AI agentSourcing and negotiation

AI concession planning agent

An AI concession planning agent lists everything that could be traded in the deal, such as term length, payment timing, volume commitment, reference rights and scope.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Priority list of asks
Possible concessions
Policy and authority limits
Negotiation log
AI concession planning agentPrepared for review
  • ✓Concession plan
  • ✓Trade pairs
  • ✓Running concession log
Handed toNegotiation lead receives the plan
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. 1List the asksAgent
  2. 2Rank prioritiesAgent
  3. 3Price the givesAgent
  4. 4Plan the tradesAgent
  5. 5Lead approvesPerson
  6. 6Track concessionsRecord

Collects everything wanted and everything we could give.

Orders asks by value to the business.

Estimates the cost of each possible concession.

Pairs each give with a get and sets an order.

The negotiation lead confirms the plan and limits.

Records what was conceded and received.

The basics

What is an AI concession planning agent?

It estimates how much each item likely matters to you and to the vendor, so low-cost gives for you can be paired with high-value gets.

Read the full explanation

It proposes sequences of trades and limits, and updates them as the vendor responds.

Where it breaks

Why this step is hard by hand

Concessions are often made on impulse. A negotiator gives ground to break a stalemate and only later realises what it cost.

Concessions are offered with nothing asked in return.

Nobody has priced what a longer term or earlier payment is worth.

Big gives come early and leave nothing for later.

Limits are not recorded, so they drift under pressure.

Teams forget what has already been conceded.

The path

How the agent does it

  1. 01List the tradeables

    The agent identifies items that can be traded across price, term, scope and terms.

  2. 02Rank priorities

    It records how much each item matters to the company and the likely importance to the vendor.

  3. 03Set limits

    It notes the floor for each item agreed by stakeholders.

  4. 04Pair trades

    It matches cheap gives with valuable gets and orders them.

  5. 05Track concessions

    It logs what was offered and received as talks proceed.

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
PlanningConcessions are made on the spot.Gives and gets are paired before talks begin.
Cost of a giveThe cost of conceding is unclear.Each concession is valued in business terms.
OrderStrong gives are used early.Gives are sequenced to protect the key asks.
LimitsAuthority limits are forgotten.Each concession shows who may approve it.
MemoryTeams forget what was traded.Concessions are logged with what came back.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Choosing concessionsThe negotiator decides what to offer.
  • ✓
    Setting limitsFinance and owners set what is acceptable.
  • ✓
    Reading the roomPeople judge the vendor's mood and priorities.
  • ✓
    Approving exceptionsLeaders approve trades outside the plan.

Mistakes to avoid

  • ×
    Conceding first on the big itemLittle remains to trade.
  • ×
    Making free concessionsEach give should buy something.
  • ×
    Overvaluing minor pointsTime goes to items that do not matter.
  • ×
    Not loggingTeams lose track of what they have given.

Not sure where concession planning 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 a plan

    Create concession plans for the next negotiations.

  2. 2Test the pairs

    Check that every give has a get.

  3. 3Add limits

    Include authority and policy limits.

  4. 4Review the log

    Compare concessions made with the plan.

Signs you would benefit

Teams give away value early.
Concessions are forgotten by the next round.
Nobody knows what authority they have.
Trades are not pairs, just gives.
The numbers

How to measure it

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

Concessions traded for value

Reciprocal concessions (%) =
concessions paired with a recorded returntotal concessions made× 100

This shows how often a give was matched by a get. A low figure suggests concessions are being made without return.

  • Review unreciprocated gives after each deal.
  • Check that limits were not breached.
Questions

Frequently asked questions

Quick answers to what people ask most about concession planning.

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What is concession planning?

It is the preparation of what you will give, what you want back and the order in which trades will occur in a negotiation.

Does the agent make concessions for me?

No. It maps and sequences options. The negotiator decides what to offer.

How does it estimate what the vendor values?

It infers from the vendor's past behaviour, contract terms and stated priorities, and labels these as estimates. A person validates them.

How is this different from an opening position?

The opening is the first proposal. Concession planning covers the trades that follow as talks move.

Try concession planning 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