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What sourcing looks like when every quote arrives already compared.

How an AI employee would take on supplier quotations for a supply chain team, what it could earn by week six, and what stays with the buyers at every level.

At a glance
Function
Supply chain
Organisation
A supply chain or procurement team buying parts, materials and freight from approved suppliers
Process
Supplier quotations: writing the request, chasing the replies, lining them up and preparing the comparison a buyer decides on
Volume
Around 400 quote requests a month, most with three or more suppliers to compare
AI employee
Quotation desk. Reports to the procurement lead; escalates to the Head of Supply Chain
Timeframe
Two-week pilot, then a twelve-week run on the real requests
01 · The scenario

One queue, described so it can be measured.

Adjust to your volumes
OrganisationA supply chain or procurement team buying parts, materials and freight from approved suppliers
ProcessSupplier quotations: writing the request, chasing the replies, lining them up and preparing the comparison a buyer decides on
VolumeAround 400 quote requests a month, most with three or more suppliers to compare
ConnectedProcurement mailbox (read), purchase requests (read), contracts and price lists (read), buying system (read, then file once trusted)
AI employeeQuotation desk. Reports to the procurement lead; escalates to the Head of Supply Chain
Trust levelLevel 3 of 5 is a realistic target by week six
FloorPlacing an order, accepting a supplier’s terms, adding a new supplier and any message leaving the organisation always stop with a person
TimeframeTwo-week pilot, then a twelve-week run on the real requests
02 · The situation today

Everyone can read a quote. Nobody has time to line three of them up.

A purchase request lands with the supply chain team. Someone writes the request for quotation, sends it to the usual suppliers, and waits. The replies come back in different formats, different units and different currencies, and someone types them into a spreadsheet to compare them.

Most of the comparisons are routine. The week is spent chasing the suppliers who have not replied, and checking whether a price that looks good is worse than the one paid last quarter. By the time anyone asks why a supplier was chosen, the spreadsheet has been overwritten twice.

Sound familiarA quote accepted at a higher price than last timeA supplier who never replied, and nobody chasedAn order placed on the wrong unit of measure

What it usually looks like

01Every request for quotation is written by hand from the purchase request.
02Replies sit in inboxes until someone has time to build the comparison.
03Quotes are compared on price alone, because lead time and terms take too long to line up.
04Nobody can say how many requests are waiting on a supplier, or for how long.

You are not short of people who can read a quote. You are short of time to line them up properly before someone has to decide.

03 · How it would be set up

One AI employee, hired on a job description the procurement lead writes.

Nothing new is installed for the team. The AI employee is connected to the procurement mailbox, the purchase requests and the contracts and price lists the team already uses, and only to those.

On day one it only reads and prepares. Every request it drafts and every comparison it builds waits for a person. Before anything runs, the procurement lead sets two things, and both are recorded as decisions with their name on them.

01
Who it may ask

Requests for quotation go only to approved suppliers, and every message leaving the organisation is sent by a person, at every trust level.

02
What it may never do

It never places an order, accepts a supplier’s terms or adds a supplier. The buyer decides, and the decision carries the buyer’s name.

The buying system stays the system of record. Xalios prepares the request, the comparison and the reasoning. It does not commit any spend.

Job description
Written with you on day two

“Prepare requests for quotation from approved purchase requests, for a buyer to send to the approved suppliers. Read the replies, line them up against the contract and the last price paid, and prepare a comparison with a recommendation. Report to the procurement lead.”

scopeRequests for quotation, quote comparison, supplier chasing
system accessProcurement mailbox (read), purchase requests (read), contracts and price lists (read), buying system (read, then file once trusted)
authorityLevel 1, in training. File routine comparisons on its own, once trusted
reporting lineThe procurement lead
escalationProcurement lead, then Head of Supply Chain
Approve the hireNothing runs until you do.
04 · How trust would be earned

Level 3 by week six is realistic. A week back at level 2 is normal.

Every promotion is the procurement lead’s decision, based on the record of work the AI employee has done. A demotion is nobody’s decision. It happens on its own when quality slips, and the reason goes on the record.

LevelWhenStage
LEVEL 1Week 1
Read and prepare

Reads each purchase request, drafts the request for quotation and lists the approved suppliers to ask. Sends nothing.

LEVEL 2Week 2
Line up the replies

Reads each quote as it arrives, converts units and currencies, and sets price, lead time and terms side by side. A person checks every comparison.

LEVEL 3Week 6, typically
Compare and recommend

Raised by the procurement lead after a run of approved comparisons. Routine comparisons are filed with a recommendation. Anything above the spend limit, or from a supplier not seen before, waits for a person.

LEVEL 2When it happens
Automatic demotionautomatic

A supplier changes the layout of its quotes and a few are read wrongly in a day. The level drops to 2 on its own, with the reason attached, and the procurement lead restores it once the new layout is in memory.

LEVEL 4When you decide
Chase the silent ones

Drafts the follow-up to suppliers who have not replied by the date asked. A person sends every one.

05 · One quote request, end to end

Four steps. One of them a buyer’s, and it takes ten minutes.

One purchase request, from the moment it arrives to the moment the order is placed. Nobody spends time on it until there is something to decide, and what reaches the buyer is a comparison, not a pile of replies.

Day 1
The purchase request arrives

A plant raises a request for 2,000 steel brackets, needed in six weeks.

Day 1
The request for quotation is ready

Drafts the request from the purchase request and the drawing, lists the three approved suppliers for this part, and holds it for the buyer to send.

held, waits for a buyer to sendleaves the organisation · needs a name
Day 4
The quotes are lined up

Three replies, in two currencies and two units of measure. Converts them, checks each against the contract and the last price paid, and flags that the lowest quote misses the date by two weeks.

Day 5
The decision

The buyer opens the comparison, sees the recommendation and the reason, and picks the second-lowest price because it meets the date. The buyer places the order, and the comparison is filed with all three quotes attached.

What lands with the buyer is a comparison and a reason. Not three PDFs and a spreadsheet.

06 · Two records, side by side

What the auditor would read, and what the procurement lead reads on a Friday.

The same record, with no separate reporting layer. Both can be replayed. Six months later the quotes, the contract rate and the price last paid open as they were when the choice was made, not as they are today.

Request 7712 · comparedFiled
didLined up three quotes and recommended the supplier that meets the date at the second-lowest price.
becauseThe lowest quote misses the required date by two weeks. The second is within 3% of the price last paid.
sourcesThe purchase request, the three quotes, the contract rate, the last order. Each one opens where it lives.
decided byThe buyer, with one click. The buyer placed the order.
Request 7731 · heldEscalated
did notDid not recommend. Held the comparison and raised it to a person instead.
becauseThe lowest quote is from a supplier not on the approved list, and the value is above the spend limit.
preparedThe comparison, with the unapproved supplier marked, for the procurement lead to decide.
withThe procurement lead, named, with the approved list attached.
07 · What would change

For the supply chain team, twelve weeks in.

Not fewer people. Typing stops getting in the way of buying. Negotiation, new suppliers and the difficult calls stay with the buyers who are good at them, and the comparison is ready before the buyer opens the request.

Today
With an AI employee on the desk
Today

Every request for quotation is written by hand, and every reply typed into a spreadsheet.

With an AI employee on the desk

Requests are drafted from the purchase request, and replies are lined up as they arrive.

Today

Quotes are compared on price alone, because the rest takes too long.

With an AI employee on the desk

Price, lead time and terms side by side, checked against the contract and the last price paid.

Today

Suppliers who do not reply are chased when someone remembers.

With an AI employee on the desk

Follow-ups drafted on the date asked, and sent by a person.

Today

Why a supplier was chosen lives in a spreadsheet that has been overwritten.

With an AI employee on the desk

Every comparison carries its own record: the quotes, the reason and the buyer who decided.

Today

Trust in automation is all or nothing, so it stays at nothing.

With an AI employee on the desk

Authority is earned for each kind of purchase, raised by the procurement lead and withdrawn automatically when quality slips.

08 · Outcomes after twelve weeks

What we would set out to prove on your real run.

Targets for a desk of this shape, agreed with you at the start of the pilot and measured on your real run.

80–90%of quotes read, checked and compared without a person touching them
Same dayfrom the last quote arriving to a comparison in the buyer’s hands
10–20%reach a person before a recommendation, each with the reason it was held
60–90hours a month returned to the buyers at around 400 requests
0orders placed or supplier terms accepted without a named person
09 · What stays with your team

What stays with the supply chain team

The spend limit and the approved list

Both set and changed by the procurement lead. Every change is itself a record with a name on it.

The decision to buy

Which supplier, at what price, on what terms. The buyer decides, negotiates and places the order, and the decision carries the buyer’s name.

The buying system

It stays the system of record. Xalios prepares requests and comparisons with the reasoning attached, and does not commit any spend.

10 · What internal audit would see

Open a comparison from week three and get week three.

Most questions about buying are questions about choice: why this supplier, at what price, and what else was on the table. A useful test at week twelve is simple. Pick ten purchases at random and ask for the comparison.

01Every comparison opens as it stood at the time: the quotes, the contract rate and the last price paid as they were, not today’s versions.
02The spend limit, the approved list, every promotion and any automatic demotion are themselves on the record, each with a name and a reason.
03Anything odd a quote tried to instruct is in the record, with the document that carried it.

The answer to “why this supplier” becomes a click, not a search through old spreadsheets.

decision 7712-areplay · day 5, 09:05
arrived
Purchase request 7712, 2,000 steel brackets, needed in six weeks
knew
Last order at $4.20 each; three approved suppliers for this part; required date in six weeks
permitted
Prepare the request; line up the quotes; recommend below the spend limit
decided
Recommended supplier two: meets the date at $4.32 each, 3% above the last price paid
approved by
The buyer, day 5, 09:05
11 · Where it goes from there

One AI employee becomes an operating model.

The memory built on quotations, which suppliers reply, which prices held, which parts are bought together, is the foundation the next role starts from. Each addition is faster than the last, and each one starts again at level 1 for its own kind of work.

01
Role 1first

Quotation desk

The pilot. Level 3 as the target, with chasing the silent suppliers as the next step you can choose.

Level 3 as the target
02
Role 2next

Order confirmations

Checks each order acknowledgement against what was ordered and flags the differences before the goods ship.

Starts at level 1. Faster than the first.
03
Role 3later

Delivery exceptions

Watches for late and failed deliveries, gathers the proof and drafts the response for a person to send.

Starts at level 1. Faster again.
12 · Pilot scope

Bring last quarter’s requests. We will show you the comparisons it would have built.

Two weeks, one procurement mailbox, one category of purchases, one approved supplier list. A procurement lead for an hour a week, and the spend limit you would defend.

Start a pilot→