, cites what it read, and hands the decision to a human whose e-signature is the only thing that makes it official.
Just ask V5 — it knows the product cold.
Pick a question or type your own. V5 answers grounded in how v5 ai — a workshop of specialists across qa, planning, ap, floor | 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.