Generate M&A due diligence reports with Decodo, OpenAI and Pinecone
Retrieve Parsed Content
Receive Upload Request
Split Uploaded Files + Build Deal ID
Iterate Files for Parsing
noOp
Get Pinecone Index Stats
Upsert Chunks to Pinecone
noOp
Generate Embeddings (Ingest)
noOp
Prepare Parsed Text Document
noOp
Collect Ingested Deal IDs
aggregate
Prepare Analysis Context
Run Due Diligence AI Analysis
openai
OpenAI Chat Model (5-mini)
gpt-5-mini
Parse Structured Analysis JSON
noOp
Generate Embeddings (Retrieval)
noOp
Map Analysis to Report Fields
Render DD Report HTML
noOp
Render PDF from HTML
puppeteer
Convert PDF Base64 to Binary File
noOp
Upload Report PDF to S3
s3
Build Public Report URL
Merge Analysis + Report URL
Is Parsing Job Complete?
Upload File to LlamaParse
api.cloud.llamaindex.ai
Check LlamaParse Job Status
Wait 10s Before Recheck
noOp
Return API Response
noOp
Normalize Parsed Text Payload
Cache Hit?
Prepare S3 File Metadata
Derive Company Seed
Build Domain Candidates
Iterate Domain Candidates
noOp
Decodo Verify Official Domain
decodo
Score Domain Match
Collect Domain Scores
aggregate
Select Canonical Domain
Iterate Enrichment URLs
noOp
Profile Page?
Decodo Scrape Company Profile
decodo
Decodo Scrape Commercial and Risk
decodo
Normalize External Evidence
Collect External Evidence
aggregate
Evidence Coverage Metrics
Has External Evidence?
Prepare External Evidence Document
noOp
Generate Embeddings (External)
noOp
Upsert External Evidence to Pinecone
noOp
Prepare AI Input with Evidence
Augment Report with Evidence
Prepare API Response Payload
Pinecone Vector Store
noOp
Check Deal Namespace Cache
Decodo Search Official Site
decodo
Canonical Domain Acceptable?
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