Applying Results

The extraction pipeline returns raw JSON from the AI model. The applyExtracted and applyExtractedQuote functions normalize this into clean, typed fields ready for persistence.

Policies

import { extractFromPdf, applyExtracted } from "@claritylabs-inc/cell";

const { extracted } = await extractFromPdf(pdfBase64);
const fields = applyExtracted(extracted);

Output fields

Field	Type	Description
carrier	string	Insurance carrier name
security	string?	Security/surplus lines carrier
underwriter	string?	Underwriter name
mga	string?	Managing General Agent
broker	string?	Broker name
policyNumber	string	Policy number
policyTypes	string[]	Types (e.g., ["General Liability"])
documentType	"policy" | "quote"	Document type
policyYear	number	Policy year
effectiveDate	string	Policy effective date
expirationDate	string	Policy expiration date
isRenewal	boolean	Whether this is a renewal
coverages	Coverage[]	Coverage details with limits
premium	string?	Total premium
insuredName	string	Name of the insured
summary	string?	AI-generated summary
metadataSource	object?	Raw metadata from pass 1
document	object?	Sections and supplementary data from pass 2-3
extractionStatus	"complete"	Always "complete"
extractionError	""	Always empty string

Quotes

import { extractQuoteFromPdf, applyExtractedQuote } from "@claritylabs-inc/cell";

const { extracted } = await extractQuoteFromPdf(pdfBase64);
const fields = applyExtractedQuote(extracted);

Additional quote fields

Field	Type	Description
quoteNumber	string	Quote number
quoteYear	number	Quote year
proposedEffectiveDate	string?	Proposed effective date
proposedExpirationDate	string?	Proposed expiration date
quoteExpirationDate	string?	When the quote expires
premiumBreakdown	PremiumLine[]?	Line-by-line premium
subjectivities	Subjectivity[]?	Binding conditions
underwritingConditions	UnderwritingCondition[]?	Carrier requirements

Quote coverages use proposedLimit and proposedDeductible instead of limit and deductible.

Null handling

Both functions use sanitizeNulls internally to convert null values to undefined. This is required for frameworks like Convex that reject null for optional fields. All coverages, metadata sources, and document sections are sanitized recursively.