LensReading which lens this session carries.
Cost per outcome/Concept to shelf

Cost at the unit · one concept, priced line by line

Concept to shelf

How a change to a product reaches a factory. Development, marketing and manufacturing each own a segment and the group owns the date. Across the week of 10 to 16 August 2026 the sample assembled 155 of these and priced them with 942 rate lines. The outcome pages price a chain at one blended human rate and two flat system rates. These pages price each stage at the rate for the function that ran it, the model class it called and the system it ran in, then add the two components the outcome pages never carried at all: platform license and management overhead. The totals therefore differ, and the difference is a change of method rather than new spending. Both numbers are shown side by side wherever they appear.

$62.10
fully loaded, one concept
Fully loaded
$62.10
All five components, one concept
On the outcome pages
$23.93
$38.17 a chain less — one blended rate, no license line, no overhead
Cheapest chain
$8.09
The least any one of these cost in the sampled week
Median chain
$54.47
Half of the 155 chains cost less than this
Ninetieth percentile
$126.73
One in ten cost more — up to $193.06
Metered by value
6.4%
33% of this service’s lines

What one of these is made of

The five components across 155 chains, divided down to one.

People$33.27
53.6% of the concept · $5,157 across 106 lines
License$13.54
21.8% of the concept · $2,099 across 157 lines
Overhead$8.53
13.7% of the concept · $1,321 across 212 lines
Inference$3.38
5.5% of the concept · $525 across 157 lines
Infrastructure$3.37
5.4% of the concept · $523 across 310 lines

The evidence behind these dollars

Every line on this service declares the tier of the rate that priced it.

Metered$618
6.4% of the money on 33% of the lines — a system counted it and a price exists.
Apportioned$2,528
26.3% of the money on 33% of the lines — a real invoice divided by a chosen driver.
Estimated$6,478
67.3% of the money on 34% of the lines — neither quantity nor price is observed.

Loaded rates, license costs and overhead bases are the customer’s figures, and no customer figure has been supplied. Every rate on these pages is a modeled composite: a plausible number of the right order for a group of this size, not a number taken from a payroll run, a vendor contract or a general ledger. Until the real rates arrive, this wave demonstrates the instrument and proves nothing about the business case. That is the same statement the benefit pages make, and it is not softened here.

Every rate that touched this service

The quantity consumed, the rate applied and the tier that rate sits in. Each row is the whole of that rate across the sample.

Professional loaded hour
$96.00 per human hour · Marta Oyelaran
Estimated
$5,157
53.6% of the service
54 units
Specialist application seat
$5.40 per stage · Declan Whitmore
Apportioned
$2,095
21.8% of the service
388 units
Supervision and management
$0.30 per human minute · Marta Oyelaran
Estimated
$967
10.0% of the service
3,223 units
Long-context drafting call
$1.35 per stage · Priya Raghunathan
Metered
$524
5.4% of the service
388 units
Orchestration runtime
$1.10 per stage · Priya Raghunathan
Apportioned
$429
4.5% of the service
390 units
Facilities and corporate services
$0.11 per human minute · Marta Oyelaran
Estimated
$355
3.7% of the service
3,223 units
Document storage and egress
$0.24 per stage · Priya Raghunathan
Metered
$94
1.0% of the service
390 units
Core platform seat
$2.10 per stage · Declan Whitmore
Apportioned
$4
0.0% of the service
2 units
Transactional reasoning call
$0.42 per stage · Priya Raghunathan
Metered
$1
0.0% of the service
2 units

The exception path against the clean one

The same rate card applied to both, so the difference is the work rather than the pricing.

Clean
$54.09
115 chains raised no exception
With an exception
$85.13
40 chains raised at least one

An exception here costs 1.57× a clean concept, and loading the rates does not move that ratio — the direct rates the exception register uses give the same multiple to two decimal places, because the loading falls on both sides of the comparison. Both populations clear twenty chains, so the multiple is a measurement.

The dominant code is C2L-SPC, on 11 of the 40 sampled chains that raised anything at all.

Most common exception on this service: C2L-SPC, raised on 11 of the 40 chains that carried one.

A clean chain and an exception chain of the same service are priced with the same rate card, so the multiple between them is a difference in the work, not in the pricing. A service is only marked measured where at least twenty chains of each kind exist in the sampled week; below that the mean is a curiosity rather than a measurement, and the page says so on the row. The weekly excess scales the sampled difference by fifty and assumes an agent removes 60 percent of it, which is an assumption and is stated as one.

Inference attributed to this service

Its share of the estate’s weekly inference bill, worked out from the stages it actually ran.

Stages priced
390
Model calls recorded against these chains
Share of sampled inference
21.5%
Of every inference dollar in the priced sample
Scaled to a week
$26,232
Sample multiplied by fifty
Per outcome
$3.38
Across 155 chains
Charged at the model class the stage actually needs rather than one blended rate, so a chain that reads a specification in full costs more than one that files a receipt.