AI agentSourcing and negotiation

AI negotiation correspondence agent

An AI negotiation correspondence agent drafts replies, follow-ups and clarification requests in the negotiator's agreed tone, using the current position and evidence.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Vendor emails
Negotiation plan and asks
Previous exchanges
Tone preferences
AI negotiation correspondence agentPrepared for review
  • ✓Draft reply
  • ✓Summary of the vendor message
  • ✓Flag list for open items
Handed toNegotiation lead receives the draft and flags
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. 1Read threadAgent
  2. 2Pick the positionAgent
  3. 3Draft replyAgent
  4. 4Check commitmentsAgent
  5. 5Lead sendsPerson
  6. 6File the threadRecord

Reads the latest vendor message and history.

Matches the reply to the agreed plan.

Writes a response in the lead's tone.

Verifies the draft makes no unauthorised promise.

The negotiator edits and sends the message.

Links the exchange to the deal record.

The basics

What is an AI negotiation correspondence agent?

It summarises long threads, extracts commitments and open questions, and keeps a record of what each side has said.

Read the full explanation

It flags statements that could be read as agreement, so the negotiator can check wording before anything is sent.

Where it breaks

Why this step is hard by hand

Negotiation unfolds across long email chains. Points get lost, tone drifts and an offhand reply can be read as a commitment.

Key positions are buried across many messages.

Different people send different positions to the same vendor.

Casual wording can be read as acceptance.

Drafting takes time and delays momentum.

It is hard to prove what was offered later.

The path

How the agent does it

  1. 01Read the thread

    The agent reads the vendor's latest message and the history.

  2. 02Check the position

    It compares the message with the current negotiation record and limits.

  3. 03Draft the reply

    It prepares a response that reflects the agreed position and tone.

  4. 04Flag wording risks

    It marks phrases that might imply acceptance.

  5. 05Log the exchange

    It records the points, requests and commitments after the person sends.

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
DraftingNegotiators write each email from nothing.A draft reply is ready that follows the plan.
ConsistencyPositions drift between emails.Replies stay in line with agreed asks.
ToneTone varies across the team.Tone follows the lead's chosen style.
RiskInformal wording makes commitments.Drafts are checked for unintended promises.
RecordEmails sit in personal inboxes.The thread is attached to the deal record.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Sending messagesThe negotiator reviews and sends every email.
  • ✓
    TonePeople choose how firm or warm to be.
  • ✓
    CommitmentsOnly authorised staff confirm any agreement.
  • ✓
    RelationshipPeople manage the vendor relationship.

Mistakes to avoid

  • ×
    Replying quickly without checkingSpeed can cost value.
  • ×
    Different voicesMixed messages weaken the position.
  • ×
    Vague agreementCasual wording can bind.
  • ×
    Losing the recordVerbal side agreements go undocumented.

Not sure where negotiation correspondence 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. 1Draft only

    Have the agent propose replies and the lead send them.

  2. 2Add checks

    Introduce commitment checks.

  3. 3Tune the tone

    Capture preferred wording.

  4. 4Share across deals

    Roll out across live negotiations.

Signs you would benefit

Replies are slow because drafting takes time.
Messages drift from the plan.
Informal wording creates commitments.
Threads are impossible to follow later.
The numbers

How to measure it

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

Messages checked before sending

Checked messages (%) =
drafted vendor messages reviewed against the position before sendingvendor messages sent× 100

This shows how often outgoing wording is checked against the agreed position. It says nothing about how effective the messages were.

  • Review any message sent without a check.
  • Track the time from receipt to reply.
Questions

Frequently asked questions

Quick answers to what people ask most about negotiation correspondence.

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What is negotiation correspondence?

It is the written exchange between buyer and vendor during a negotiation, including proposals, questions, counters and confirmations.

Does the agent send emails to vendors?

No. It drafts and summarises. A person reviews, edits and sends every message.

Can it summarise a long negotiation thread?

Yes. It can list positions, open questions and commitments from a thread. A person should confirm the summary before relying on it.

How does it avoid accidental commitments?

It flags wording that could imply agreement and suggests clearer phrasing. The negotiator makes the final call.

Try negotiation correspondence 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