IT Operations and Service Management AI
79TriVista score
ScienceLogic SL1 AI
The AI inside ScienceLogic's IT monitoring platform, now branded Skylar AI, that links events across a company's IT map and drafts root-cause explanations.
LogicMonitor LM Envision
AI tool profile ·
LogicMonitor's infrastructure monitoring platform, whose Edwin AI engine links alerts and points to a likely root cause.
79TriVista score
Category rank#3 in IT Operations and Service Management AI
Baseline ELO1,521.3
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At a glance
What it does
LogicMonitor LM Envision is a cloud-based platform for monitoring servers, networks, cloud accounts, and applications from one dashboard. Edwin AI, its built-in engine, uses machine learning to group related alerts, cut noise, and suggest a likely root cause. LogicMonitor reports that some customers cut alert noise by more than 80 percent and incidents by up to 67 percent after adding Edwin AI. The platform supports hybrid environments, covering on-premises, cloud, and edge resources under one pricing model. Admins manage data collection through lightweight software called collectors, and it integrates with common ticketing and chat tools.
Where it can help
This fits a company running a mix of cloud and on-premises infrastructure that wants one observability tool instead of several, especially an IT operations team that struggles with too many alerts each day. A good starting point is the LM Advanced tier on your core infrastructure, adding Edwin AI through the LM Signature tier once base monitoring is stable. As a planning figure, LM Essentials starts near 16 dollars per Hybrid Unit a month and the Edwin AI tier near 53 dollars per Hybrid Unit a month; confirm current rates with LogicMonitor, since this pricing model is new. One risk is the Hybrid Unit pricing model itself, which can be hard to estimate accurately before a full audit of your device count.
Company fitHow your company could affect the fit
How one company factor at a time moves the modeled score. The published score is unchanged.
Company fit
How your company could affect the fit
How one company factor at a time moves the modeled score. The published score is unchanged.
Technology Maturity Low Modeled score78.1 / 100 Modeled category rank#4
Baseline Moderate
Adjusted ELO 1,518.5
Change from baseline -3.0 ELO
Industry Energy and utilities Modeled score79.0 / 100 Modeled category rank#1
Baseline Consumer products
Adjusted ELO 1,523.8
Change from baseline +2.3 ELO
Industry Technology and telecommunications Modeled score78.9 / 100 Modeled category rank#1
Baseline Consumer products
Adjusted ELO 1,523.5
Change from baseline +2.0 ELO
Industry Financial and professional services Modeled score78.9 / 100 Modeled category rank#1
Baseline Consumer products
Adjusted ELO 1,523.2
Change from baseline +1.7 ELO
Industry Healthcare and life sciences Modeled score78.8 / 100 Modeled category rank#2
Baseline Consumer products
Adjusted ELO 1,523.1
Change from baseline +1.6 ELO
Industry Construction and real estate Modeled score78.8 / 100 Modeled category rank#2
Baseline Consumer products
Adjusted ELO 1,522.9
Change from baseline +1.4 ELO
Industry Industrial manufacturing Modeled score78.8 / 100 Modeled category rank#1
Baseline Consumer products
Adjusted ELO 1,522.7
Change from baseline +1.2 ELO
Industry Food and beverage Modeled score78.8 / 100 Modeled category rank#1
Baseline Consumer products
Adjusted ELO 1,522.6
Change from baseline +1.1 ELO
Company Type Business services Modeled score78.5 / 100 Modeled category rank#4
Baseline Manufacturing
Adjusted ELO 1,520.9
Change from baseline -0.6 ELO
Revenue Band $500M-$2B Modeled score78.5 / 100 Modeled category rank#3
Baseline $25M-$100M
Adjusted ELO 1,520.9
Change from baseline -0.6 ELO
Revenue Band Over $2B Modeled score78.5 / 100 Modeled category rank#3
Baseline $25M-$100M
Adjusted ELO 1,521.0
Change from baseline -0.5 ELO
Industry Automotive and transportation Modeled score78.7 / 100 Modeled category rank#1
Baseline Consumer products
Adjusted ELO 1,521.9
Change from baseline +0.4 ELO
Revenue Band $100M-$500M Modeled score78.7 / 100 Modeled category rank#2
Baseline $25M-$100M
Adjusted ELO 1,521.9
Change from baseline +0.4 ELO
Revenue Band Under $25M Modeled score78.6 / 100 Modeled category rank#2
Baseline $25M-$100M
Adjusted ELO 1,521.8
Change from baseline +0.3 ELO
Industry Retail and distribution Modeled score78.6 / 100 Modeled category rank#2
Baseline Consumer products
Adjusted ELO 1,521.5
Change from baseline +0.0 ELO
Technology Maturity High Modeled score78.6 / 100 Modeled category rank#3
Baseline Moderate
Adjusted ELO 1,521.5
Change from baseline -0.0 ELO
Cost guide
What it can cost
These estimates cover licensing, setup, integrations, staff time, security, administration, and support.
| Cost measure | Low | Base | High |
|---|---|---|---|
| First-year total | $80.5K | $126.5K | $203.2K |
| Three-year total | $174.8K | $263.3K | $406.3K |
| First-year cost per unit | $80.5K | $126.5K | $203.2K |
| Average annual cost per unit (over three years) | $58.3K | $87.8K | $135.4K |
Cost breakdown by scenario
| Component | Low | Base | High |
|---|---|---|---|
| Licensing and usage | $27K | $36K | $48.6K |
| Implementation | $13.2K | $22K | $37.4K |
| Integration | $14.3K | $26K | $46.8K |
| Staff time and change management | $8.4K | $12K | $16.8K |
| Security | $6.7K | $9.5K | $14.3K |
| Administration | $4.9K | $6.5K | $8.8K |
| Support | $2.3K | $3K | $4.1K |
Estimate assumptions: This scenario uses a category-based allowance, not a verified price for this product. Based on 1 production deployment. Confirm the vendor’s billing unit and current price or quote before budgeting.
Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.
Get started
What you need first
What you need firstSet up the basics
Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.
How to startSet clear limits
Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot
Before you scaleSet safe working rules
Recommended next action
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
Decision ownerBusiness and technology owner
STARTSet a goal and owner
Define what success looks like for a test of LogicMonitor LM Envision and assign someone to lead it.
FIRST MONTHTest one workflow
Once the requirements above are met, compare a small trial with how your team works today.
MONTH TWOReview actual use
Track adoption, output quality, business results, and actual costs against the estimate.
MONTH THREEDecide what comes next
Use the results to decide whether to stop, adjust, or expand the pilot.
Risk profile
Required controls
Security and safe use
Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.
Exit and rollback
Review before rollout: confirm how to export your data, revoke access, and return to your existing workflow. Assign an owner and test the rollback plan before expanding use.
Recommended next step
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
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Research support
How to learn more about this tool
Where to check the product, price, security, and support.
Official product information
LogicMonitor LM Envision current product page
Read official information →
Research observations recorded: 1. Evidence quality: Some support.
Score history
How the rating has changed
Recorded score and category rank across research updates.
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TriVista Score 78.6/100Category rank #3
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TriVista Score 78.6/100Category rank #3
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