Verify every signal
Analyse image integrity, metadata, provenance, duplicate patterns, product consistency and claim history in one request.
Evidence intelligence for modern operations
Verify photos, documents and claim context. Detect suspicious evidence. Automate the next action through one secure API.
The platform
Single detectors are fragile. FromDone combines content analysis, context, secure capture and workflow logic to produce an outcome your team can use.
Analyse image integrity, metadata, provenance, duplicate patterns, product consistency and claim history in one request.
When existing evidence is not enough, trigger a guided photo or video session with random instructions, session identity and tamper resistant records.
Return a structured recommendation for approval, secure recapture, human review or further evidence based on your own policy.
Connect final case results to improve routing, reduce unnecessary reviews and identify repeated patterns across accounts, products and channels.
How it works
FromDone fits inside the tools your company already uses. No replacement project. No additional portal for customers to learn.
Your system sends photos, documents, order data and the claim reason through the API.
Multiple engines inspect integrity, context, provenance, duplicates and evidence quality.
Your thresholds, values and risk rules determine the appropriate operational path.
Your system receives explainable signals, evidence details and the recommended next action.
One engine, many workflows
Start with refunds and claims. Extend the same infrastructure to every process where evidence quality affects cost, trust or speed.
Retail and commerce
Validate product identity, visible damage, image integrity and duplicate patterns. Approve strong cases quickly and request better evidence only when necessary.
Developer first
Integrate with your commerce platform, claims system, CRM or internal workflow through a clear REST API and event based webhooks.
curl https://api.fromdone.com/v1/verify \
--request POST \
--header "Authorization: Bearer YOUR_API_KEY" \
--header "Content-Type: application/json" \
--data '{
"case_id": "FD_20481",
"claim_reason": "Item arrived damaged",
"order": {
"sku": "LMP_402",
"value": 184.00,
"currency": "EUR"
},
"evidence": [
{ "type": "image", "url": "https://..." }
]
}'
{
"case_id": "FD_20481",
"risk_level": "medium",
"evidence_quality": "incomplete",
"signals": [
"possible_local_edit",
"serial_number_missing",
"related_duplicate_found"
],
"recommended_action": "secure_recapture",
"review_required": false
}
Trust by design
FromDone helps teams understand evidence without turning one uncertain signal into an automatic accusation.
Every recommendation includes the signals, confidence and missing evidence behind it.
Configure retention and processing around the evidence required for each workflow.
Route uncertain or high impact cases to your team with a clear evidence summary.
Keep a structured record of inputs, model versions, signals, actions and final outcomes.
Security and compliance roadmap
The FromDone platform
Analyse digital evidence and return decision ready signals.
Collect better photos and videos through guided secure sessions.
Apply policy and automate the correct operational path.
Give human teams the evidence and context needed to resolve exceptions.
Questions
Need a technical or commercial answer specific to your workflow? Contact our team.
FromDone verifies photos, documents, claim context, metadata, duplicate patterns and secure recapture sessions. It combines multiple signals instead of relying on one detector.
Yes. Integrate through a REST API, webhooks and a secure capture component while keeping your current customer service, claims or commerce platform.
FromDone returns explainable signals and a recommended next action. Your company controls final decisions and can route uncertain cases to human review.
Retail, insurance, logistics, warranties, property, travel, mobility, rental, marketplaces and any workflow where a decision depends on digital evidence.
Start with a controlled pilot using historic or live cases in shadow mode. Compare recommendations with your current outcomes before enabling automation.
From input to done
Tell us how your company collects and reviews evidence today. We will map the integration, pilot scope and success metrics.