• Block Scientific
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Overview

Block Scientific AI Revenue Operating System — Executive Summary

Report date 2026-08-10 · Run ID 234b565c-29e5-43bb-9356-74dd911ab649 · Corrected 2026-08-11: Closed Won guard applied

Accounts analyzed
10,657
Qualified end users
127
Needs-validation accounts
167
Published opportunities
269
High-confidence opportunities
97
Estimated recoverable revenue — base
1,270,839
Estimated recoverable GP — known base
319,099
Account-risk value
360,752
Overdue-reorder value
65,097
Quote-leakage value
783,178
Cross-sell value
61,812
Prior-week feedback completion
N/A — no prior-week feedback
Prior-week won revenue
0
Prior-week won GP
0
Prior-week invalid opportunities
0

Top Platforms at Risk

Top Disappearing Product Groups

  • Closed-Loop Opportunity Calibration
  • No prior-week rep feedback existed for this run.
Base Opportunity Value
$1,270,839
Base GP
$319,099
Published Opportunities
269
High Confidence
97

Revenue & GP Opportunity by Territory / Rep

Territory / RepPublishedWork FirstHigh ConfidenceRevenue OpportunityGP OpportunityAccount RiskOverdue ReorderQuote LeakageCross-SellFeedback CompletionWon OpportunitiesWon RevenueWon GPInvalid RateAvg. Time to First Action
Derek Callahan342014$151,429$34,835$55,273$9,192$84,091$2,873N/A — no prior feedback0$0$0N/AN/A — no qualifying action timestamp
Owen Whitfield552016$384,359$71,979$43,772$12,110$312,919$15,558N/A — no prior feedback0$0$0N/AN/A — no qualifying action timestamp
Marcus Feldman662021$214,149$55,973$73,339$14,655$107,210$18,946N/A — no prior feedback0$0$0N/AN/A — no qualifying action timestamp
Raymond Sutter682022$256,094$95,304$89,536$19,144$137,032$10,382N/A — no prior feedback0$0$0N/AN/A — no qualifying action timestamp
Priya Sandoval462024$264,808$61,008$98,832$9,997$141,927$14,052N/A — no prior feedback0$0$0N/AN/A — no qualifying action timestamp

Top 20 Calls

Estimated Base Revenue by Opportunity Type

#1Maple Pathology Labs, LLCCarly Isakov
Lost Purchasing / Account Risk$22,988

Account/site shows Revenue and Gross-Profit Decline with estimated recoverable revenue based on prior purchase windows.

“Hi Carly, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Marcus FeldmanSite: HQConfidence: HighEst. GP: $6,568Recommended contact: 2026-08-11Evidence: Candidate CAND-d18e7a6f1284bce4ef074261dfc81586e65a41a3abac1851f0fc4257728e4b67 | Customer 43803
#2Copperfield Diagnostics, PLLCEzra Palladino (Sindhu)
Lost Purchasing / Account Risk$38,201

Account/site shows Complete Purchasing Cessation with estimated recoverable revenue based on prior purchase windows.

“Hi Ezra, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Priya SandovalSite: VendorConfidence: HighEst. GP: $11,238Recommended contact: 2026-08-11Evidence: Candidate CAND-ee8b9cbdd0e0620db25b5cfd9d73fb0ac068743cd4f1a0ed2af77e9858bf8a5e | Customer 9363
#3Riverside Medical Associates, LLCEzra Ulster
Lost Purchasing / Account Risk$10,365

Account/site shows Revenue and Gross-Profit Decline with estimated recoverable revenue based on prior purchase windows.

“Hi Ezra, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Derek CallahanSite: HQConfidence: HighEst. GP: $5,267Recommended contact: 2026-08-11Evidence: Candidate CAND-29112cf73c1fd594424ec5958d9189a5a32c0357a333107985acdf5b02d9816a | Customer 800
#4Cedar Lab Services, LLCElena Ellery
Lost Purchasing / Account Risk$29,020

Account/site shows Analyzer Platform Purchasing Loss with estimated recoverable revenue based on prior purchase windows.

“Hi Elena, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Raymond SutterSite: HQConfidence: HighEst. GP: $18,842Recommended contact: 2026-08-11Evidence: Candidate CAND-0ce2edb057d016ac05beda7a80186e9931177d2868629a2c0a73255fe99eab06 | Customer 6977
#5Crestview Medical Associates, LLCXander Ellery
Lost Purchasing / Account Risk$8,529

Account/site shows Complete Purchasing Cessation with estimated recoverable revenue based on prior purchase windows.

“Hi Xander, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Marcus FeldmanSite: HQConfidence: HighEst. GP: $4,319Recommended contact: 2026-08-11Evidence: Candidate CAND-4feefa73d6e35106488c98516e06b68aa887c69f0ba338055c87c91aa36e839f | Customer 8532
#6Maple Health Collective, LLCOpal Merriweather
Lost Purchasing / Account Risk$17,216

Account/site shows Complete Purchasing Cessation with estimated recoverable revenue based on prior purchase windows.

“Hi Opal, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Priya SandovalSite: HQConfidence: HighEst. GP: $9,240Recommended contact: 2026-08-11Evidence: Candidate CAND-f8b40ba222e127307586380d52fbb16ffcc68c2867dcf0b5827907bc8ffdd0dc | Customer 9818
#7Sequoia Clinical Partners, PLLCPiper Halbrook (Operations Manager) OM
Lost Purchasing / Account Risk$7,550

Account/site shows Product Family Purchasing Loss with estimated recoverable revenue based on prior purchase windows.

“Hi Piper, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Raymond SutterSite: HQConfidence: HighEst. GP: $2,713Recommended contact: 2026-08-11Evidence: Candidate CAND-51814804149304927da6cad598af1db70a01552667b3746aaaf86726379a08bb | Customer 9506
#8Stonebridge Physician Group, LLCQuinn Torbin
Lost Purchasing / Account Risk$6,885

Account/site shows Revenue and Gross-Profit Decline with estimated recoverable revenue based on prior purchase windows.

“Hi Quinn, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Raymond SutterSite: HQConfidence: HighEst. GP: $2,471Recommended contact: 2026-08-11Evidence: Candidate CAND-d49ed70ad95cc7a4f27eb9496f89a12a61f53d2b10a1f1ba94fcc6989d596e0e | Customer 927
#9Meridian Medical Center, LLCOscar Grissom
Lost Purchasing / Account Risk$6,690

Account/site shows Revenue and Gross-Profit Decline with estimated recoverable revenue based on prior purchase windows.

“Hi Oscar, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Owen WhitfieldSite: HQConfidence: HighEst. GP: $3,860Recommended contact: 2026-08-11Evidence: Candidate CAND-66eb5e43946d5e5adf266503e659b25495e7a730bb9846ff4ff3370d69e96e2c | Customer 9097
#10Harbor Health System, LLCZoe Holcomb
Quote Leakage$20,136

Quote 29841 has recoverable unconverted value or stale follow-up signal. Current quote state: Open; last modified 2026-03-16.

“Hi Zoe, I am following up on quote 29841 to see whether the items are still needed or if anything changed on timing, budget, or availability.”

Rep: Marcus FeldmanSite: —Confidence: HighEst. GP: $7,428Recommended contact: 2026-08-11Evidence: Candidate CAND-ab42266163ced34fba60b6d4241fee7eaac012e18090e0e2b3e59c1bdefb259c | Customer 10119 | Quote 29841 | Item 12703
#11Northgate Medical Partners, PLLCFiona Nakamura
Lost Purchasing / Account Risk$7,985

Account/site shows Revenue and Gross-Profit Decline with estimated recoverable revenue based on prior purchase windows.

“Hi Fiona, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Derek CallahanSite: VendorConfidence: HighEst. GP: $1,929Recommended contact: 2026-08-11Evidence: Candidate CAND-228d5123ab4138cdc6180fdd0f0210e137b30bedc1d93ea09907a13dc542224d | Customer 9333
#12Elmhurst Medical Partners, PLLCContact Enrichment Required
Quote Leakage$41,590

Quote 29081 has recoverable unconverted value or stale follow-up signal. Current quote state: Open; last modified 2026-06-05.

“Hi there, I am following up on quote 29081 to see whether the items are still needed or if anything changed on timing, budget, or availability.”

Rep: Owen WhitfieldSite: —Confidence: HighEst. GP: $20,265Recommended contact: 2026-08-11Evidence: Candidate CAND-7d064a2e8f800e09c209f387ef414d990a11ccd44e59c806999061056b84e05f | Customer 53536 | Quote 29081 | Item 13228
#13Summit Health System, Inc.Grant Emberton
Lost Purchasing / Account Risk$5,606

Account/site shows Analyzer Platform Purchasing Loss with estimated recoverable revenue based on prior purchase windows.

“Hi Grant, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Raymond SutterSite: VendorConfidence: HighEst. GP: $1,252Recommended contact: 2026-08-11Evidence: Candidate CAND-62134774fd802ef7769eec272e1cea305568918c5d6bdafafb303f2dd3e3d2a9 | Customer 5175
#14Cedar Laboratory Partners, Corp.Talia Quezada
Quote Leakage$51,402

Quote 29547 has recoverable unconverted value or stale follow-up signal. Current quote state: Open; last modified 2026-02-18.

“Hi Talia, I am following up on quote 29547 to see whether the items are still needed or if anything changed on timing, budget, or availability.”

Rep: Derek CallahanSite: —Confidence: HighEst. GP: $6,694Recommended contact: 2026-08-11Evidence: Candidate CAND-a8b67386dbf7d85d2dbd0c23b35a897638e7786994738f7f3f4198bfbdee641d | Customer 535 | Quote 29547 | Item 14438
#15Crestview Pathology Labs, LLCCole Ashcombe
Cross-Sell$5,631

Comparable customers on Beckman Access / DxI repeatedly buy B24838; relationship basis: Verified by Description.

“Hi Cole, I wanted to ask whether you are also using B24838 with your Beckman Access / DxI workflow.”

Rep: Priya SandovalSite: HQConfidence: HighEst. GP: $2,557Recommended contact: 2026-08-11Evidence: Candidate CAND-b28a2a0d6bdf3c5f833b05219c6c27404ef7d079a2a6cbcf2455a5d01ee37e86 | Customer 47492 | Item 10920
#16Lakeside Diagnostic Labs, Corp.Holly Palladino
Lost Purchasing / Account Risk$17,714

Account/site shows Complete Purchasing Cessation with estimated recoverable revenue based on prior purchase windows.

“Hi Holly, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Derek CallahanSite: HQConfidence: HighEst. GP: —Recommended contact: 2026-08-11Evidence: Candidate CAND-8342ff0ef818fc795d071e8c9ae021af9b0b08152c1027e788c8c5b9232a7c82 | Customer 15496
#17Meridian Medical Center, LLCOscar Grissom
Cross-Sell$5,631

Comparable customers on Beckman Access / DxI repeatedly buy B24838; relationship basis: Verified by Description.

“Hi Oscar, I wanted to ask whether you are also using B24838 with your Beckman Access / DxI workflow.”

Rep: Owen WhitfieldSite: HQConfidence: HighEst. GP: $2,557Recommended contact: 2026-08-11Evidence: Candidate CAND-0f9f1989726ccb386b71863e992a82d01712dafb68f4031a0161433553ac5456 | Customer 9097 | Item 10920
#18Northgate Clinical Labs, PLLCIvy Yarborough
Cross-Sell$5,631

Comparable customers on Beckman Access / DxI repeatedly buy B24838; relationship basis: Verified by Description.

“Hi Ivy, I wanted to ask whether you are also using B24838 with your Beckman Access / DxI workflow.”

Rep: Marcus FeldmanSite: HQConfidence: HighEst. GP: $2,557Recommended contact: 2026-08-11Evidence: Candidate CAND-f86d6d7381eb802c0c7dceffde7d7247c24834b32b899a5c117d2e0f936d6f14 | Customer 33486 | Item 10920
#19Bellwood Care Partners, Inc.Yasmin Quezada
Cross-Sell$5,631

Comparable customers on Beckman Access / DxI repeatedly buy B24838; relationship basis: Verified by Description.

“Hi Yasmin, I wanted to ask whether you are also using B24838 with your Beckman Access / DxI workflow.”

Rep: Marcus FeldmanSite: HQConfidence: HighEst. GP: $2,557Recommended contact: 2026-08-11Evidence: Candidate CAND-adae05a5fad5ee1968d643835e91c60a0fc9d3f36aa62dfca8c1953403c9516d | Customer 39506 | Item 10920
#20Cascade Diagnostic Labs, Inc.Kara Jarrett
Lost Purchasing / Account Risk$6,816

Account/site shows Revenue Decline with estimated recoverable revenue based on prior purchase windows.

“Hi Kara, I wanted to check whether your ordering needs have changed. We have not seen the same purchasing pattern recently and I wanted to make sure your lab is covered.”

Rep: Marcus FeldmanSite: VendorConfidence: HighEst. GP: $1,894Recommended contact: 2026-08-11Evidence: Candidate CAND-d84fd79a3144001d9dbf1db8ca9270fdf12be619d8f0d7aac84dcb494c30af79 | Customer 7758