Agentic AI procurement for research labs
One conversation that answers what to buy, compares sellers on price, and keeps the whole purchase on one traceable record.
One conversation that answers what to buy, compares sellers on price, and keeps the whole purchase on one traceable record.










The sellers that list it, side by side
The specification is read off the listing you already buy, the sellers that list the same substance are checked, and every price is divided by its pack so the rows compare.
Aliquot says this equivalent lists cheaper. It never says you paid too much.

Options and alternatives, tracked per line
Every line carries what else would do: a different pack, a different grade, a different seller. The order is assembled from what your step permits, not from what was ordered last time.
Alternatives are shown with the property that makes them equivalent. Nothing is swapped without one.

Specifications, protocols and the method
Describe the work rather than the catalogue number. Aliquot reads the specification, finds the protocol, and takes the method down to the products it needs and how they are used, with the source on every answer.
It answers from rows it retrieved. It cannot state a price, a catalogue number or a swap that no row produced.

Approval to the bench
Approvals, purchase orders, the promised-date clock on every line, the chase when one runs late, goods receipt, and five sellers' invoices reconciled on one record.
Automated up to the approval. A person approves and sends. Nothing leaves on its own.

The proof
One product a lab buys every month, three listings that could stand in for it, and what the fence says about each. Measured, not illustrated.

Wide-Mouth HDPE Packers without Caps: Bulk Pack
012-0250BP, thermofisher.com
3 that could stand in for it
Nalgene Boston Round Narrow-Mouth HDPE Bottles with Closure: Bulk PackCapacity 175 mL Colour Natural Material HDPE Shape Round
Bulk Pack HDPE Cylinder Rounds without CapsCapacity 250 mL Colour Natural Material HDPE Shape Round
Nalgene Sustain BPA/BPS-Free BottlesCapacity not published Colour Pastel Green Material not published Shape not publishedRead off the sellers' own pages, exactly as they publish them. No two line up, and nothing on this screen says which one matters.
The same 3, answered
Nalgene Boston Round Narrow-Mouth HDPE Bottles with Closure: Bulk PackCapacity 175 mL, 250 mL required
Bulk Pack HDPE Cylinder Rounds without CapsEvery required property matched
Nalgene Sustain BPA/BPS-Free BottlesCapacity never published, nothing was checkedRefusals are shown, not filtered away, and each names the property that failed. Photographs and listings: thermofisher.com.
Its published properties become the specification
At any of the five
Ask in words, and the assistant is allowed to say it does not know. Every answer is checked against the rows it was built from before you see it, and one that invents a catalogue number, a price or a swap is refused rather than shown.
How it works
From the sentence somebody sends you to the box that turns up. You start from something the lab already buys, and nothing in between asks you to retype it.
A product you reorder becomes the reference. Its published properties are taken as the specification, so no one retypes requirements into an empty form.
Each property arrives marked required or preference, and either can be changed. The candidate count moves as you do, so the cost of a stricter rule is visible before it is accepted.
Every seller that lists the substance is checked at once, and each equivalent arrives with its price, read from the page that published it. Refusals are shown rather than filtered away, each naming the property that failed. The comparison re-runs on a schedule, so a verdict that moves is reported.
The lines become a basket, with anything that could not be priced named rather than dropped. Approval mints the purchase order; a person then confirms the document and sends it. None of the three happens on its own.
Every order keeps its promised date, and moves into what needs attention on the day that date is missed. A part shipment is recorded as a part shipment.
The problem
One line on a reorder. Twelve things nobody in the building can answer about it, and a decision due either way. All of it lands on one lab manager.
Near-identical listings for the same thing. Nothing on any of them says which is equivalent.
Every seller describes the same bottle its own way. Capacity on one page, volume on the next, and nothing that lines up.
A published price is only true on the day you looked at it. By the time anyone approves it, two of the three have changed.
A rep gives you a discount that appears on no page. The one figure that decides it is the one nothing can compare.
One method needs a dozen consumables. Naming them, one at a time, across three portals, is the afternoon.
And not one of them is bench work. Multiply by every consumable in the building.
The catalogue number goes into a message, then a spreadsheet, then the seller's own portal. Nobody checks it is still the same number.
Part of the line ships, part of it goes on back order, and nobody finds out until the bench is already set up.
The line is late. The email goes out on a Friday, the reply lands in one person's inbox, and the order says nothing about either.
They arrive as attachments, from five sellers, on five schedules. Someone matches each one to a row by hand, weeks after the box turned up.
What the lab has already spent this quarter is a column somebody has to add up, in a different file from the one that placed the orders.
The wrong thing arrives at the bench, and it is your name on the order.
So it is skipped, and whatever arrives is whatever was ordered last time.
We derive the specification from it live, run it against the sellers that list it, and show you what matches, what we refuse to vouch for, and what each seller lists it at.
Book a walkthrough
There is no sign-up form. Access is by invitation after a conversation, which is a decision (ADR 0012) rather than a queue.