Product
6 min read

SmartSheetingAI™: Your Plan Documents, Ready For You

SmartSheetingAI™ eliminates manual typing, freeing high-value brokers from retyping carrier PDFs so they can focus on strategy.

Executive Summary

Every renewal begins with someone reading a plan document and typing what they find into a spreadsheet.

That task is invisible on any org chart. It does not appear in a service calendar or a client-facing deliverable. It simply happens, quietly, every week, absorbed by account managers and analysts who were hired to think rather than transcribe. Most agencies have never calculated what it costs them.

Run the math once, and it stops being invisible. Spreadsheeting a single carrier proposal into a side-by-side takes a careful person 45 to 60 minutes, and it has to be someone who can actually read and interpret benefit plan documents, because proposals do not arrive apples-to-apples across carriers. Multiply that by a book of business during Q4, and you are looking at weeks of professional capacity spent on data entry that produces no strategic value for the client.

SmartSheetingAI™ does the reading. You make the final decision.

The Time Problem

Plan document extraction is not difficult work. It is slow, repetitive work that demands full attention, which is a costly combination. Deductibles, out-of-pocket maximums, copays, coinsurance, network tiers, and rider details all have to move accurately from a carrier PDF into a format a client can actually read.

Brokers absorb that cost during the exact weeks they can least afford it. Renewal season compresses months of analysis into a narrow window, and the person best equipped to interpret a plan design is often the person stuck retyping it.

Plansight customers save 5+ hours per RFP event on average, and plan document extraction removes another layer of manual complexity from the same workflow.

  • A carrier plan document goes in, a formatted Excel file comes out.
  • Fields arrive laid out the way your client expects to see them.
  • What took hours of typing and verification now takes a couple of minutes.
  • Output pastes directly into your presentation.

“The broker is the most expensive resource in the room,” says Weston Lunsford, CEO of Plansight. “Every hour they spend keying plan data is an hour they are not spending on strategy their client will actually remember.”

Side-by-side comparison of a community-rated group's current plans, renewal and an alternative, with every changed plan-design value marked and the combined annual cost for each

The Error Problem

Manual transcription introduces a quiet risk. A misread out-of-pocket maximum or a dropped network tier does not announce itself. It travels into a presentation, into a client conversation, and occasionally into a January surprise that the broker then has to explain.

Carrier documents make this harder than it should be. Formats vary by carrier, by funding type, and by year. A template that worked last cycle may not match this one.

SmartSheetingAI™ extracts directly from the document itself, so what reaches your client reflects exactly what the carrier wrote. Every extracted value carries a link back to its exact spot in the source document, so checking a number means clicking it, not hunting for it. Field-level extraction accuracy is measured quarterly against human-verified ground truth and currently stands at 94.79%.

You still review the output. You still make the call. The difference is that you are reviewing a completed sheet rather than building one from scratch, which is a far better use of a trained eye. The same principle governs how Plansight handles carrier quote data throughout an RFP event.

Market response page listing every plan group priced for the group, with the annual total and the change from current on each

The Liability Problem

The second thing SmartSheetingAI™ does is audit. The certificate the carrier issues does not always match the proposal they sold. A copay moves, a network tier disappears, a rider that was quoted is not in the booklet. The broker sold the plan, not the carrier, so when the client finds the difference, the brokerage carries it.

Auditing a certificate against a proposal by hand takes 20 to 30 minutes per plan, which is why it so often goes undone during the busy season. SmartSheetingAI™ does it in under two minutes. Give it the proposal and the certificate, or any two plan documents, including this year's policy against last year's, and it returns every variance, each linked to the exact spot in the document.

Policy Audit surfaces:

  • What changed between the two documents.
  • What is missing from the current policy.
  • What to take back to the carrier before renewal closes.
  • What to tell your client before they discover it themselves.

Flag or ignore each item. Flagged items roll into a downloadable report for the carrier or the client. A policy audit turns a renewal conversation from a rate discussion into a strategic review.

“The clauses that damage a client relationship are rarely the ones on the first page,” says Steve Overton, Founder and CPO of Plansight. “They surface in January, and by then the broker is explaining rather than advising.”

Member-level contribution page showing premium, employer share and employee share for each enrolled employee and dependent

How SmartSheetingAI™ Works

The workflow is deliberately short

  1. Upload the carrier plan document you already have open.
  2. SmartSheetingAI™ reads it and presents what it found.
  3. You select which products to process. A product is one line of coverage.
  4. Client-ready output returns in minutes.

Nothing counts until you confirm your selection. A plan document containing medical, dental, and vision uses three products. An audit of two documents typically uses two.

Purpose-built AI reads the document, and the broker decides what matters.

SmartSheetingAI™ supports all carriers, insurance types, group sizes, and funding types, which matters because a tool that only handles clean, familiar formats solves only half the problem. It works alongside the renewal and marketing workflow you already run inside Plansight.

Employee worksheet showing an employee's current plan and 2026 options with per-paycheck cost, employer contribution and QR codes linking to each plan's summary of benefits

What This Changes For Your Team

Consider how a mid-size agency staffs renewal season today. Analysts key data. Account managers verify it. Producers wait on both before they can build a recommendation. The entire chain sits downstream of transcription speed.

Remove that constraint and the sequence inverts. The analysis starts the day the document arrives. Producers get more cycles with clients and fewer with spreadsheets. Capacity that existed all along becomes available.

Agencies that eliminate manual complexity in the renewal workflow accelerate growth without adding headcount.

This is how firms like AssuredPartners, Lockton, Trucordia, Hilb Group, and Intrepid use Plansight as a trusted foundation, not as another system to maintain, but as infrastructure underneath the work their teams already do. The same logic applies to the way brokers assemble presentations after quotes come back.

Benefits analysis page showing the renewal's annual cost split between employer and employee

Try It On A Document You Already Have

Anyone can sign up for a 15-day trial with up to 6 documents, no credit card required. Pick a plan document sitting on your desk right now and run it. Four minutes gives you enough to form a judgment.

When your team is ready to keep going, your Plansight administrator turns it on for the organization in about a minute. There is no license fee and no per-user charge. You pay two dollars per product processed, billed monthly, itemized by document, by user, and by client.

Final Thoughts: The Broker Keeps The Judgment

No system should decide what a plan design means for a client. That interpretation is the reason a broker exists, and it draws on relationships, history, and context no application will ever hold.

What technology should do is ensure the broker makes that call with everything in front of them, complete data. Accurate fields. Every change between last year and this year named plainly, before the client finds it on their own.

That is the shift worth making. From process manager to strategic leader, one renewal at a time.

Ready to See Plansight in Action?

If you haven't seen SmartSheetingAI™ in action and you want to, start your free trial here, or book a discovery call with us.

About Plansight

At the end of the day, Plansight is more than just an application. It is a partner built with brokerages and their benefits teams in mind. Plansight is the only AI application that manages your benefits renewal and marketing workflow. It brings transparency, consistency, and time savings to every group renewal.

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From SmartSheetingAI™ to RFP automation to side-by-side comparisons to the intelligence of PlansightAI™, everything we create is designed to lighten the load, reduce risk, and elevate your client relationships. Your team is your greatest asset, and Plansight is here to make sure they have the tools, insights, and support to shine.

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Plansight works alongside leading General Agencies to help brokers move faster, stay compliant, and deliver a better client experience. You can explore our trusted GA partners here.

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‍For brokers, Plansight transforms a manual, time-consuming RFP workflow into one that is faster, more efficient, and more profitable, without sacrificing accuracy or control.

Written by
Cole Herman
Cole Herman
Head of Marketing
September 29, 2026
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