Research Signals

Signal scan

Map current GUI-agent and multimodal research signals to a Lines product or workflow question.

POST

https://api.nearform.co/v1/adam/research-signals

Request

curl --request POST \
  --url https://api.nearform.co/v1/adam/research-signals \
  --header "Authorization: Bearer ADAM_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
  "workspace_id": "ws_demo",
  "input": "Replace with the endpoint-specific Lines artifact or research question",
  "human_review_required": true
}'

Request

curl --request POST \
  --url https://api.nearform.co/v1/adam/research-signals \
  --header "Authorization: Bearer ADAM_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
  "workspace_id": "ws_demo",
  "input": "Replace with the endpoint-specific Lines artifact or research question",
  "human_review_required": true
}'

Request

curl --request POST \
  --url https://api.nearform.co/v1/adam/research-signals \
  --header "Authorization: Bearer ADAM_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
  "workspace_id": "ws_demo",
  "input": "Replace with the endpoint-specific Lines artifact or research question",
  "human_review_required": true
}'

200

400

{
  "id": "create_research_signal_scan_01HXYZ",
  "object": "create-research-signal-scan",
  "status": "queued",
  "beta": true,
  "human_review_required": true
}

200

400

{
  "id": "create_research_signal_scan_01HXYZ",
  "object": "create-research-signal-scan",
  "status": "queued",
  "beta": true,
  "human_review_required": true
}

200

400

{
  "id": "create_research_signal_scan_01HXYZ",
  "object": "create-research-signal-scan",
  "status": "queued",
  "beta": true,
  "human_review_required": true
}

Beta access: ADAM is currently in beta. Create a Lines account — https://nearform.co/account — and apply for access — https://nearform.co/apply.

What this endpoint does: This endpoint asks ADAM to gather and organize evidence around a product hypothesis. Its initial specialization tracks cross-app professional workflows, high-resolution GUI grounding, realistic visual-web tasks, long temporal video understanding, and AI-in-the-loop system design.

Input: Provide a research question, product context, optional source URLs, and a date horizon. You can request benchmark comparison, opportunity mapping, or risk signals.

Output: Returns claims, supporting and contradicting evidence, source links, confidence, recency, and implications for Lines Nodes, Views, Agent Packs, or evaluation harnesses.

Human review: Research signals are evidence for a decision, not the decision itself. Review source quality and resolve conflicting claims before acting.

Research signals: WindowsWorld — https://arxiv.org/abs/2604.27776 ScreenSpot-Pro — https://arxiv.org/abs/2504.07981 VisualWebArena — https://arxiv.org/abs/2401.13649 TemporalVLM — https://arxiv.org/abs/2412.02930 AI-in-the-loop framing — https://ojs.aaai.org/index.php/AAAI/article/view/35083

Apply for beta

Need help? Contact Support

Join our Discord Community

Questions? Contact Sales

Request

curl --request POST \
  --url https://api.nearform.co/v1/adam/research-signals \
  --header "Authorization: Bearer ADAM_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
  "workspace_id": "ws_demo",
  "input": "Replace with the endpoint-specific Lines artifact or research question",
  "human_review_required": true
}'

200

400

{
  "id": "create_research_signal_scan_01HXYZ",
  "object": "create-research-signal-scan",
  "status": "queued",
  "beta": true,
  "human_review_required": true
}