Overview1 · Sourcing & Ingestion2 · Parsing & JSON3 · HITL Curation4 · Hybrid Retrieval5 · MCP & Agents6 · Delivery
Stage 3 · Deliver
Downstream Workflow Delivery
Curated, validated tables flow into analyst spreadsheets and data toolkits, while signed event webhooks trigger downstream models, alerts and research workflows in real time.
Clean table · Halcyon Bio statements of operations (USD m)
HITL-approved| Line item | Q3 2026 | Q3 2025 | YoY % |
|---|---|---|---|
| Revenue | 142.0 | 88.5 | 60.5% |
| Cost of revenue | 31.2 | 22.9 | 36.2% |
| Research and development | 214.6 | 171.2 | 25.4% |
| Selling, general & administrative | 61.8 | 54.3 | 13.8% |
| Operating loss | -165.6 | -159.9 | -3.6% |
| Net loss | -98.3 | -121.7 | 19.2% |
Delivery targets
- liveGoogle Sheets (Data Toolkit add-on)Live ranges · refresh on metric.changed
- liveLakehouse table (Iceberg)Hourly append · partitioned by as_of
- livePython / notebook SDKTyped DataFrames
- liveEvent bus (Kafka topic)refinery.documents.v2
- plannedQuant model feature storePending onboarding
Webhook trigger
{
"event": "document.refined",
"id": "evt_01J…",
"occurred_at": "2026-10-15T08:00:00Z",
"data": {
"document_id": "DOC-10Q-3307",
"ticker": "HLCB",
"contract": "document/v2",
"changed_fields": [
"income_statement.rd_expense.q3_2026"
]
},
"signature": "sha256=…"
}Delivery log
No deliveries yet — send a test event. (Simulated; no network call is made.)
Retries: exponential backoff, 8 attempts, dead-letter after 24h. Payloads HMAC-signed.