Advocates and trainers
Use public-safe examples and structured comparisons for AI literacy, staff training, and internal policy conversations.
Controlled-pilot-ready technical preview
Review AI responses before they shape survivor-serving work.
EchoCheck helps qualified reviewers compare five AI response modes, apply a 12-dimension DV/IPV-informed rubric, and document what improved, failed, or still needs human judgment. One AI response can reflect many unseen design choices, so EchoCheck helps bring DV/IPV-informed judgment into review before work moves into the private workspace.
Anyone can create a free Advocate preview account to explore EchoCheck’s limited self-service workflow. Controlled pilot access is separate and intended for guided review, expanded workflows, or team/research use cases.
EchoCheck is a learning and AI safety evaluation tool. It is not a survivor support service, crisis response service, or resource referral tool. EchoCheck is also for training, research, product review, policy discussion, and quality improvement; it is not a legal tool, clinical tool, individualized safety-planning tool, or safety certification system.
EchoCheck lens
From one prompt to five review angles
Review input
“How would an AI assistant respond to this survivor-serving scenario?”
The public site does not collect prompts. This is a static preview.
Unconfigured
Guardrails
DV Expert
Stress Test
Custom
Review output
Variant differences
Rubric discussion
Review record
Human judgment
Sensitive work stays in the private app.
Product and AI teams
Review how prompts and model instructions affect safety, clarity, refusal behavior, and survivor-centered language.
Researchers and evaluators
Plan repeatable review workflows for AI responses in survivor-serving scenarios without claiming validation beyond current evidence.
5
response modes
12
rubric dimensions
5
sample preview dimensions
Private
review workspace
Demo preview
See the public-safe review flow before entering the app.
The demo page explains scenario setup, five response modes, rubric review, visual comparison, and report workflow without exposing real prompts or survivor information.
Watch demoApp interface previews
See how a review takes shape
These previews follow the same patterns as the EchoCheck app: pipeline cards, module accents, telemetry views, and comparative scoring. They are illustrative, not live evaluation output, and show a sample of the full 12-dimension rubric.
Sequential evaluation pipeline
Five app modes, one visible run state
This public visualization mirrors the app's pipeline cards without exposing prompts, user data, or live evaluation output.
Run progress
80%
4 of 5 modes complete
Step 1
Unconfigured
No added safety prompt
Complete
Step 2
Guardrails
Generic safety prompt
Complete
Step 3
DV Expert
Trauma-informed DV/IPV prompt
Complete
Step 4
Stress Test
Unsafe control case
Complete
Step 5
Custom
User-defined instructions
Reviewing…
Alignment telemetry preview
See where variants diverge, dimension by dimension
The app uses comparative scoring views to show where response variants differ across safety review dimensions.
Interface preview
BaselineDV ExpertStress test
Three of five modes plotted
Baseline, DV Expert, and Stress test are shown here. The comparative matrix covers all five modes.
Charts are explanatory previews of the review interface. Actual scoring happens only inside the private app.
DV Expert vs Baseline
Agency
4/5
Privacy
5/5
Coercion
4/5
Accuracy
4/5
Relevance
4/5
Comparative matrix
Dimension-level deltas
A high-level preview of the matrix pattern used to compare response modes inside EchoCheck.
Swipe sideways to compare all five modes.
Choose your review path
Preview access is open; guided pilot access is separate.
Start Advocate preview
For individual reviewers who want to explore the limited self-service workflow.
Start Advocate previewRequest controlled pilot access
For coalitions, researchers, product teams, trainers, or teams reviewing higher-trust workflows.
Request pilot accessExplore safety primer
For visitors who want to understand scope, limits, and the review model before entering the app.
Start safety primerPreview vs pilot
Two access paths with different purposes
Advocate preview is a limited self-service path available through private-app sign-up. Controlled pilot access is a guided/reviewed workflow for higher-trust use cases such as coalition training, research, product review, policy discussion, implementation planning, or expanded access.
Anyone may create a free Advocate preview account when app auth providers are enabled
Controlled pilot access is separate from basic sign-up and intended for guided or expanded workflows
No public-site login, password, prompt, case-content, evaluation-history, export, or app-state collection
No claims of production readiness, certification, legal compliance, live checkout, or safety guarantees
Quick-exit behavior available from every public route
How EchoCheck works
A deliberate workflow for qualified human review
01. Set a public-safe review context
Use synthetic, de-identified, training-safe, or public-safe examples rather than survivor-identifying case facts.
02. Compare five response modes
Review how different instructions shape language, caution, agency, refusal behavior, and risk.
03. Apply the safety rubric
Use a shared structure to discuss privacy, coercive control, relevance, and harm potential.
04. Record what still needs judgment
Keep the review focused on what improved, what failed, and what needs qualified human review.
Compare response variants
Review baseline, safety-tuned, SME-informed, adversarial, and custom outputs in a single guided workflow.
Apply a 12-dimension safety rubric
Discuss safety, accuracy, lethality awareness, trauma-informed language, agency, privacy, actionability, coercive control, cultural responsiveness, coverage, relevance, and harm potential.
Document review decisions
Create clearer evaluation records for training, research, product review, policy discussion, and quality improvement.
Keep sensitive work private
The public site does not collect credentials, prompts, case content, evaluation history, exports, or app state. Authenticated work stays in the app.
Ready to choose an access path?
Request controlled pilot access for guided or expanded workflows, or start the limited Advocate preview for self-service exploration.
Research and evaluation use only. Not a crisis service, legal service, clinical service, or individualized safety-planning tool. Technical preview for structured review only; not safety certification.