API citations and email-based ingestion – when to automate, when to route?

This text is a part of a sponsored sequence by Knowledgeable Insured.

In 2025, MGAs and carriers usually are not debating whether or not to automate, however the place. Ought to submissions be routed by e mail and OCR triage, or do you’ll want to run a full-fledged API quotation expertise?

This weblog particulars when to make use of email-based ingestion (assisted by AI and human operations), when to depend on API citations, and how one can mix each relying on provider connectivity, knowledge hygiene, and scale.

API quote case

Best for: Carriers with clear API entry, program managers with identified guidelines, and low-friction LOBs

Robust Factors:

• On the spot fee response (typically lower than 2 seconds)
• If the information is clear, there isn’t any want for human assessment.
• Will be built-in with CRM or front-end portals
• Trackable – quote log, success/failure information

Cons:

• Works solely with taking part carriers
• Could fail silently if knowledge is malformed
• Requires structured ingest (type, required fields)

Electronic mail-based ingestion + AI OCR case research

Best for: Dealer purposes, multi-LOB packages, carriers with out APIs

Robust Factors:

• Embrace the actual world – binders, insurance coverage app varieties, spreadsheets
• Extraction for classification and quotation with GPT + OCR
• Elevated flexibility for mid-market packages
• Straightforward onboarding: Work from day one with Inbox + Entry

Cons:

• QA fallback required
• Barely slower: 2-4 hours with SLA and real-time API estimates
• Knowledge inconsistencies can improve triage efforts

Selectsys blends each: a hybrid quotation layer

take a look at case

consumer: Medium MGA with solely 12 packages, 4 API help, and eight emails

in entrance:

• Estimates had been 100% guide
• Three underwriters settle for → quote preparation → course of bind request

After Selectsys:

• API submissions are routed straight by way of RQB
• Non-API emails categorized by GPT and triaged by Selectsys operations
• Double quotes with out rising underwriter workload
• Bind time diminished from 2 days to lower than 8 hours

FAQ

Can I take advantage of RQB for each API and guide submission?
sure. RQB helps hybrid workflows. Use APIs when out there, and fallback workflows (e mail, doc ingest) when not.

What occurs if the API fails or the provider does not reply?
The quote is flagged and adopted up with a guide quote by a member of the Selectsys underwriter or BPO group.

How do you deal with totally different LOBs throughout the identical submission?
RQB chains quotes line by line. Set off the API if supported, fall again to guide if not.

Want your emails or attachments to be in a selected format?
no. The GPT classifier reads unstructured emails and attachments.

Can producers submit by way of the portal as an alternative of e mail?
sure. You’ll be able to embed RQB into your portal or CRM to mechanically set off quotes.

Automate the place you may. Intelligently route the place you may’t.
Let Selectsys deal with your citations with the appropriate mixture of API pace and human oversight.

start the pilot →