Software Delivery, Testing, and DevOps AI
85TriVista score
Mend AI
A security tool that inventories every AI model, prompt, and dataset a company uses and flags risky or unapproved ones.
Rootly AI
AI tool profile ·
An AI feature inside an incident-management tool that investigates outages and drafts status updates, with a human approving every fix.
73TriVista score
Category rank#7 in Software Delivery, Testing, and DevOps AI
Baseline ELO1,490.6
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At a glance
What it does
Rootly AI SRE is the AI feature set built into Rootly, an incident management and on-call platform. During an incident, it matches alerts, recent deploys, and code changes against past incidents to suggest a probable root cause with a confidence score. A bot can join the incident call to transcribe it live, and responders can tag the assistant in chat to get a summary or a drafted status update for stakeholders. Afterward, it drafts a retrospective document with the timeline already filled in. It is made by Rootly, which states it does not use customer incident data to train third-party models. Every suggested fix requires a person to approve it; nothing runs without that approval.
Where it can help
This fits a team running many production incidents, where writing status updates and retrospectives by hand takes real time away from fixing problems. A practical starting point is the two-week free trial, testing AI SRE on live incidents for one on-call rotation before expanding. Combined Incident Response and On-Call pricing starts near $20 per user per month for each product on the entry Essentials tier, roughly $24,000 a year for fifty users as a planning figure, with a custom-priced Scale tier adding compliance and customization. The main limitation is that suggested root causes and drafted communications still need a responder's judgment; the tool keeps a human in the loop and does not resolve incidents on its own.
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 High Modeled score73.1 / 100 Modeled category rank#7
Baseline Moderate
Adjusted ELO 1,488.8
Change from baseline -3.2 ELO
Technology Maturity Low Modeled score74.2 / 100 Modeled category rank#7
Baseline Moderate
Adjusted ELO 1,495.1
Change from baseline +3.1 ELO
Industry Technology and telecommunications Modeled score73.3 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,489.7
Change from baseline -2.3 ELO
Industry Financial and professional services Modeled score73.3 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,489.7
Change from baseline -2.3 ELO
Industry Construction and real estate Modeled score73.3 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,489.7
Change from baseline -2.3 ELO
Industry Healthcare and life sciences Modeled score73.3 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,490.0
Change from baseline -2.0 ELO
Industry Energy and utilities Modeled score73.3 / 100 Modeled category rank#7
Baseline Consumer products
Adjusted ELO 1,490.0
Change from baseline -2.0 ELO
Revenue Band $100M-$500M Modeled score73.9 / 100 Modeled category rank#5
Baseline $25M-$100M
Adjusted ELO 1,493.1
Change from baseline +1.2 ELO
Revenue Band $500M-$2B Modeled score73.5 / 100 Modeled category rank#6
Baseline $25M-$100M
Adjusted ELO 1,491.2
Change from baseline -0.8 ELO
Revenue Band Under $25M Modeled score73.6 / 100 Modeled category rank#7
Baseline $25M-$100M
Adjusted ELO 1,491.6
Change from baseline -0.4 ELO
Industry Food and beverage Modeled score73.6 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,491.6
Change from baseline -0.4 ELO
Industry Automotive and transportation Modeled score73.7 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,492.3
Change from baseline +0.4 ELO
Industry Industrial manufacturing Modeled score73.6 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,491.6
Change from baseline -0.3 ELO
Industry Retail and distribution Modeled score73.6 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,491.6
Change from baseline -0.3 ELO
Company Type Business services Modeled score73.6 / 100 Modeled category rank#8
Baseline Manufacturing
Adjusted ELO 1,491.6
Change from baseline -0.3 ELO
Revenue Band Over $2B Modeled score73.6 / 100 Modeled category rank#7
Baseline $25M-$100M
Adjusted ELO 1,491.8
Change from baseline -0.1 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 | $54.4K | $85.5K | $137.2K |
| Three-year total | $118.1K | $177.9K | $274.3K |
| First-year cost per unit | $54.4K | $85.5K | $137.2K |
| Average annual cost per unit (over three years) | $39.4K | $59.3K | $91.4K |
Cost breakdown by scenario
| Component | Low | Base | High |
|---|---|---|---|
| Licensing and usage | $18K | $24K | $32.4K |
| Implementation | $8.4K | $14K | $23.8K |
| Integration | $9.9K | $18K | $32.4K |
| Staff time and change management | $6K | $8.5K | $11.9K |
| Security | $4.6K | $6.5K | $9.8K |
| Administration | $3.4K | $4.5K | $6.1K |
| Support | $1.7K | $2.2K | $3K |
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 Rootly AI 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
Rootly AI 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 73.4/100Category rank #7
-
TriVista Score 73.4/100Category rank #7
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