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voleo.ai

AI-Powered Operations,
Secure Within Your Estate

Governed at Every Layer · Secure by Design · Solution Agnostic
60–80%
Less alert noise
30–50%
Faster P1/P2 response
Zero
Outbound data calls
105
Capabilities across 18 areas
SCROLL TO REVEAL ↓
The difference

Five things
worth insisting on.

Voleo.ai goes beyond improving performance at the edges, bringing trusted automation, operational governance, and transparency into the core of how operations run.

Most AI ops platforms
With Voleo

Vendor lock-in, hidden tenancy, data leaves your environment

Your tenancy, your contract, zero outbound calls

Black-box models, hallucination-prone

SOP-grounded with confidence scoring, flags for review instead of guessing

Proprietary model you can never inspect or move

Open-weight model you control, self-host, swap, or take with you

One cloud, one vendor, one way to deploy

Portable across cloud, data center, or IBM Power. Air-gap supported

AI add-ons priced into every tool you own

One AI layer across the estate, predictable run costs, no per-tool AI SKUs to buy

Signals come from the monitoring tools you already use. No rip-and-replace.

Haran Vinayagalingam, CEO of Kochasoft Inc.

Every vendor in your stack is now selling you AI, metered by the token, priced per node, and processed somewhere you can't see. That doesn't reduce what it costs to run your estate. It adds to it.

We built Voleo the other way around: one layer of intelligence that runs inside your own environment, grounded in your own runbooks, that takes cost out of operations instead of adding another meter. And your data never leaves. That part was non-negotiable from day one.

Haran Vinayagalingam
CEO, Kochasoft Inc.
Platform capabilities

One AI operations layer across your infrastructure.

We bring incident analysis, confidence-based automation, governance, and reporting together in one platform, helping operations teams move from alert noise to trusted action faster.

Detect & Diagnose

Correlate alerts, identify likely root causes, and understand business impact before incidents escalate.

Incoming Alerts

High CPU Usage
Database Latency
API Timeout Errors
Disk Space Low
Memory Pressure
78 alertsView all

Root Cause

Database Latency
High
92% confidence

Impacted Services

Checkout API
Order Service
Inventory DB

Business Impact

3.2%
Revenue at Risk

Decide & Act

Use confidence-based recommendations, human approvals, and guided remediation to resolve issues safely.

AI Recommendation

Restart affected database service
Confidence 92%

Approval

JS
Jane Smith
Ops Manager
Approve
Reject
Completed
2m 14s

Operate & Govern

Manage workflows, SLAs, audit trails, and AI observability with enterprise-grade control.

Workflow Automation
SLA & Policy Management
Audit Trails
AI Observability

Communicate Value

Deliver clear reporting, executive briefings, and stakeholder visibility into performance, risk, and ROI.

Estate coverage
18 areas
105 capabilities
Incidents Resolved
1,284
This Month
Automation Rate
68%
Actions Automated
Risk Reduction
31%
vs. Last Quarter
Executive Overview Illustrative ▾
Availability
99.97%
↑ 0.12%
Risk Score
Low
↓ 22%
AI actions audited
100%
Immutable log
Top Risk Drivers
Database Latency
Service Timeouts
Memory Pressure
Incident Trend
−34%
↓ 30-day decline
First-Pass Resolution
92%
↑ 8 pts QoQ

Product screens are illustrative and figures are modeled, not drawn from a named customer.

Dynamic CMDB

A live CMDB for
confident impact analysis.

We continuously build and reconcile a live dependency graph using discovery, monitoring, cloud APIs, and existing CMDB data, enabling teams to assess blast radius based on current relationships rather than outdated records.

Continuously discovered
Graph-native relationships
Calculated blast radius
ServiceNow writeback

No rip-and-replace. Voleo.ai improves the CMDB you already use.

Architecture

Trust should come from architecture, not assurances.

We bring intelligence directly into your environment, where telemetry moves across your systems without leaving your boundary and every recommendation is grounded in your own runbooks.

Your estate
SAP & HANA
On-prem, VMware, AIX / IBM i
Databases & storage
Cloud & network
Existing monitoringNo rip-and-replace
Ingest & correlate
One incident model
Dedup & correlation
Live dependency graph
200 alerts → 1 incident
AI reasoning · in-plane
Open-weight model + guardrails
Local RAG: your SOPs & history
Root cause · confidence · impact
Nothing leaves. Never trained on.
Operations
Prioritized, de-noised alerts
AI root-cause summaries
Approvals & guided remediation
Advisory into your ITSM
Customer data stays inside your environment. Nothing leaves. Nothing trains external models.
Knowledge layer
Enterprise knowledge stays within your boundary. Operational intelligence grows around it.

Your procedures, infrastructure relationships, and incident history remain private and protected.

Curated pattern updates · by pull
Anonymized patterns→ Central curation→ New knowledge bundle→ Pulled into every plane

Only anonymized, aggregated patterns feed curation; no customer data leaves your environment.

The whole estate,
not just the cloud-native part.
SAP
Basis, S/4HANA, HANA, transports
IBM i / AS-400
Power systems, applications
AIX
Operating system, workloads
VMware
DRS/HA, vMotion, datastores
Databases
Oracle, SQL Server, PostgreSQL, MySQL
Operating Systems
Linux, Windows
Cloud
Azure, AWS, GCP, FinOps
On-Premises
Data center, network, storage

Automation can start in advisory mode and expand through approval gates as trust is proven.

Trust, security & sovereignty

Regulator-grade control for data that needs to stay yours.

We designed Voleo.ai for organizations that need operational data to remain private, governed, and auditable. Telemetry, prompts, evidence, and approvals stay within your environment by design.

Control is built into the architecture, not added after deployment.

Your data never leaves

Zero outbound internet calls.

Air-gapped & sovereign

Runs in restricted environments.

Human accountability

Approvals, rollback-ready controls, audit logs.

Advisory-only mode

Voleo advises. Your team acts.

No outbound calls.
No external training.
No unilateral changes.
Deployment & economics

Runs where you are, at one predictable cost.

Deploy Voleo.ai across hybrid estates, Azure environments, data centers, and IBM Power with one AI operations layer
and predictable licensing.

Deployment paths

Deploy your way

Choose the environment that fits your estate. One AI Operations Layer. All connected.

One AI Operations Layer
Predictable economics

Value you can plan for

AI Ops that scales with your needs, without surprise costs.

Alert volume Platform cost
Time  →

All-inclusive platform subscription

No per-node, per-alert, or per-token pricing

Transparent run costs

Host in your cloud or have it run for you

Flexible deployment

Cloud, data center, or air-gapped, your choice.

Predictable licensing

Simple, all-inclusive licensing that grows with you.

Transparent run costs

Clear visibility into usage and total cost.

See pricing & implementation
Field-tested

Built in production, not in a lab.

We built and hardened Voleo.ai within live managed-services operations, supporting real SAP, infrastructure, and hybrid environments. Every capability was shaped by the needs of operations teams working under real-world pressure.

Production incident timeline
Real incident
path
200
›››››
02:14 AM
SAP job failure detected
02:16 AM
200 alerts correlated into one incident
02:18 AM
Likely root cause identified with evidence
02:21 AM
Approval requested from engineer
02:24 AM
Guided remediation executed
02:31 AM
Service stabilized
Proven in real estates

Built across production SAP, IBM i, VMware, cloud, and hybrid environments.

Shaped by real escalations

Procedures, guardrails, and approvals refined through live incidents.

Operator-grade by design

Built to handle the everyday work that drives ticket volume.

40–60%
Faster MTTR
200 → 1
Alerts to one incident
~30%
Less on-call toil
12–16wks
To live

Illustrative targets are finalized against the customer's measured baseline during scoping.

Who it's for

Built for the teams accountable for enterprise IT performance.

Voleo.ai gives operations, engineering, service delivery, and business teams a shared intelligence layer for faster response,
clearer control, and measurable operational value.

CIOs & Infrastructure Leaders

Modernize operations, reduce technical debt, and prove service improvement without adding more complexity.

Service Delivery & Operations Teams

Standardize incident handling, reduce escalations, and improve response consistency across environments.

Engineers & Practice Leads

Codify playbooks, reduce repetitive triage, and keep expert teams focused on higher-value work.

Risk, Audit & Business Stakeholders

Gain visibility into approvals, AI actions, service performance, business impact, and operational accountability.

Also built for service providers.

Run multi-client operations with audited, SOP-grounded AI assistance and a more scalable delivery model.

Explore provider model
Intelligence-led operations

Make intelligence your operating advantage.

Connect with our team to explore how Voleo.ai can work across your estate. We'll discuss your operational priorities, technology landscape, and where our platform can create meaningful value.

Let's Talk →
Or contact us at contact@kochasoft.com
voleo.ai A KOCHASOFT COMPANY
© 2026 · VOLEO.AI, AN AI-NATIVE SRE PLATFORM
Pricing & implementation

Three tiers. Transparent pricing. Predictable costs.

Each tier is sized to your technology estate, with licensing, hosting, and implementation clearly separated. No per-node, per-alert, or per-token charges, and no price increases when incident volumes rise.

Essential
Single region · focused estate · up to ~1,000 managed configuration items
Platform license
$100Kper year
Hosting
$50Krun by Voleo
Implementation
$25–50Kone-time
Growth
Multi-region · mixed estate · ~1,000–5,000 managed configuration items
Platform license
$200Kper year
Hosting
$100Krun by Voleo
Implementation
$50–75Kone-time
Global estates
Enterprise
Global · high availability · high diagnosis volume · 5,000+ managed configuration items
Platform license
$300Kper year
Hosting
$150Krun by Voleo
Implementation
$75–125Kone-time

High availability is standard at every tier, deployed resiliently within its region, not as a single point of failure. Multi-region deployment, disaster-recovery replicas and additional non-production environments are available and priced separately.

Included at every tier

All capability areas, no per-module upsell

Unlimited users and dashboards

Open-weight model, swap or self-host it

Full AI-action audit trail and approval gates

Advisory-only mode available

Export everything, any time, no exit fee

Running entirely on Azure? Ask about Azure Edition.

Our Azure Edition maps your environment directly through Azure Resource Graph and Application Insights, eliminating the need for a separate graph engine. It costs less to deploy and host, can be operational within weeks, and provides a seamless path to the full Enterprise Edition.

Prefer it operated for you? 24/7 managed operations is available as a separate line, scoped to your coverage model, regions and shift pattern.

Implementation

Fixed scope. Live in weeks, not years.

We establish a clear performance baseline at the outset and measure delivery against it. Enterprise environments typically go live within 12–16 weeks, while Azure Edition can be deployed within 6–8 weeks due to its simplified integrations and native Azure topology mapping.

1
Design & assess
We assess your estate, design the landing zone.
2
Connect sources
We connect your monitoring, ITSM and cloud sources, read-only first, so nothing is ripped out or replaced.
3
Build the graph
Discovery and CMDB reconciliation build a live dependency graph, making blast radius real before anything changes. (Azure Edition: native topology.)
4
Ground the AI
Your SOPs and runbooks become grounded knowledge, Action Packs are certified, and guardrails are set to your policies.
5
Go live & hypercare
We validate against the baseline, then go live advisory-only, with hands-on hypercare until you are confident.
What we need from you

Read access to existing monitoring and ITSM

A landing zone or subscription to deploy into

Full access to your SOPs and runbooks

A named owner and a weekly checkpoint

Built around your priorities

Get pricing tailored to your estate.

Connect with our team to define the right tier, hosting option, and implementation approach based on your environment and requirements.

Let's Talk

Or contact us at contact@kochasoft.com

FOR SERVICE PROVIDERS · MULTI-CLIENT OPERATIONS

Scale service delivery with greater efficiency.

Voleo brings audited, SOP-grounded AI across every client estate, enabling providers to expand operational capacity while keeping each client's data securely within their own tenancy.

Let's Talk
The provider platform

One console for every client estate.

Multi-client workspace

Manage every client estate in one console, with separate entitlements, branding, SLAs, and data boundaries.

SOP-grounded assistance

Turn client operating procedures into actionable guidance, with lower-confidence cases elevated for expert review.

Phased autonomy

Gradually expand AI capabilities as outcomes are validated, with client-level approvals, safeguards, and rollback built in.

Audit-ready visibility

Keep a complete, transparent record of AI actions and approvals, providing clear evidence for customer reviews and audits.

Isolation & tenancy

Your clients' data stays separated.

Voleo is architected with a dedicated, isolated deployment for each client, running within that client's own tenancy to keep data securely separated by design.

One deployment per client
Each client's operational data, operational graph, procedures, and history remain within their own dedicated deployment and are never mixed with another client's data.
Zero outbound calls
AI reasoning runs within the client deployment using an open-weight model, so client data is never sent to third-party model services or used for external training.
Shared learning, not shared data
Only anonymized, aggregated patterns are curated centrally and shared back as knowledge, allowing every client to benefit without exposing their underlying data.

This is the answer to the question every one of your clients will ask: "Where does our data go?" Nowhere.

Coverage

Coverage across the systems that run your business.

Beyond cloud-native workloads, Voleo supports the legacy and hybrid systems that drive day-to-day operations, incidents, and escalations.

SAP & HANA

Basis monitoring, landscape integrity, transports, background jobs, HANA memory, and query diagnostics.

Legacy & hybrid

IBM i / AS-400, AIX, VMware, on-premises data centers, network and storage, alongside Azure, AWS, and GCP.

Databases & platforms

Oracle, SQL Server, PostgreSQL, and MySQL across health, replication, high availability, and lock analysis.

Signals come from the monitoring your clients already run. No rip-and-replace, and their monitoring contracts stay theirs.

Commercial model

Pricing designed to support growth.

Platform subscription

Fixed, predictable pricing per instance, with no per-node, per-alert, or per-token charges. All capability areas are included.

Deployed your way

Run each instance in your client's tenancy or your own. Hosting is kept separate and transparent, whether self-managed at cost or managed for you.

Built by operators

Backed by a team with deep enterprise operations experience.

Voleo is shaped by Kochasoft's experience managing enterprise infrastructure and SAP estates. That expertise is reflected across the platform, from transports and firmware to backup validation, IBM i subsystems, and after-hours escalations.

Now onboarding select providers.

We're partnering with an initial group of providers, with validated outcome metrics to be shared as the program progresses.

Let's Talk
Built for service providers

Deliver more value across every client estate.

Connect with our team to explore how Voleo.ai can support your business. We'll discuss your client base, engineering capacity, service model, and where our platform can deliver meaningful value.

Let's Talk

Or contact us at contact@kochasoft.com