Read the request
Pull the insured, holder, limits, endorsements, deadline, and delivery details out of whatever arrived.
ConsultingPlan a pilot ↗
AI workflow consulting for independent P&C agencies
Put the service queue in motion before the first coffee.
Karpenstein Consulting turns repetitive COI work into a prepared, human-reviewed queue—without replacing your AMS or asking your team to trust a black box.
Human-reviewedBuilt around your AMSMeasurable before-and-after
OVERNIGHT RUN COMPLETE6:42 AM
Good morning.
Eight requests found.
Five are ready for review.
143messages read
8COI requests
3need judgment
READY
ABC ContractorsTurner Construction · Monday start
→REVIEW
Northside PlumbingRequested limits exceed policy
→READY
Greenline HVACCBRE · Aon Center
→Synthetic data. No customer inbox is connected.
COI REQUESTS◆RENEWAL PREP◆ENDORSEMENT INTAKE◆COMMISSION CHECKS◆CLIENT COMMUNICATION
THE REAL BOTTLENECK
Your best people are still doing work that begins with reading and re-keying.
COIs are not difficult because every request is complex. They are difficult because routine requests and risky exceptions arrive in the same messy stream—and both demand a CSR's attention.
The opportunity is not to remove judgment. It is to make sure judgment is spent only where it belongs.
TODAYOpen → read → interpret → search → re-key → check → draft
WITH KARPENSTEINReview what's prepared → resolve exceptions → approve
THE WORKFLOW
Automation that shows its work.
Every prepared item keeps the source visible, every uncertainty gets a reason, and every consequential action stays with your team.
Check what matters
Match against the policy information your agency provides and make missing data or apparent conflicts impossible to miss.
Prepare the work
Give the CSR an organized request, certificate instructions, and response draft—ready for judgment and approval.
Walk through a prepared request ↗Interactive · synthetic data · about 90 seconds
START NARROW. PROVE THE VALUE.
The COI Desk Pilot
One real workflow, bounded tightly enough to measure. We map the current process, configure the preparation queue, test the risky cases, train the reviewers, and compare the result to baseline.
Oneshared inbox
Up to twoCSR reviewers
Three weekstypical timeline
$2,500fixed pilot fee
First-pilot guarantee: the proposal names a measurable target. If the workflow misses it despite the agreed pilot conditions, we remediate or refund the implementation fee.
THE LINE WE DO NOT CROSS
The software prepares.
Your people decide.
01
Coverage judgment stays human. Checks surface apparent matches and gaps; they do not establish that coverage exists.
02
Exceptions stay visible. Missing insureds, ambiguous language, and limit conflicts are routed to a reviewer—not guessed through.
03
Your AMS stays the system of record. Production certificates use the agency's licensed forms and approval process.
04
The first pilot does not auto-send. Every certificate instruction and response draft requires an authorized reviewer.
THE PERSON DOING THE WORK
Jamie builds the system—and sits with your team when reality hits it.
Karpenstein Consulting is deliberately hands-on. Jamie maps the workflow, configures the implementation, tests the edge cases, and supports the reviewers through the pilot.
Jamie's work has contributed to safety evaluations informing the GPT‑5 and Claude Fable 5 system cards. That background translates into practical discipline here: test the failure modes, make uncertainty visible, and keep people in control.
Read the security approach →THE WINDOW IS OPEN
The agencies learning these workflows now will compound the advantage.
AI will not turn a weak process into a strong one by itself. But a focused agency can now remove clerical drag without a multi-year transformation or a risky rip-and-replace.
The sensible move is small: choose one queue, measure it, and learn faster than the market.
ONE INBOX. ONE WORKFLOW. ONE MEASURABLE RESULT.