the white boxKNOW WHAT’S INSIDE.Review my AI spend
AI BUYING & VALUE MANAGEMENTTHE WHITE BOX / 01

YOU BOUGHT AI.
DID IT PAY OFF?

Choose the tools. Negotiate the terms.
Understand the work your money actually buys.

Find the tools for your work
EXHIBIT 001 / THE INVISIBLE COST1,000 approved campaign drafts
On the AI invoice$200Looks efficient. Is it?
A 10-second look behind the number.
ILLUSTRATIVE EXAMPLE

Review time is valued capacity, not an additional cash invoice. Equal accepted output is assumed. Shared subscriptions and TWB fees are excluded.

That’s where we come in.

TWB connects AI buying, spending and accepted work.
So your next decision has a business case.
02 / THE AI SHORTLISTCHOOSE THE WORK. THEN THE TOOLS.

What are you
here to create?

A team brief. A product campaign. Your next episode.
Explore a starting stack and what makes it worth keeping.

THE CREATIVE DIRECTIONFRAGRANCE / CAMPAIGN 01
Illustrative AI-generated fragrance campaign: a lilac glass bottle and a white calla lily in fuchsia studio light
Explore the crop

TWB creative concept · AI-generated illustration, not a Photoroom or Runway output.

TWB STARTING SHORTLIST

From product to campaign.

For an independent brand or solo seller turning product shots into listing-ready visuals.

Photoroom

Pro
$12.99/ mo

Product cut-outs, backgrounds and listing visuals.

Vendor price & details

Only if you need generated video beyond still images.

PUBLIC PLAN TOTAL$12.99/ month
1 operator
Monthly billing · USD

Monthly subscription for a solo workflow. Generation and export limits apply.

Help me choose
THE VALUE TO TRACKCost per approved product image

Credits, rejected generations and retouching time — per campaign.

THE HUMAN CHECK

Check colour, label and product geometry against the original photo.

Prices checked 23 Sep 2026

Curated examples, not purchase rankings or TWB bundles. Vendor subscriptions are separate. Taxes, extra usage and TWB fees are excluded. Confirm regional pricing at checkout.

03 / THE MARKET, IN CONTEXTAUGUST 2026 SNAPSHOT

What businesses
are paying for.

Observed AI adoption.
A signal for your shortlist.

56.1%

Paid AI adoption in
Ramp’s US business index

Source: Ramp Economics Lab
Anthropic43.8%
OpenAI39.8%
Vendor adoption · Ramp, 9 Sep 2026

Ramp’s eligible US business sample, not the whole market or TWB customers. Vendor adoption includes subscriptions or token spend; businesses can use both. These figures do not identify the plan purchased or prove ROI. Static snapshot, checked 23 Sep 2026.

04 / PUT A WORKFLOW TO THE TEST

Cheaper AI.
Costlier work?

Put the numbers to work.
Choose a task. Change the assumptions.

THE WHITE BOX / WORKFLOW LEDGERIllustrative demo · USD

What if a higher AI bill bought back your team's time?

Approved campaign drafts
1005,000
$USD
THE QUALITY CONDITION

Brand voice, factual accuracy and the same approval standard.

Equal accepted output is assumed, not proven.
Current setup

Basic writing model

$3.20
per accepted task
AI charges
$200
Review time value
$3,000
Modeled monthly cost
$3,200
Alternative to test

Stronger writing model

$1.60
per accepted task
AI charges
$700
Review time value
$900
Modeled monthly cost
$1,600
POTENTIAL WORKFLOW COST REDUCTION
$1,600/ month

50% lower modeled cost at the same accepted output.

AI bill change+$500
Review capacity recovered70 hours
A scenario, not a savings promise. All model names and prices are illustrative. Costs include AI usage and valued review time. Shared subscriptions, implementation and TWB fees are excluded. Recovered time is capacity, not cash savings.
05 / BEFORE YOU BUY

Good questions.
Better decisions.

Explore the product workspace

WHY I STARTED TWB

Sani Parizheva

Founder · Singapore

I use AI for real work. I wanted clear answers: am I on the right plan, am I using what it includes, and what am I missing? That is why I am building TWB.

The story behind TWBLinkedIn
YOUR NEXT AI DECISIONSTART WITH ONE WORKFLOW
MAKE IT
WORTH IT.

Three details. A focused conversation.

Review my AI spend