Set the review context
Start from a scenario, prompt, or product concern that needs qualified review.
Mission
A review layer for high-risk AI responses
EchoCheck helps teams compare how different instructions shape AI responses, especially where survivor safety and qualified human judgment matter.
Why comparison matters
One AI response is not enough to evaluate design choices
A single chatbot output can look polished while still reflecting gaps in framing, privacy, agency, or risk recognition. Comparing five response modes side by side makes those differences visible and discussable before AI use expands into sensitive contexts.
EchoCheck was built from DV/IPV-informed review needs: rubric-based comparison that gives advocates, product teams, and researchers a shared frame for evaluating AI behavior in survivor-serving scenarios.
EchoCheck is a learning and AI safety evaluation tool. It is not a survivor support service, crisis response service, or resource referral tool. Its lessons, findings, and custom prompts can inform survivor safety planning and advocacy when reviewed by qualified practitioners.
Review flow
Four steps, one shared record
Compare response variants
Review how different instructions shape language, caution, agency, and risk.
Apply a safety frame
Use a shared structure to discuss privacy, coercive control, relevance, and harm potential.
Record what changed
Keep the review focused on what was compared, what improved, and what still needs human judgment.
1 Response
limited perspective
vs
Baseline
response
Safety
response
Expert
response
Stress Test
response
Custom
response
01
Qualified judgment stays central
EchoCheck supports review conversations. It does not replace advocates, clinicians, attorneys, researchers, or other qualified practitioners.
02
Learning and evaluation first
The workflow is designed for training, quality-improvement, research, product review, and policy discussion.
03
Sensitive work stays private
The public site describes the product. Prompts, exports, billing, accounts, and evaluation history belong in the private app.
What EchoCheck does not do
Human judgment remains central
EchoCheck is a learning and evaluation workflow. It does not provide crisis response, survivor support, legal advice, clinical guidance, or individualized safety planning.
Findings, comparisons, and custom prompts can inform practice when reviewed by qualified practitioners — they do not substitute for advocacy expertise, legal counsel, or clinical judgment.
EchoCheck does not validate, certify, or guarantee the safety of any AI response. AI outputs require human review before being used in any decision-making context.
Scope boundary
EchoCheck is a learning and AI safety evaluation tool. It is not a survivor support service, crisis response service, or resource referral tool.
Its lessons, findings, and custom prompts can inform survivor safety planning and advocacy when reviewed by qualified practitioners.
Explore the workflow with the safety primer
The primer is the best first step for understanding scope, limits, and the review model before entering the private app.
Research and evaluation use only. Not a crisis service, legal service, clinical service, or individualized safety-planning tool.