AI agentSourcing and negotiation

AI supplier selection agent

An AI supplier selection agent turns the team's requirements into weighted criteria and records the weights so everyone can see them before scoring begins.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Supplier proposals
Evaluation criteria and weights
Mandatory requirements
Risk and financial notes
AI supplier selection agentPrepared for review
  • ✓Side-by-side comparison
  • ✓Score sheet by criterion
  • ✓Selection rationale draft
Handed toEvaluation panel receives the comparison and score sheet
4inputs it reads
6steps in the walkthrough
1point where a person decides
3outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Gather bidsRecord
  2. 2Normalise offersAgent
  3. 3Score on criteriaAgent
  4. 4Check conflictsAgent
  5. 5Panel decidesPerson
  6. 6Record rationaleRecord

Collects supplier responses and supporting documents.

Puts prices, scope and terms into a common form.

Applies the weighted evaluation model to each supplier.

Flags missing items and unusual exceptions.

The evaluation panel discusses and selects.

Stores scores and the reason for the choice.

The basics

What is an AI supplier selection agent?

It scores each candidate against the criteria using quotes, documents and vendor records, and shows the evidence behind every score.

Read the full explanation

It highlights where candidates tie, where information is missing and where one option is strong on one point and weak on another.

Where it breaks

Why this step is hard by hand

Selection is often decided by familiarity or the loudest voice. Criteria shift after quotes arrive, and the reasoning is hard to reconstruct later.

Weights change after seeing prices, which tilts the result toward a preferred vendor.

Candidates answer different questions in different formats.

Informal favourites get the benefit of the doubt.

The reasons for the choice are lost, which causes problems in audits and disputes.

Security or financial concerns appear after the choice feels settled.

The path

How the agent does it

  1. 01Fix the criteria

    The agent records requirements and weights, agreed by the team, before looking at candidates.

  2. 02Normalise the inputs

    It maps each candidate's quote and documents onto the same fields.

  3. 03Score with evidence

    It assigns a score to each criterion and links it to the source passage.

  4. 04Show trade-offs

    It lays out strengths, gaps and unknowns for each candidate side by side.

  5. 05Record the reasoning

    It stores the criteria, scores and rationale with the final decision for later review.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

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Under the hood

Inside the work

AspectBy handWith the agent
ComparisonResponses arrive in different formats and are re-keyed.Offers are set into one comparable layout.
ScoringWeights are applied inconsistently between evaluators.The same weights are applied to every supplier.
GapsMissing answers are found late.Unanswered requirements are listed per supplier.
Audit trailReasons for the choice live in meeting notes.Scores and rationale are stored with the decision.
BiasFirst impressions colour judgement.Scores can be reviewed before names are revealed.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    The decisionThe buying team and budget owner choose the supplier.
  • ✓
    WeightingPeople set what matters most for this purchase.
  • ✓
    Judgement callsExperts weigh qualities that scores cannot capture.
  • ✓
    Approval and awardAuthorised staff approve and communicate the outcome.

Mistakes to avoid

  • ×
    Changing weights after quotesThis undermines the fairness of the process.
  • ×
    Scoring without evidenceA score with no source cannot be defended.
  • ×
    Equating lowest price with best valueTotal cost and risk need to be in the criteria.
  • ×
    Not telling unsuccessful suppliers whyIt damages future competition.

Not sure where supplier selection fits in your process?

Talk it through with the team. We will map it to your steps and show where a person stays in control.

  • Works from a sample of your real items
  • Shows what Flo handles and what it hands over
  • No commitment to start
Rollout

Rolling it out

  1. 1Test on a past decision

    Replay a closed selection and compare the agent's scoring with the outcome.

  2. 2Use as a second reader

    Let it prepare comparisons while panels score as normal.

  3. 3Standardise weights

    Agree template weights by category.

  4. 4Expand to larger decisions

    Apply to high-value selections once panels trust the layout.

Signs you would benefit

Panels spend meetings reconciling spreadsheets.
Selections are hard to defend afterwards.
Evaluators apply weights differently.
Gaps in bids are found after the shortlist is made.
The numbers

How to measure it

Set your own baseline first. We do not publish benchmarks without a source you can check.
Metric 1

Selections with recorded rationale

Documented selections (%) =
supplier selections with criteria, scores and rationale storedtotal selections× 100

This shows whether decisions can be explained afterwards. A low figure means the process depends on memory.

  • Sample records during audits.
  • Check criteria were fixed before scoring.
Questions

Frequently asked questions

Quick answers to what people ask most about supplier selection.

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What is supplier selection?

It is the step of comparing shortlisted suppliers against defined criteria and choosing one to contract with.

Does the agent choose the supplier?

No. It scores, compares and explains. The buying team makes the choice and owns it.

How does it keep scoring fair?

It records criteria and weights before scoring and ties each score to evidence. Changes to weights are logged so they can be reviewed.

What if information is missing?

It marks the gap and does not fill it with a guess. A person can then request the missing detail from the supplier.

Try supplier selection on your own data

Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.

  • People approve, sign and pay
  • Every action is logged
  • Start with a small sample