A pricing negotiation assistant
that suggests the move, a rep makes it
A pricing negotiation is one of the few places in a sales process where getting it wrong costs real money immediately, which is exactly why we do not let an agent make the call alone here. We build an assistant that suggests the next move, a discount level, a bundling option, a term adjustment, based on your actual pricing rules and deal history, and a rep approves every single offer before a prospect ever sees it.
The role today
Negotiating on price is one of the few moments in a sales process with immediate financial consequences, and it is also one of the places where inconsistency between reps shows up most visibly: two reps handling similar deals can land on very different discount levels, not because one judged the situation better, but because one remembered a past deal’s terms and the other did not, or because the pricing rules live in a spreadsheet nobody checks mid-call.
A rep under pressure to close, on a call with a prospect pushing for a better number, benefits from a quick, grounded answer to “what can I actually offer here” rather than guessing or over-discounting to keep the conversation moving.
What the agent takes over
The agent suggests the next move at each step of a negotiation - a discount level, a bundling option, a payment term adjustment - built from your actual pricing rules and from what comparable deals in your history actually closed at, so a rep sees a grounded number instead of a guess. It is deliberately built as a suggestion engine, not a decision-maker: every single offer requires a rep’s explicit approval before it reaches a prospect, with no configuration that removes that gate, because this is the one step in a sales process where an unreviewed automated action carries real financial risk.
Where a suggested move would exceed a rep’s own discount authority, the request escalates automatically to a manager, with the deal history and the reasoning behind the suggestion attached, so the manager is deciding with context rather than from a cold message. Every suggestion, whether approved, adjusted or rejected, gets logged per deal, which both helps a sales manager coach reps on negotiation and gives a clear record for reviewing pricing policy later.
For teams running a formal deal desk, the assistant’s suggestions and the approval trail slot directly into that process, rather than creating a parallel system a deal desk has to reconcile against.
What stays with humans
Every actual offer, every approval, and any exception to standard pricing rules. The agent’s entire role is to make a rep’s next move better-informed; the decision and the action are, without exception, a human’s.
Guards
The approval gate is hard-coded and cannot be configured away - no offer reaches a prospect without explicit rep sign-off, logged. Discount authority limits route automatically to a manager when exceeded. Every suggestion is logged against the pricing rules and deal history that produced it, so the reasoning behind any number is always visible. A kill switch pauses the suggestion engine in one message if the pricing rules need review.
Price and timeline
| Option | Price | What it covers | Timeline |
|---|---|---|---|
| Agency runs it | from $2,400 + support plan | Suggestion logic, approval gate, deal history integration | 3 to 5 weeks |
| Full control, handover-ready | from $4,100 | Source, prompts and pricing rules handed to your team, deal-desk escalation flow | 3 to 5 weeks |
Related
Full package breakdown on the AI agents service page. Within this group, pair it with the quote and proposal agent upstream of a negotiation, and the sales coach agent for managers to turn the negotiation log into coaching. Real builds: a rule-based pricing engine with a hard margin floor is in the digital goods marketplace automation case study, and a quote-and-calculator playbook is in the B2B certification sales agent case study.
Want every negotiation grounded in real pricing rules, with a human approving every move? Get in touch and we will map your discount rules on the first call.
FAQ
Does this agent ever send an offer on its own?
No, never. It suggests a move and a rep must explicitly approve it before anything reaches a prospect. This is the one agent in our catalog we build with a hard, non-optional approval gate rather than a configurable one.
How much does a pricing negotiation assistant cost?
From $2,400 for suggestion logic built on your pricing rules and deal history, live in 3 to 5 weeks. A version with deal-desk escalation across a sales team usually starts at $4,200.
How does it know what to suggest?
From your pricing rules, discount tiers, and historical data on what similar deals actually closed at, so a suggestion reflects real precedent rather than an arbitrary number.
What happens if a rep wants to go beyond their discount authority?
The request escalates to a manager automatically, with the deal history and the assistant's reasoning attached, rather than a rep approving their own exception.
Can we audit what was suggested versus what was actually offered?
Yes, every suggestion and every approved or rejected move is logged per deal, which is useful both for coaching reps and for reviewing pricing policy over time.