---
# /blocks/product/ - stamped from block-map-canon-v0.5 (entry 9) and the
# block-page template. Confidentiality: shape yes, implementation no; moments
# are illustrative composites; no client names, thresholds or gated figures.
title: 'The product block'
slug: 'product'
object: 'Each product or service line - design, price, performance, suitability and retirement.'
pain: 'Nobody can tell me which lines actually make money, or prove the product is fair when asked.'
description: 'Every product line run as one loop - margin, complaints and suitability read together, acted on before the regulator or the P&L forces it.'
metaTitle: 'The product block: margin, complaints, suitability'
related:
  - 'reporting'
  - 'obligations'
order: 10
noindex: false # launched 2026-07-24
---

# The product block

**Every product line, run as one loop** - margin, complaints and suitability
read together, acted on before the regulator or the P&L forces it.

---

## The pain

*"Nobody can tell me which lines actually make money, or prove the product is
fair when asked."*

A product line is judged by whichever function is looking at it. Finance sees
margin, service sees complaints, compliance sees suitability, sales sees the
mix - and no one sees the line. So the evidence that a product has stopped
working arrives late and in pieces: complaints clustering here, a claims ratio
moving there, margin eroding somewhere no one reconciled until the quarter
closed. The line that should have been repriced or retired runs on, and the
fair-value case for it cannot be assembled until a regulator asks. In insurance
and wealth this is product governance and fair value; in legal, service-line
profitability; in distribution, range and pricing.

## What the block is

The object is each product or service line - one continuous picture per line,
from design and pricing through performance and suitability to retirement.
Everything it produces feeds one live record: design and pricing, margin,
complaints, suitability outcomes, claims ratios, fair-value assessments. A
model reads it permanently. Your product, finance and service systems stay
exactly where they are - the block reads from them, it does not replace them.

## The loop in action

[MOMENT: styled quote panel]
The catch. On one line, complaints are clustering, the margin is eroding and
suitability outcomes are drifting - three departments each holding one of the
three, none alarmed. Read together they are a line failing on both fairness and
economics. The block opens a root-cause review with the pattern assembled, and
flags the line before the regulator or the P&L forces the issue: *"these three
are moving together on this product; here is the case to act now."* The
governance catches what no single dashboard could. - *the dial: recommend*

[MOMENT: styled quote panel]
Margin on a line is deteriorating quarter on quarter. The block drafts the
options - reprice, restructure, or withdraw - each with the numbers attached,
so the decision is a decision and not a discovery: *"here is what this line
earns, and here is what to do about it."* - *the dial: recommend*

[MOMENT: styled quote panel]
A fair-value assessment falls due. The block drafts the evidence pack from the
continuous record ⇄ the obligations loop - the proof that the product is fair
assembled from what actually happened, not reconstructed under deadline. The
answer to "prove it is fair" is already written. - *the dial: draft*

Each output states what it saw, why it matters, what it recommends, and how
confident it is - every fact linked back to its source, in an order a product
owner can read and a regulator can examine.

## You set the dial

Every capability has four positions: **observe** - it reads silently and
measures its own accuracy; **recommend** - it surfaces the case and a proposed
action to a named owner; **draft** - it prepares the action for a human
signature; **act** - it executes within agreed bounds and logs everything.

Everything starts at observe. Promotion is earned on the measured record and
reversed instantly if it doesn't hold. Repricing, withdrawal and anything a
regulator relies on stay behind a human signature wherever your policy demands
one. The mechanics are the immune gate described in
[our framework](/ai-native-company/).

## How it lands

It starts narrow: one product line or one segment of the range, the block at
observe against your own past outcomes. Nothing is replaced, nothing is
migrated - the first signals flow from the systems you already run. From there
it is a bounded engagement - blueprint, build, handover - and your team owns the
result outright: the signal map, the judgement rules, the dial settings, the
working loop.

## The backtest

Take three past lines: one you retired too late, one whose margin drifted for a
year unseen, and one you could not prove was fair when you were asked. What did
your own record know, and when?

That is the first question the diagnostic answers. Take
[the ten-minute diagnostic](https://benchmark.somai.studio), or write
to [hello@somai.studio](mailto:hello@somai.studio?subject=The%20product%20block).

---

<small>Runs on [our framework](/ai-native-company/) · related reading:
[Most AI spend never reaches the P&L](/thinking/most-ai-spend-never-reaches-the-pnl/)</small>
