The context belongs to you.
A manuscript, its source archive and an editorial rubric.
Planned·Author Studio
Make every claim
answer to its evidence.
Source Stress Tester is a planned publishing service. Inspect the relationship between a statement and its evidence. Find unsupported claims, conflicting dates, incomplete citations and conclusions that go beyond the source.
Product preview · Customer processing not open
FOR
Fact-focused editors, nonfiction authors, research teams, and publishers.
STARTING COST
Pricing at launch
WORKING RHYTHM
One focused review per stable chapter; recheck changed claims.
01 / WHAT IS THIS?
What is
Source Stress Tester?
Make every claim accountable.
Source Stress Tester is a planned publishing service. Inspect the relationship between a statement and its evidence. Find unsupported claims, conflicting dates, incomplete citations and conclusions that go beyond the source.
A work product you can review.
Planned: A claim-by-claim evidence report for an editor to review.
02 / WHY WE ARE BUILDING IT
Why does this
solution exist?
An editorial decision needs to distinguish a supported statement from a plausible sentence. This planned service focuses attention on the exact claim–evidence relationship so an editor can inspect the weak points.
WHY YOU WOULD USE IT
How does it help your work?
Consider it before releasing source-dependent prose, especially where a date, number, quotation, or causal claim carries the argument.
03 / YOUR PROFESSIONAL ASSISTANT
How does it help as
your professional assistant?
These are the intended roles of this planned service; customer processing is not yet open. See what the assistant contributes and which decisions remain yours.
| Professional task | How the tool helps | Your role |
|---|---|---|
| Keep the brief and inputs together | The planned assistant will organize a manuscript, its source archive and an editorial rubric. | You select the material, purpose, and permitted scope. |
| Prepare a focused work product | The planned workflow: Inspect the relationship between a statement and its evidence. Find unsupported claims, conflicting dates, incomplete citations and conclusions that go beyond the source. | You inspect the result against the brief and the source material. |
| Make the next decision reviewable | The intended output is a claim-by-claim evidence report for an editor to review. | You approve the exact version and authorize any next action. |
04 / HOW THE SYSTEM WORKS
How will the system work?
The input defines the scope. The work product makes the result inspectable. Your review determines what happens next.
Select the claims
Identify statements in the chosen manuscript version, including consequential numbers, dates, quotations, and conclusions.
Compare with evidence
The planned review will connect statements to supplied passages and flag gaps, mismatches, or conflicts.
Record the editorial decision
The editor will correct, qualify, support, remove, or accept each flagged statement before the next review.
05 / HOW TO USE IT, STEP BY STEP
How do you use it,
step by step?
The amount of work and review depends on your material, chosen scope, and required output. There is no published processing-time commitment for this planned solution.
Use these steps to prepare for an early-access discussion. They describe the planned service, not an active customer workflow.
Discuss this solution- 01
Select the exact manuscript and evidence snapshot
Choose the exact chapter and the source snapshot used to write it. Keep later or unapproved material outside this review.
YOU LEAVE THIS STEP WITHA focused brief. - 02
Choose the claims and rubric to inspect
Identify the claims that matter: quotations, numbers, dates, named events, or conclusions. Define what the reviewer needs to establish.
YOU LEAVE THIS STEP WITHClear requirements. - 03
Review the proposed processing scope and estimate
Confirm whether the pass covers selected claims or the complete chapter. Review the estimate before a future paid run.
YOU LEAVE THIS STEP WITHAn agreed scope. - 04
Inspect each flag beside its source passage
Read the flagged statement beside the relevant passage. Inspect the source context, population, date, and level of certainty.
YOU LEAVE THIS STEP WITHA reviewable work product. - 05
Record the editorial decision and required correction
Choose a concrete response: correct the statement, qualify it, add support, remove it, or document why the flag does not apply.
YOU LEAVE THIS STEP WITHA documented professional decision. - 06
Review changed claims against the new version
Recheck the changed claims against the accepted evidence version. Keep unresolved decisions visible in the editorial handoff.
YOU LEAVE THIS STEP WITHAn approved handoff.
06 / A CONCRETE EXAMPLE
A number carries the argument.
A chapter quotes a percentage and draws a conclusion from it.
Illustrative scenario · No measured outcome claimTHE WORK PRODUCT
The planned report links the sentence to the source passage and flags a mismatch in date, population, or scope.
THE PROFESSIONAL DECISION
The editor decides whether to correct, qualify, support, or remove the statement.
07 / WHEN AND WHERE TO USE IT
When, where,
and how often?
Choose a moment where the output supports a decision you already need to make.
Recognize the right moment.
- Before an editorial approval of a source-dependent chapter.
- After a substantial change to claims, numbers, or citations.
- When a reviewer flags contradictions or evidence gaps.
Keep your professional context.
- A chapter’s evidence review.
- An editorial agency’s client review package.
- A publisher’s pre-release decision.
Use it when the work changes.
Plan a focused pass after the claims and source snapshot stabilize, then rerun the affected scope after material revisions. Review the flags instead of repeatedly seeking a cleaner score.
Suggested working practice, not a subscription requirement or outcome guarantee.08 / WHAT WILL YOU PAY?
How much
will you pay?
The proposed AI usage rule is five times verified provider cost, with an estimate reviewed before a run. Final subscriptions, minimum charges, included usage, and the full tariff for this solution are not yet published. The main site calculator is an illustrative planning tool. Any paid engagement needs confirmed scope and pricing before it begins.
See platform pricing and plan status09 / WHAT SHOULD YOU EXPECT?
What can you expect
from this release?
A useful assistant has clear responsibilities. These boundaries help you decide whether this solution fits the task in front of you.
- Flags require editorial interpretation.
- A passed mechanical check does not establish factual truth.
- Customer processing is not open through this page.
Your material remains your responsibility. Use sources, writing samples, and assets you are entitled to use. Keep professional review matched to the significance of the work.
10 / PRACTICAL QUESTIONS
What else
should you know?
Still deciding how this fits your project? Bring the actual brief to a conversation with our team.
Ask about your projectCan I use the full service today?
This solution is a product preview. Customer processing is not open through this page. The contact route lets you discuss your intended material, output, and review requirements.
What should I prepare first?
A manuscript, its source archive and an editorial rubric. Bring a specific professional question and describe the result you need to review.
What stays under my control?
Source-use permission, the scope of the task, professional judgment, and approval of the final work remain with you and the reviewers you assign.
How will I know what I will pay?
The complete tariff and any required plan must be confirmed before paid use. The proposed provider-cost multiplier is a pricing principle, not a final quote for your project.
SOURCE STRESS TESTER
Bring one clear question.
Shape the next decision.
Make every claim accountable.
LET’S MAKE SOMETHING WORTH READING
Your next chapter
starts here.
Bring a project. We’ll help you shape the workflow.
Talk about your project