Cognitive ASM · Powered by the Zentra AI SRE Platform

Your partner to bring ASM in-house, powered by the Zentra AI SRE Platform.

We're not another sourcing vendor. We stand alongside your team to operate application support today and hand you the keys tomorrow — the reliability of a managed service, the efficiency of AI, and a clear path to full in-house ownership.

Managed Service

Immediate operational lift — no transformation risk. Our team owns SLA outcomes from day one.

AI-Augmented

Continuous monitoring, triage and guided resolution. AI accelerates execution; humans approve change.

Client-Governed

Built for ownership — on your terms and timeline. Full visibility, audit trail, and escalation control.

The problem

Why the current ASM model is broken.

Application Support & Maintenance is one of the largest and least efficient areas of enterprise IT spend — driven by manual execution, headcount-heavy vendor models, and limited transparency.

High, unpredictable cost

60–70% of ASM spend is labour. Vendor margins compound at every tier. Costs scale with volume, not value delivered.

Reactive by design

SLA-bound response times measured in hours. Incidents queue rather than route. MTTR is a lagging report, not a managed outcome.

Limited transparency

Execution visibility restricted to what vendors choose to surface. Audit trails are incomplete. RCA is often deferred.

Knowledge loss

Institutional knowledge sits with vendor staff. Every renewal or team change risks operational regression. Nothing compounds.

Structural vendor lock-in

Switching costs are prohibitive. Dependency deepens over time. No path to internal capability without full transformation.

The shift

Traditional ASM vs Cognitive ASM.

AI accelerates execution — it does not override human control. Every high-impact action requires engineer approval. Every action is logged.

Dimension
Traditional
Cognitive ASM
Delivery
People-heavy; vendor-operated
AI-augmented; human-governed
Detection
Alert-driven; reactive
Continuous monitoring; proactive
Triage
Manual classification; queue-based
AI-assisted; priority-ranked in real time
Resolution
Engineer-led; SLA-bounded
AI-recommended; engineer-approved
Control
Vendor-controlled
Client-governed with full audit trail
Knowledge
Lost on vendor transition
Retained and compounded in platform
The value

Four ways Cognitive ASM creates value.

01

Operational performance

Continuous monitoring, classification and routing. Engineers focus on exceptions instead of repetitive queue work — reducing MTTR and improving SLA consistency.

02

Lower cost & vendor dependency

Automating L1/L2 reduces manual effort and headcount dependency, while a human approval layer stays on high-impact actions.

03

Transparency & control

Every recommendation, decision and outcome is logged. Auditability, escalation control and a clear picture of execution — not what a vendor chooses to surface.

04

Compounding knowledge

Each resolved incident strengthens the knowledge base. The service gets more valuable over time instead of more fragile.

The path

From pilot to in-house ownership.

A staged adoption model. Ownership is a right, not a requirement.

Phase 1

Pilot

5–10 apps. Baseline vs. improved metrics. No disruption to current vendor.

Phase 2

Parallel run

Cognitive ASM runs alongside vendor. Outcomes validated side by side.

Phase 3

Controlled transition

Incremental scope transfer. Vendor dependency reduced progressively.

Phase 4

Optional ownership

Client takes full control if desired. A right, not a requirement.

Secondary track · Platform-as-a-Service

The engine underneath, available as PaaS.

Zentra Platform powers our Cognitive ASM service — gateway, guardrails, observability, FinOps, control plane and operator. If you'd rather run agents yourself, take the same engine as a PaaS. Same primitives, your control.

zentra.platform · primitives
gateway        ✓
guardrails     ✓
observability  ✓
finops         ✓
control plane  ✓
operator       ✓

Hand us your pager. Keep your weekends.

5–10 apps. 60–90 days. Baseline against your current SLAs and prove the lift before broader rollout.