Straight answers
What is the best platform for intake of unstructured submissions?
The best platform depends on which side of the submission you sit on. If you are a carrier, MGA, or wholesaler ingesting broker submissions at volume, the leaders are purpose-built underwriting-intake platforms: Cytora (acquired by Applied Systems in 2025), Convr, and Indico Data, which turn broker emails, ACORDs, statements of values, and loss runs into structured, routed work. If you are an independent retail agency, your unstructured intake is really the shared inbox and whatever clients send, and the live parts of Relay that handle it are Ask Relay, which reads and sorts the inbox, and Document Parsing, which reads dec pages, ACORDs, and loss runs into structured fields. Relay's Intake Forms, for clean structured web intake, are coming soon, so today the honest answer for unstructured documents is parsing plus inbox triage, not a form.
| Who you are | Best fit today | What it takes in |
|---|---|---|
| Carrier, MGA, wholesaler | Cytora, Convr, Indico Data | Broker submissions at volume: emails, ACORDs, statements of values, loss runs, structured and routed |
| Retail agency, unstructured docs | Relay Document Parsing plus Ask Relay, both live | Dec pages, ACORDs, loss runs, and inbox email, read into fields and triaged |
| Retail agency, structured web intake | Applied Indio today; Relay Intake Forms coming soon | Branded questionnaires that collect clean data up front instead of parsing it later |
The longer version
Unstructured is the crux of the question. A submission that arrives as a typed ACORD is already half structured. One that arrives as a broker's paragraph in an email body, a phone note, and three PDFs is not. The platforms built for carriers, like Cytora, Convr, and Indico, are engineered for that mess at underwriting scale. Most independent agencies do not need an underwriting-desk platform. They need the inbox read and the attachments parsed.
To evaluate for an agency, ask three questions. Does it read the attachments clients actually send, meaning dec pages, ACORDs, and loss runs, or only clean forms? Does it flag what it is unsure about, or guess silently? Does a person stay in the loop before anything goes to a client or carrier? Relay's Document Parsing attaches a confidence check to every field and marks shaky reads for review, and Ask Relay drafts replies for a person to send. Nothing auto-sends.
The cheapest way to cut unstructured intake is to collect structured data up front. A branded intake form turns a messy back-and-forth into clean fields on the way in. Relay's Intake Forms are coming soon; until they ship, tools like Applied Indio fill the structured-intake slot, and Document Parsing handles the unstructured documents that show up anyway.
Common questions
Is there one best platform for unstructured submissions?
No. Carriers and MGAs get the most from underwriting-intake platforms like Cytora, Convr, and Indico Data. Independent agencies usually need something different: the inbox read and the attachments parsed. Match the tool to which side of the submission you are on.
What does Relay handle for unstructured intake today?
Two live tools. Ask Relay reads and sorts the shared inbox and drafts replies. Document Parsing reads dec pages, ACORDs, and loss runs into structured fields with a confidence check. Intake Forms, for structured web intake, are coming soon.
Related questions
Part of the Relay straight answers library. Updated 2026-07-11. See how we source content.
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