Introducing Behavure AI: The Next Generation of AI Observability

Solving Observability’s Biggest Challenges

Enterprises today find themselves at a crossroads. As system complexity and the volume of generated telemetry explodes, traditional observability models have become untenable.

Gartner captures this shift succinctly:

“There is no future of IT Operations that does not include AIOps.”

Recognizing that sheer data collection no longer scales, by 2025 Gartner rechristened AIOps as Event Intelligence Solutions, ushering in a new era where smart event correlation replaces brute-force ingestion.

Enterprises generate terabytes of telemetry (logs, metrics, traces) every day. Traditional observability and SIEM tools charge based on volume: per GB, per host, per log, and costs quickly become unpredictable and prohibitive at scale, often costing millions annually.

Meanwhile, without intelligent filtering, operations and security teams drown in thousands of isolated alerts, leading to alert fatigue and missed incidents. Storage, licensing, and human overhead all grow linearly with data volume, making the “store everything” model unsustainable.

Why Event Intelligence Matters in the Age of AI & Agents

Escalating Observability Burden
Even before AI, systems churned out ever-growing volumes of logs, metrics, and traces. Usage-based pricing for storage and indexing turns that growth into runaway costs, and when AI agents join the mix, the bill only spikes further. This cripples both AIOps workflows (slowing detection and remediation) and security operations (limiting SIEM ingestion).

Opaque AI “Black Box”
Understanding AI decision flows end-to-end demands real-time behavioral correlation; without it, AI-driven actions remain inscrutable.

Agent Proliferation
Autonomous agents (chatbots handling customer queries, recommendation engines shaping experiences, RPA bots automating workflows) produce fast, intertwined event streams. Traditional rule-based correlation can’t keep pace, undermining both real-time incident management and threat detection.

Heightened Risk & Compliance
AI agents can amplify bias or unintended behavior. Regulatory regimes like the EU AI Act and U.S. AI Safety Act require immutable, audit-ready data lineage trails. Event intelligence provides the unified telemetry and correlation both AIOps and SecOps need.

How Behavure AI Addresses the Pain

Challenge	Traditional Tools	Behavure AI
Cost Model	Usage-based billing → surprise overages	Flat-rate pricing aligned with data value & scale; full control of ingest/output
Data Strategy	Ingest everything; store at any cost	Selective, policy-driven ingestion; edge filtering
Pipeline Complexity	Manual, brittle custom pipelines	Automated pipeline management: ingest & route telemetry at scale without manual intervention
Manual Correlation	Rules-based correlation requiring extensive custom dashboards	Native behavioral event correlation, rules-free, action driven incidents
Risk & Compliance	Siloed logs; manual audit trails	Immutable behavioral data lineage with end-to-end, tamper-proof audit trails; supports EU AI Act & U.S. AI Safety Act
Real-time Query & Analytics	SPL/SQL or custom scripts	Natural-language query engine built for machine data: ask in plain English, no coding required
Scalability	Costs & noise grow linearly	Processing that scales to petabytes of events without complexity and noise
Indexing Cost & Complexity	Heavy indexing infra; high compute & storage fees	No indexing fees, only processed events forwarded; minimal storage footprint
Data Control	Vendor-locked retention policies	100% policy-driven control: choose what, where, how long to store, in private cloud or on-prem
Exploration	Manual search & triage by humans	Autonomous exploration with AI-guided root-cause discovery with interactive insights

The Solution: Machine Data Engine for Event Intelligence

Capability → Benefit

• Intelligent Telemetry Pipeline → Filters & deduplicates at source; slashes ingest volumes

• Dynamic, Policy-Driven Routing → Ensures only meaningful behavioral events reach downstream tools

• Real-Time Behavioral Correlation → No upfront rules at scale without complexity

• Automated Root-Cause Signals → Topology and historical context for rapid MTTI

Why This Matters

• Cost Efficiency: Flat-rate pricing tied to business value, no surprise overages.

• Democratized Insights: Natural-language queries let anyone ask, “What caused that outage?”

• Built-In Compliance: Immutable behavioral lineage for audit-ready reporting under AI regulations.

Behavure AI’s event-intelligence platform embodies Gartner’s vision for the future. Behavure AI delivers the next generation of event intelligence, rules-free, built for native behavioral event correlation to eliminate the cost, complexity, and noise of legacy observability.

See It Yourself: Start your free trial and cut your observability costs in half