Intelligence Hub
AI-generated predictions • Updated April 30, 2026 at 08:00
13
2 critical, 6 high
$139k
across all insight types
3
units with recurring issues
$12k
awaiting approval
88%
AI prediction accuracy
Apex Fabricators — 5 open work orders, 22-day avg age
This account has the highest open WO backlog in the system. Two critical-priority orders have been open for over 18 days with no scheduled visit. Risk of client escalation is high.
Open WOs
5
Avg age
22 days
Critical WOs
2
Last visit
Apr 10, 2026
AI Confidence
Haas VF-2SS — motor overheating 4x in 4 months
EQ-304 has had the same failure mode repaired 4 times since January 2026 at a cumulative cost of $5,290. Pattern analysis suggests the root cause is an upstream electrical supply issue, not the motor itself. Component-level repair will continue to fail.
Repair count
4 (90 days)
Cumulative cost
$5,290
Failure mode
Motor Overheating
Pending quote
QT-881 · $4,800
AI Confidence
Summit Construction — 7 open orders across 31 units
Summit has the largest equipment fleet and a growing backlog. The crane repair scheduled for May 2 has upstream dependencies — delaying it risks cascading project delays for the customer.
Open WOs
7
Fleet size
31 units
Next critical WO
May 2
Contract value
$46,300/yr
AI Confidence
Liebherr LTM 1050 — cable tension alarm 3x in 3 months
EQ-601 has triggered cable tension failures 3 times this year at a total cost of $5,880. Engineering review is recommended before the next lift operation. Continued operation poses a safety and liability risk.
Repair count
3 (90 days)
Cumulative cost
$5,880
Failure mode
Cable Tension
Pending quote
QT-874 · $7,200
AI Confidence
Heatcraft LCE060 — pump seal failure 3x in 5 months
EQ-712 has had 3 pump seal failures since December 2025 ($1,870 cumulative). The seal kit used in prior repairs may be the wrong spec for the unit's operating pressure. Recommend OEM seal review.
Repair count
3 (150 days)
Cumulative cost
$1,870
Failure mode
Pump Seal
Warranty status
Expired Apr 2026
AI Confidence
Lakefront Printing — inactive account, re-engagement opportunity
CUS-006 went inactive in early 2026 and has no active contracts. Their 4 units are now out of warranty coverage. A targeted outreach with a Full Coverage quote could reactivate this account at an estimated $14,000–18,000 ARR.
Status
Inactive
Units registered
4
Active contracts
0
Est. ARR opportunity
$16,000
AI Confidence
Cat 320 GC Excavator — warranty expires May 15 (15 days)
EQ-820 warranty expires in 15 days. No pre-warranty inspection has been scheduled. Now is the last window to surface and file any warranty claims before the unit becomes fully out-of-pocket for Summit Construction.
Warranty expires
May 15, 2026
Days remaining
15
Last service
Mar 5, 2026
Approved quote
QT-860 · $3,150
AI Confidence
$12,000 in pending quotes awaiting approval
Quotes QT-881 ($4,800) and QT-874 ($7,200) are both pending customer approval and expire within 28 days. Proactive follow-up could close both this month, adding $12,000 to recognized revenue.
Pending quotes
2
Total value
$12,000
QT-881 expires
May 28, 2026
QT-874 expires
May 26, 2026
AI Confidence
Clearfield Foods — overdue invoice $640 at risk
INV-4408 is 5 days past due. Clearfield has a Full Coverage contract renewing in June. Unresolved invoice balances typically delay contract renewals by 30–45 days.
Overdue invoice
$640
Days past due
5
Contract renewal
Jun 2026
Contract value
$22,000/yr
AI Confidence
Riverstone Logistics — 14 units, only 1 PM plan active
Riverstone has 14 registered units but only 1 active maintenance plan covering the forklift fleet. 11 units have no scheduled service coverage. Upselling a multi-unit PM bundle could yield $22,000–28,000 in additional ARR.
Total units
14
Plans active
1
Uncovered units
11
Est. upsell value
$25,000/yr
AI Confidence
Summit Construction — Labor Only contract, upgrade to Full Coverage
Summit currently has a Labor Only contract ($31,500/yr) but incurred $10,480 in unplanned parts costs in Q1 2026. Upgrading to Full Coverage would protect them from cost variance while increasing ARR by ~$18,000.
Current contract
Labor Only · $31,500
Q1 parts spend
$10,480
Upgrade target
Full Coverage
Est. ARR increase
$18,000
AI Confidence
JLG 600S Boom Lift — warranty expired Apr 1, plan paused
EQ-305 warranty expired April 1, 2026, and its maintenance plan is currently paused. Without coverage, any failure is fully billable to Summit. Resuming the PM plan now reduces breakdown risk and surfaces a PM upsell.
Warranty expired
Apr 1, 2026
Plan status
Paused
Last service
Aug 14, 2025
Est. plan value
$8,500/yr
AI Confidence
Clearfield Foods Full Coverage renewal — $22,000 ARR at risk
CUS-005's Full Coverage contract expires April 1, 2027 — renewal outreach should begin now (90 days out is best practice). Combined with the overdue invoice, early engagement prevents churn. Client has a 100% renewal history.
Contract expires
Apr 1, 2027
Annual value
$22,000
Renewal health
At Risk
Outstanding balance
$640
AI Confidence
Revenue vs. Opportunity Gap
Captured revenue compared to identified AI opportunities (6 months)
Customer Risk Scores
AI-weighted account health
Insight Distribution by Category
Count of insights and estimated revenue opportunity per category