INAMA AI 360 / NEXUS AZEOPlanning edition

THE INAMA NEXUS AZEO · IMPLEMENTATION

One Inama back office.
Built around your work.

Nexus Azeo maps the work, designs each process and builds the platform. Inama staff will use clear, approved functions through one familiar interface.

14department field cards
30 daysproposed discovery
4pilot hypotheses
Day 100evidence-based decision

The future staff experience

Sign in, see the functions assigned to your role, provide the requested information and review the result. No prompts to write, AI accounts to manage or systems to connect.

For Arnaud and department owners

Prepare the interviews, observe workflows, record sources and baselines, then play the findings back to each person before selecting a pilot.

What is ready here

Audit & evidence

Department questions and seven workbook formats for interviews, systems, scoring, pilots and markets.

Training & trials

Role-specific induction, reviewer checks and four proposed functions with measurable acceptance targets.

Decisions & sources

Nexus Azeo’s phased build programme, Day-100 criteria and documented approval before each release.

A message for the team

We want to understand how work really happens: what information you need, where time is lost, which steps depend on experience and which controls must remain human. The audit is about improving workflows, not evaluating people.

Italian opening for staff discussions

Non stiamo valutando le persone e non vogliamo automatizzare il mestiere. Vogliamo capire come avviene davvero il lavoro: quali informazioni servono, dove si perde tempo, quali passaggi dipendono dall’esperienza e quali controlli devono rimanere umani. L’AI potrà aiutarci a cercare, riassumere, confrontare, preparare e verificare. Non prenderà decisioni operative senza l’approvazione del responsabile.

This edition is Nexus Azeo’s implementation console. It saves audit records; it does not yet run operational AI functions. Staff permissions, review queues and connections will be built after the relevant workflows are agreed.

INAMA / DETAILED IMPLEMENTATION

The first 100 days.

Nexus Azeo conducts the audit, designs the workflows and builds the Inama back office. Staff receive only the functions approved for their role. Start the clock at the agreed kickoff.

Nexus Azeo implementation plan · based on the supplied documents dated 2 September 2026, adapted to Arnaud’s direction: one managed Inama platform. Owners, schedules and pilot targets remain to be agreed.

The first month, week by week

Week 1 · Set the conditions

90-minute leadership kickoff. Confirm scope, roster, Nexus Azeo-managed platform, source owners, excluded data, interview language and the staff message.

Output: audit brief, calendar and temporary data policy.

Week 2 · Follow information and decisions

Interview leadership, commercial, export, market, marketing and finance roles. Observe how one real task reaches its recipient.

Output: verified steps, handoffs, time and error evidence.

Week 3 · Follow the wine

Visit vineyard, intake, cellar, vessels, lab, bottling, stock and quality workflows. Include seasonal and offline work. Use a past example if current work is unavailable; mark the limitation.

Output: identity chain, source map, exception cases and human decisions.

Week 4 · Play back and choose

Check findings with every agreed department, including people/IT and sustainability. Correct the maps before scoring. Select the hypotheses whose evidence merits a pilot.

Output: confirmed audit summary, backlog and four draft charters.

From discovery to controlled use

Days 1–5

Mobilise

Confirm sponsor, programme owner, staff roster, language, seasonal constraints and temporary data policy.

Exit gate

Named owners and agreed boundaries.

Weeks 1–4

Discover

Interview people, observe real work, inventory systems and establish time, error and rework baselines.

Exit gate

Department playback confirms the workflow.

Weeks 5–6

Design

Score evidenced use cases, agree source owners and complete four pilot charters.

Exit gate

Scope, test cases, human gate and measures approved.

Weeks 7–10

Prototype

Start with synthetic or redacted examples, then approved snapshots. Test normal and difficult cases.

Exit gate

Identity, units, sources and exceptions checked.

Weeks 11–14

Run beside the current process

Record preparation, checking and correction time. Review failures and usefulness every week.

Exit gate

Day-100 decision: stop, improve, scale or connect.

Months 4–6

Roll out what passed

Nexus Azeo releases each approved function to named users with a task guide, trained reviewer and support route.

Exit gate

Repeatable use by the team.

Months 7–12

Consider connections

Assess read-only access first, then proposed changes in a review queue.

Exit gate

Separate integration decision and tested recovery.

Who carries the programme

RoleResponsibilityDiscovery effort in the guide
Executive sponsorResolve priorities, access and cross-department decisions.Kickoff, 30 minutes weekly and gate reviews.
Programme ownerCalendar, evidence, backlog, decisions and follow-through. Nexus Azeo / Arnaud leads the implementation.About one day/week; pilot effort scoped separately.
Department ownerConfirm workflow, samples, baseline and acceptance.Interviews, observation and weekly pilot review.
Staff participantShow real work, correct findings and try the workflow.Approximately 2–3 hours in discovery.
Data / system ownerAuthoritative sources, definitions, exports and access.Depends on the selected systems.
Builder / analystApproved prototypes, tests, documentation and training.Nexus Azeo builds after the pilot charter is agreed.
Privacy / compliance reviewerReview data boundaries and procedure changes.Gate reviews and exceptions.

Keep the identity chain intact

Parcel + harvest pass → intake lot → wine lot → vessel history → bottling run → finished lot → pallet / shipment → business customer.

Record the identifier, date, quantity and explicit unit at each handoff. Show a missing or conflicting link; ask the source owner to resolve it. The winery’s existing records remain authoritative.

Day-100 decision criteria

Evidence & accuracy

100% of material statements sourced; at least 95% factual accuracy on agreed cases; 100% correct identity and units where relevant.

Control

Zero unapproved consequential action or automatic production, statutory, finance or HR write.

Value

At least 20% measured time saving, including review and correction, or an agreed equivalent quality gain.

Usefulness & continuity

Average usefulness at least 4/5. A named owner and another trained user can reproduce the workflow.

These are acceptance targets from the supplied guide, not achieved results. A failed control pauses the pilot; a persuasive demonstration is not evidence to scale.

INAMA / DETAILED IMPLEMENTATION

Every part of the winery.

For Nexus Azeo facilitators: prepare each department’s interview, collect a small evidence sample and observe real work. These cards guide the implementation team.

Nexus Azeo implementation plan · based on the supplied documents dated 2 September 2026, adapted to Arnaud’s direction: one managed Inama platform. Owners, schedules and pilot targets remain to be agreed.

Leadership and day-to-day management

Card 1 / 14

Purpose

Create one reliable rhythm for decisions, exceptions and follow-through without turning AI into the manager.

People to include

Executive sponsor; family/leadership representatives; operations, commercial, finance and technical owners.

Evidence to collect before the session

  1. Weekly/monthly meeting packs, KPI reports and action logs
  2. Budgets, forecasts, production plans, stock reports and commercial reviews
  3. Management calendars, seasonal deadlines and recurring requests
  4. Examples of decisions delayed by missing, late or conflicting information

Questions to ask

  1. Which decisions recur daily, weekly, monthly and by season?
  2. What five questions should leadership be able to answer immediately?
  3. Which numbers or narratives arrive late, conflict or require manual reconciliation?
  4. Where does a decision depend on tasting, field observation, experience or relationship context?
  5. How are actions assigned, followed and closed today?
  6. Which information is too confidential for a shared AI project?
  7. What would make a weekly brief genuinely useful rather than another report?

What to observe live

  1. Preparation and conduct of one real leadership meeting
  2. How a decision moves from question to evidence to owner and deadline
  3. How exceptions are escalated and how past decisions are retrieved

First safe pilot hypothesis

A weekly sourced management brief: performance, changes, exceptions, decisions required and actions with owners/dates.

MUST REMAIN HUMAN No budget commitment, strategic decision, contract, price, payment, hiring or staff-performance decision.

Measures and Day-30 output

MeasureAcceptance signal

Preparation timeAt least 30% reduction from measured baseline

Action qualityAt least 95% of actions have owner and due date

EvidenceEvery material claim cites an approved source/date

UsefulnessLeadership average at least 4/5 after four cycles

Day-30 output: Decision calendar, KPI dictionary, source map, current baseline and one manually reviewed brief prototype.

INAMA / DETAILED IMPLEMENTATION

The working audit book.

Nexus Azeo’s implementation records: interviews, observed workflows, systems, use cases, pilot charters and market requirements. Staff are not asked to configure AI or invent their own tools.

Nexus Azeo implementation plan · based on the supplied documents dated 2 September 2026, adapted to Arnaud’s direction: one managed Inama platform. Owners, schedules and pilot targets remain to be agreed.

For your account’s audit discussions. Saved records are visible to the signed-in account that created them. This edition has no shared staff review queue. Status is a recorded declaration by the author; it does not grant access or activate an integration.

Use approved, minimal examples. Record source, version and owner. Write [UNKNOWN], [CONFLICT] or [DECISION REQUIRED] where appropriate. Leave secrets, bank details and sensitive HR information out.

Your saved audit records

Load your records or create the first one above.

01 / LISTEN FIRST

Where could AI
help your day?

Bring one real task. Nexus Azeo will use it to map the process and agree what to build with the department owner.

Your first task

About 8 minutes

Required unless marked optional. Answers are saved to your signed-in account for your discovery discussions.

Your saved contributions

Save a task above, or load your previous contributions.

STAFF INDUCTION / PROPOSED

Learn the task.
The platform handles the technology.

Nexus Azeo trains each team on the functions built for its work. This is the proposed induction structure; operational practice starts once a function is tested and released.

INDUCTION 01

Find your assigned work

Your Inama account will show the functions released for your role. Nexus Azeo configures each workflow before it becomes available.

  1. Open the assigned function in the Inama back office.
  2. Read its purpose, required information and named reviewer.
  3. If the task is outside its scope, send a request to the programme owner.
The working rule

Staff do not choose AI software, write prompts or connect systems. The function must be approved and released first.

03 / BUILD WHAT PROVES USEFUL

Start small.
Make it work.

Four hypotheses from the supplied decision guide. Confirm the problem, source quality, owner and baseline during the audit. Targets below are proposed acceptance measures, not results.

01 / P1 · LeadershipProposed

Weekly management brief

Use what we have
Audit the current meeting pack and time one complete preparation and review cycle.
Inputs
Approved KPI, production, stock, commercial reports and action logs, each with owner and date.
Output
Performance, changes, exceptions, decisions required and actions with owners and dates.
Human review
Executive sponsor. Source owners resolve conflicting figures.
Pilot test
Target: preparation time −30%; 95% of actions have an owner and due date; material claims sourced.
02 / P2 · Start with the UKProposed

Export & market cockpit

Use what we have
The UK market work and CRM are starting material to reconcile and approve, not a verified live database.
Inputs
Market, importer, SKU/vintage, stock, sell-in, depletion, price, listings, pipeline, samples and actions.
Output
A weekly market review and proposed CRM changes, with gaps and conflicting account ownership visible.
Human review
Export/commercial owner. Reconcile Hallgarten, heritage accounts and Arnaud’s relevant relationships before activity allocation.
Pilot test
Target: 95% of opportunities have owner, next action and date; review preparation time −40%.
03 / P3 · ViticultureProposed

Vineyard observation digest

Use what we have
Map the observation vocabulary, seasonal calendar and field-to-record process before designing the pilot.
Inputs
Approved parcel observations, photos, phenology, weather records and follow-up, with IDs and units.
Output
Structured observations and a weekly exception digest. Missing context remains visible.
Human review
Viticulture manager. No diagnosis, treatment, dose, harvest decision or work instruction.
Pilot test
Target: 90% complete records; digest in under 10 minutes; correct parcel identity and explicit units.
04 / P4 · Winery and cellarProposed

Lot & vessel memory

Use what we have
First establish the lot/vessel dictionary, source precedence and representative histories.
Inputs
Approved lot, operation, analysis, tasting and vessel/barrel history exports.
Output
A read-only lot passport and meeting pack with source dates and visible lineage conflicts.
Human review
Winemaker / cellar master. No addition, transfer, blend, vessel instruction, release or official write.
Pilot test
Target: reconciled lineage; lookup under 60 seconds; meeting preparation time −30%.

Test before expanding

20–30 evaluation cases per pilot

Include normal work, incomplete records, stale sources, conflicts, duplicate identities, wrong units or dates, unauthorised requests, instructions hidden in documents, unavailable systems and recovery.

Define expected facts, permitted sources, required flags, prohibited actions and the reviewer before running the test.

Keep a weekly review

Record current-process time, assisted preparation, reviewer time, factual accuracy, missing information, identity errors and usefulness.

Stop on an unapproved consequential action, wrong operational identity or hidden unit conversion.

No pilot has been activated through this portal. Approved snapshots come before live connections. Knowledge and communication tasks may become additional platform functions after the same audit and approval process.

PLATFORM DESIGN / NEXUS AZEO

Simple on the surface.
Methodical underneath.

Inama staff work in an Inama back office. Nexus Azeo designs, builds and maintains the processes behind it, with AI available only inside the functions approved for each role.

What staff will see

  1. My work

    Only the functions and records assigned to their role.

  2. A clear task form

    Familiar fields, approved sources, required information and visible gaps.

  3. A prepared result

    Source references, draft status, checks and the next permitted step.

  4. Review and support

    A named reviewer, correction route and a history of the task.

What Nexus Azeo manages

Workflow design, instructions, approved knowledge, field validation, access rules, AI configuration, tests, versions, monitoring and support.

ChatGPT, Codex or a suitable AI service will support this layer behind the interface. Staff will not be sent to a general chat tool.

Operational AI functions not connected

One release process for every function

01 · Map

Nexus Azeo observes the real workflow, sources, decisions, handoffs and current baseline.

02 · Agree

Arnaud and the Inama department owner agree the problem, output, limits, reviewer and success measures.

03 · Build

Nexus Azeo builds the task form, source handling, processing and review steps on approved test material.

04 · Test

Run normal, missing, conflicting and unauthorised cases. Resolve failures before staff access.

05 · Release

Enable the specific function for named roles after sign-off and task-based training.

06 · Maintain

Review usage, failures and value. Nexus Azeo controls changes, retests them and can pause a function.

Responsibilities to encode in the platform

RoleAllowed workRelease / approval
Staff memberRun assigned functions, provide evidence, review their draft and report problems.Cannot create integrations, expand access or change workflow instructions.
Department reviewerReview outputs in their scope, return corrections and confirm operational accuracy.Technical and business decisions remain with the designated Inama owner.
Nexus AzeoDesign, build, test, configure, release and maintain approved functions.Releases follow agreement with the accountable Inama owner.
Inama sponsorSet priorities, resources, data access boundaries and acceptance criteria.Approve scope, phase progression and consequential integration decisions.
Current status. This site presents the implementation programme. The role matrix above is the build specification, not an active staff permission system. Audit forms save records; the operational modules, shared review queues and AI processing are the next build stages after workflow approval.