Pricing Architecture

PRICING ARCHITECTURE

Pricing isn’t a rate card.
It’s the architecture behind it.

When the cost of intelligence collapses and AI reshapes how value is delivered, legacy pricing breaks. Revenue leaks. Margins compress. Deals stall in procurement. We design the commercial architecture your CFO can defend, your customers will accept, and your board will back.

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THE PROBLEM

Three pricing models.
Zero interoperability.
One broken commercial engine.

A SaaS tool charges per seat. An LLM charges per token. A workflow tool charges per transaction. Procurement asks for a single annual subscription, and the model breaks. Revenue leaders keep discounting to close. Finance keeps rebuilding margin models after the fact. The board keeps asking why ARR quality is deteriorating.

No one has designed the economic engine that makes these coexist at enterprise margins. That is a commercial architecture problem, not a sales problem.

THE REFRAME

Pricing is a decision
the market forces you to make.

Every SaaS leader we talk to is feeling the same pressure. Customers are asking why the seat license still matters when their teams use AI to do more with fewer people. Investors are asking how the pricing will evolve when compute costs drop another order of magnitude. Competitors are undercutting with outcome-based offers that look reckless until they close.

The PE firms backing these companies feel the pressure first. Their value creation thesis runs through pricing. Every quarter a portfolio company defers the decision, the exit multiple compresses. The firms that move fastest separate pricing architecture from the product roadmap, treat them as parallel workstreams, and resolve the architecture before they announce a change.

WHY PRODUCT ADVISORS

We have priced products
you have heard of.

29yr

Combined pricing leadership across ADP, Citi, Oracle, eBay, GE Healthcare, and EY. ISPMA-certified methodology, which fewer than 3% of consulting firms hold.

2hr

Complimentary pricing architecture session. We map your current commercial model against three compute-cost scenarios before any engagement.

0

Slide decks delivered as the primary artifact. We ship decision memos, margin models, and tariff structures your CFO can defend in a board meeting.

WHAT WE BUILD

From pricing anxiety
to defensible architecture.

01 — COMMERCIAL MODEL

A pricing model your CFO can defend.

A tiered commercial structure that absorbs compute volatility, protects EBITDA, and translates heterogeneous vendor costs into a single predictable subscription.

  • Multi-part tariff with floor and ceiling scenarios
  • Margin stress tests across three compute-cost cases
  • Tiered access levels with cost-to-serve per tier
02 — PACKAGING

Offers your customers will actually buy.

Packaging that maps to how buyers budget, how procurement scores vendors, and how champions defend spend internally. Never theoretical. Always tested.

  • Buyer-budget aligned packaging taxonomy
  • Value narrative keyed to economic buyer metrics
  • Win/loss tested pricing thresholds
03 — GO-TO-MARKET

A rollout your revenue team can execute.

Pricing changes fail in execution, not design. We build the internal narrative, seller enablement, and customer migration plan alongside the architecture.

  • Sales enablement and objection handling
  • Existing customer migration playbook
  • Executive and board communication package

Revenue is leaking.
Margin is compressing.
You already know.

If your pricing was designed before AI rewrote the cost structure, the architecture is the problem. Two hours with two operators who have made this call before. No deck. A point of view.

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