Introducing CalliopeFlow

The AI intelligence layer for the benefits ecosystem.

CalliopeFlow reads the entire benefits landscape and tells your team what to do about it — which accounts are in motion, where fees are exposed, who to call, and what the missing data means. The interpretation your competitors don't have, on the accounts you're already chasing.

7 days free · Cancel anytime · No demo needed

12 signal families
113 fee-benchmark segments
49 reasoning tools
The Gap

Your team has the data. They still don't have the answer.

"My team wasn't seeing the full story through the benefits data, just bits and pieces that no one knew how to interpret beyond renewal dates and company size." — National Sales Manager, Digital Health Company
Why Calliope

Built for the work your team actually does — not the data they collect.

Most platforms hand you a filing and walk away. Calliope hands your team the answer — interpreted, benchmarked, and ready to walk into a renewal meeting. The difference is the work your team stops doing — and the patterns they finally see.

01
Intelligence, not data.

You don't need another list. You need interpretation. Calliope reads the full record, resolves entities, and surfaces context — the analyst work that used to take two days happens before you open the platform.

02
Pattern, not noise.

Fragility. Stagnation. Fee outliers by service code and company size. Service provider shifts. Calliope reads five years of the benefits market as a single story per account — the patterns your competitors miss because they're looking at one year at a time.

03
Depth, not breadth.

Built for the benefits ecosystem from day one — not a horizontal sales tool with a benefits skin. PEO detection, service-provider compensation reasoning, ERISA-grade fee benchmarking — the same methodology plaintiffs' firms now use in fiduciary cases. Purpose-built for a market that's being rewritten in the courts.

Inside CalliopeFlow

Everything your commercial team needs to see what others don't.

Four integrated capabilities. One intelligence layer. See pricing for details.

Territory Intelligence

See the shape of your territory, not just the names in it.

Calliope maps the construction of every territory — broker density, carrier concentration, service provider overlap, employer clusters — across five years of the entire benefits market. Stop prospecting from a flat list. Start working from a map that shows you where the competition is thin and where the relationships are fragile.

  • Broker and carrier density by geography and segment
  • Employer and service provider entity resolution across 5 years
  • Renewal timing, plan changes, and provider shifts by account
Territory Accounts Signals
Territory
Northeast
Accounts
412
Flagged Accounts
7
Employer
Broker of Record
Participants
Status
Acme Manufacturing Co.
USI Northeast
1,847
Stable
Vertex Holdings Inc.
Gallagher Benefit Services
2,304
Fragility +3
Peak Logistics LLC
Lockton
672
Stable
Harbor Financial Group
Marsh & McLennan
1,128
Fee Outlier
Summit Health Systems
USI Northeast
3,502
Stable
Account Signals

Fragility, stagnation, and fee exposure — read across five years, not one filing.

The record is retrospective. Patterns aren't. Calliope reads each account's full history — what changed, what didn't, and what's missing — and flags the three signals that matter most for commercial teams:

  • Fragility: accounts with meaningful change across multiple years (broker turnover, carrier shifts, participant swings, service-provider reshuffling). The accounts in motion.
  • Stagnation: accounts where the benefits stack hasn't moved in years. The ones no one is fighting for — yet.
  • Fee exposure: direct and indirect compensation benchmarked by service code and company size. 113 segments. The same methodology showing up in the ERISA fee litigation wave.

The patterns are hard to copy — reading five years of the market as one account narrative is the analyst work competitors aren't doing.

Account Signals 5 flagged
Vertex Holdings Inc.
TPA fees 2.7× the P90 benchmark for their group size
+3.2
Harbor Financial Group
New broker 2024
+2.8
Ridgeline Industries
Participant count down 18% across 2022–2024
+1.9
Coastal Medical Group
New TPA named in 2024 filing
+1.7
Summit Tech Partners
2023–2024 significant employee growth, still in PEO structure
+0.8
Contact Enrichment

Adaptable enrichment. Use your stack or ours.

Calliope doesn't lock you into one enrichment source. Bring your existing contact providers — Clay, ZoomInfo, Apollo, whatever you already pay for — or use Calliope's built-in AI contact identification and waterfall enrichment. Verified HR, finance, and executive contacts tied to entities you're actually targeting, on whatever infrastructure your team already trusts.

  • Built-in AI contact identification and waterfall enrichment across premium providers
  • Bring-your-own enrichment integration
  • Role-based contact targeting by plan type and employer size
  • Validation status and freshness tracking
MK
Marcus Kim
VP, People & Benefits
Verified
Vertex Holdings Inc.
2,304 participants · Plan #001 · EIN 20-XXXXXXX
Emailm.kim@vertex.comMail.ai
Direct line+1 (203) XXX-2891Waterfall
LinkedInlinkedin.com/in/marcuskimEnriched
Tenure3.2 yearsInferred
Last validated 4 days ago · 96% confidence
Negative Space

No dead ends.

When the filing isn't there, the intelligence still is.

Static platforms return "no results" for most of the market — the small plans, the PEO-bundled employers, the self-funded groups routing economics off the public record entirely. Calliope reads the absence. A dropped insurance line, a missing welfare filing, a co-employment structure — each one means something, and Calliope tells your team what. Every search returns an answer, even when the filing doesn't.

Search · "Apex Foods LLC" No filing
No insurance filing on file
Insurance economics routed off the filings — likely self-funded
ASO?
Welfare filing dropped after 2023
Plan moved under a PEO or association arrangement
PEO?
Under the 100-life filing threshold
Small group — invisible to the filings, still reachable
Reach
CalliopeResearch

Need a conversation, not a dashboard? Meet CalliopeResearch.

CalliopeResearch is your on-demand AI benefits analyst — grounded in five years of the benefits market and the inference logic that reads what isn't there, with real-time web research layered on top. Ask anything. Confirm current plan docs, surface what the record leaves out, gather employee sentiment, triangulate what the data doesn't say yet. Analyst-grade answers in seconds.

Explore CalliopeResearch
You
Which of my top 50 broker relationships in the Northeast are showing fragility signals across the last two filing cycles?
Calliope
Seven accounts are flagged. Three show service-provider fee increases above the 90th percentile for their plan segment. Two have broker of record changes in the last two filing cycles. Two have participant drops exceeding 15% year-over-year. Here's the full breakdown, ranked by estimated revenue at risk →

Your advantage doesn't have to be public.

See how Calliope changes what your commercial team can do with intelligence instead of lists. Thirty minutes. No slides.

7 days free · Cancel anytime · No demo needed