AIOps incident triage
in under 60 seconds.

Q: What is AIOps and how does this agent use it?

AIOps uses ML to correlate alerts, classify severity, and auto-resolve incidents.

Q: How does the agent differ from a standard monitoring alert system?

Monitoring queues alerts; the agent correlates, triages, and remediates them.

Q: How does the alert correlation engine determine that multiple alerts represent the same incident?

It correlates by time, CMDB topology, alert text, and ML on your history.

Q: How does the automated remediation system work and what safety controls are in place?

Pre-approved playbooks only, every step logged and haltable from Slack or Teams.

Q: Which monitoring, ITSM, and communication tools does the agent integrate with?

Datadog, Splunk, New Relic, CloudWatch, PagerDuty, ServiceNow, Jira, Slack, Teams.

Q: How does the agent handle major incidents that span multiple teams and services?

It names a commander, assigns each team, and auto-opens a Slack or Teams war room.

Q: What does the postmortem generation produce and how does it feed incident learning?

A structured draft in Confluence, Notion, or ITSM, plus cross-incident patterns.

Q: How long does implementation take and what are the prerequisites?

5-7 weeks; needs monitoring APIs, ITSM access, CMDB, and 12-18 months of history.

Q: What MTTR reduction and cost savings can we expect from deploying an AI Incident Triage Agent?

Forrester reports 50-75% MTTR cuts and 90% less alert noise.

Q: How is this aiops platform different from standalone incident management software or aiops tools?

Incident management software tracks tickets; this aiops platform triages them.

Bonami X-AI ingests alerts from every monitoring tool, eliminates 90% of the noise, and routes incidents to the right on-call team — cutting MTTR by up to 75%.

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See it triage your own alert stream.

We respond within 24 hours.

Award-Winning AIOps Platform

Standards We Build To

Compliance is a design constraint we wire in from day one, not a review step before launch — security, privacy, and governance built into every agent.

Privacy & Data Protection

Customer and employee data protected across every region you operate in.

GDPR
CCPA
HIPAA
PIPEDA
DPDP Act 2023

Security & Risk

Security and risk controls, independently audited.

SOC 2 Type II
ISO/IEC 27001
OWASP Top 10
NIST CSF

AI Governance & Trust

Responsible-AI controls built into every agent — auditable decisions, human-in-the-loop review, and guardrails against bias and data leakage.

ISO/IEC 42001
NIST AI RMF
EU AI Act
Model Audit Trails
Human-in-the-Loop

Data Governance & Operations

Enterprise-grade data management with audit trails, role-based access, and validation engineered into every release rather than bolted on before launch.

Audit Trails
Role-Based Access
Data Residency
Release Validation

Accessibility

Usable by every employee and customer, by design.

WCAG 2.1 AA
Section 508

Reliability & Uptime

Production-grade availability backed by monitoring and SLAs.

99.9% Uptime SLA
SSO / SAML
Encryption at Rest

Core Capabilities of the AI Incident Triage Agent

Six capability pillars — from alert ingestion and noise suppression to ML severity classification, routing, and automated remediation.

Ingests alerts simultaneously from Datadog, Splunk, New Relic, Dynatrace, CloudWatch, Prometheus, Nagios, Zabbix, PagerDuty, and OpsGenie via native connectors — consolidating your entire observability stack into one unified incident stream.

Classifies every incident by severity across five dimensions: service criticality, user impact, SLA breach risk, blast radius, and historical resolution urgency.

Routes each incident based on CMDB service ownership, historical routing outcomes, on-call availability, team workload, and required technical skills.

Pre-approved library covers common failure patterns: pod crash-loop restart, disk cleanup, DNS flush, SSL renewal, auto-scaling expansion, circuit breaker reset, and service restart.

P1/P2 detection auto-provisions a Slack or Teams war room, adds all on-call responders, and posts an immediate brief covering symptoms, affected services, customer impact, and initial root cause hypothesis.

Generates a structured postmortem draft at closure from the incident timeline: chronology, affected services, customer impact, root cause, contributing factors, and recommended action items.

Alert Ingestion & Correlation

Severity Classification & Scoring

Classifies every incident by severity across five dimensions: service criticality, user impact, SLA breach risk, blast radius, and historical resolution urgency.

Routing & Context Enrichment

Routes each incident based on CMDB service ownership, historical routing outcomes, on-call availability, team workload, and required technical skills.

Automated Remediation & Resolution

Pre-approved library covers common failure patterns: pod crash-loop restart, disk cleanup, DNS flush, SSL renewal, auto-scaling expansion, circuit breaker reset, and service restart.

War Room Coordination & Communication

Postmortem Generation & Intelligence

Generates a structured postmortem draft at closure from the incident timeline: chronology, affected services, customer impact, root cause, contributing factors, and recommended action items.

Security & Compliance Responsibility

Every AI agent we build is designed with data protection and security at its core — tailored to your compliance requirements.

Why Engineering and IT Operations Leaders Deploy Bonami's

90% Alert Noise Eliminated Before It Reaches Your On-Call Queue

Dedupes and correlates signals, cutting alert volume 90%.

From 40-Minute Manual Triage to 60-Second Automated Context Delivery

Runbook, topology, and on-call owner delivered in 60 seconds.

Known Failure Patterns Resolved Before the On-Call Page Is Sent

Pre-approved fixes auto-resolve 20–40% of recurring incidents.

Real Business Impact

Measurable gains in efficiency, experience, and operational performance.

Predictive Analytics & Sentiment-Aware Crypto Trading Platform

Autonomous crypto trading with predictive analytics, social sentiment intelligence, and automated risk management.

Business results:

<5% MAPE for predictions

15% monthly ROI improvement

90% reduction in manual intervention

Read Success Story

Predictive Analytics & Sentiment-Aware Crypto Trading Platform

AI-Powered Workforce & Shift Management Platform

Improving scheduling efficiency by 45% with AI-driven conflict resolution.

Business results:

45% scheduling efficiency improvement

90% reduction in manual HR docs

30% increase in employee engagement

Read Success Story

AI-Powered Workforce & Shift Management Platform

How We Work With You

A clear, collaborative AI process — we start with your challenges and goals, then build for real business value.

We start by learning about your business objectives, current systems, and team capabilities. This helps us identify the right opportunities for AI to make a real impact.

Based on what we learn, we create a detailed plan for your AI implementation. This includes technical requirements, timeline, and success metrics.

We develop the AI solution in iterative cycles with regular check-ins. This allows us to adjust based on your feedback and ensure everything works as expected.

We handle the technical deployment and train your team to use the new AI tools effectively. This includes documentation and hands-on support.

After launch, we continue to monitor performance, make improvements, and help you get the most value from your AI investment.

Why Engineering and IT Operations Leaders Deploy Bonami's

Dedupes and correlates signals, cutting alert volume 90%.

Our Process

Core Capabilities of the AI Incident Triage Agent

Six capability pillars — from alert ingestion and noise suppression to ML severity classification, routing, and automated remediation.

Alert Ingestion & Correlation

Unifies alerts from 10+ monitors.

Severity Classification & Scoring

Scores severity across five signals.

Routing & Context Enrichment

Routes with runbook and topology.

Automated Remediation & Resolution

Runs pre-approved fixes safely.

War Room Coordination & Communication

Auto-opens the war room.

Postmortem Generation & Intelligence

Drafts postmortems at closure.

Downtime Costs $5,600 a Minute.

Triage burns 35–45 of those minutes. We cut it to 60 seconds.

Get Incident Audit