Every UAE IT operations team we work with is drowning in the same way. L1 triaging the same twelve incident classes on repeat, stitching context by hand across ITSM, observability, and CMDB, while the backlog grows faster than the shift can clear it. The instinct is to automate the triage. The instinct is right, and it is also where most vendors oversell.
Agentic AIOps pitches routinely promise autonomous remediation — the agent sees a problem, the agent fixes it, no human required. In a UAE regulated enterprise, that promise is also the fastest way to lose the trust of the operations team and the compliance function in the same quarter. B15 builds an Ops Agent that does the triage, gathers the context, and recommends the fix — but every change it proposes sits behind an approval gate a human signs. AIOps for the triage layer. Not autonomous remediation.
Six streams,
ending in one gated agent.
Integration design and triage templates front-load in weeks 1–4. Approval workflow and safety testing overlap through weeks 4–9. Dashboards and handover close weeks 8–12.
Integration design
ITSM and observability integration paths mapped. Agent action taxonomy defined — what the agent may read, what it may draft, what it may never touch without a human. Approval boundaries agreed with your operations lead.
Triage templates
Templates authored per incident class. Context-gathering scripts built against ITSM, observability, and CMDB. Escalation rules encoded for anything outside the agent's confident range.
Approval workflow
Approval routing built to your escalation hierarchy. Timeout handling — what happens when no one approves in time. Escalation paths for aged or ignored approval requests.
Safety testing
Adversarial testing against the agent's action boundaries. Evaluation harness scoring precision of triage and recommendation. Kill-switch drills rehearsed with the operations team, not just documented.
Dashboards & KPIs
MTTR trend, agent-assisted triage percentage, exception rate, and agent error rate wired into a live dashboard your ops lead checks daily.
Handover
L1/L2 team training on working alongside the agent. Escalation matrix finalised. 30/60/90-day post-handover check-ins scheduled.
Twelve weeks maximum.
Eight minimum. Four phases.
Phase count is fixed. Duration flexes with incident-class complexity and ITSM integration depth. Milestones are signed gates — not aspirations.
Agent platforms scored,
not on MTTR marketing claims.
Every engagement runs a six-criteria scorecard in weeks 1–2. Each criterion scored 1–5 against evidence, not vendor collateral. Signed by your operations lead before Phase 2 begins.
From overwhelmed L1
to agent-assisted triage.
A typical L1 desk triages manually across five or more disconnected tools while the backlog grows. The engagement inserts a gated agent triage layer without changing L2/L3 escalation.
Reference pattern. L2/L3 escalation paths are never altered by this engagement — the agent changes what happens before a ticket reaches them, not the escalation hierarchy itself. Every gated action remains auditable and replayable.
A managed-services
provider, measured.
Representative pattern for a GCC managed-services provider of this scale. Ranges reflect target outcomes NexITC underwrites in scope for this class of engagement. N=1 — illustrative composite, not a specific client.
Seven artifacts,
each with signed acceptance.
Every deliverable has documented acceptance criteria signed at engagement kickoff. Nothing more, nothing less.
ITSM + Observability Integration
Native connectors wired into ITSM and observability platforms. Agent action taxonomy documented and signed off.
Triage Templates
Templates per incident class with context-gathering scripts and escalation rules for anything outside confident range.
Approval Workflow Engine
Approval routing, timeout handling, and escalation paths — built to your existing hierarchy, not a generic default.
Action Logs
Every agent action recorded, replayable, and exportable for compliance review. Nothing the agent does is off the record.
Safety Test Suite
Adversarial test cases and evaluation harness scoring triage precision and action-boundary adherence.
KPI Dashboard
MTTR trend, agent-assisted triage percentage, error rate, and backlog aging in one live view.
Runbooks & Kill-Switch Playbook
Operator runbooks per incident class, a rehearsed kill-switch drill, and an escalation matrix — the documents the L1 shift lead actually opens when the agent flags something outside its confidence range.
Six outcome metrics,
measured pre and post.
Success is not “the agent is deployed.” It is measured against six specific outcomes captured in a baseline KPI report at engagement start and re-measured at steady state.
Honest scoping.
B15 is a fit when specific conditions are met. It is not a fit when other conditions are. We say so before the scope conversation, not after the commercial commitment.
The agent triages into and out of an existing system of record — it does not replace one.
Ideally B6-shaped and consolidated. A fragmented estate extends Phase 1.
If it exists only in institutional memory, we document it in Phase 1 — this extends timeline by 1–2 weeks.
Someone with authority to say which actions the agent may draft and which it may never touch.
Introducing an agent into a live triage flow affects on-call rotation and shift handover procedures.
The agent needs a system of record to triage into. Stand up ITSM first, or talk to us about sequencing.
An agent can't fix fragmented signal. Look at B6 Unified Observability + AIOps Build™ first.
That is explicitly out of scope for this engagement — see the thesis. We will say no rather than build something we don't think is safe.
Eight weeks is our minimum. We can accelerate Phase 1 into A2 to produce a readiness scorecard within 2 weeks, then B15 begins with Phase 2.
Fixed fee.
Milestone-based.
Total engagement fee agreed in the scope statement. Not time-and-materials. Not day rate. Every engagement is preceded by a scope conversation to ensure fit before commitment.
Five, most asked.
Q_01What is an Ops Agent and how is it different from AIOps?
Q_02Can it make changes autonomously?
Q_03How does this pair with B6 Unified Observability?
Q_04What ITSM tools do you support?
Q_05What comes next, after the agent is live?
One name
on the engagement letter.
A named Practice Lead is accountable for delivery, commercial outcomes, and the client relationship throughout the engagement. Not a project manager who disappears after kickoff. Not a partner who nods at the SOW and vanishes.
Practice Lead — AI
Present at every phase gate, every scope decision, every difficult conversation. Available for 30/60/90-day post-handover check-ins as part of the engagement.
Including scope amendments.
Signs off all 7 deliverables.
With executive sponsor.
Authorised to negotiate.
CEO within 24 hours.
30/60/90-day check-ins.
Prior. Peer. Next.
Ops Scorecard™
3-week diagnostic of ops estate readiness. Sensible if agent-suitable workflows are not yet identified.
Unified Observability + AIOps Build™
Peer Cloud/Edge build for observability infrastructure. B15 is commonly paired with or follows B6 — the agent operates against B6's platform.
OpsCommand™
Managed operations retainer. C1 operates the Ops Agent alongside broader IT ops — 24×7 monitoring, incident response, steady-state reviews.
Thirty minutes.
No slide deck.
A structured 30-minute scope conversation with the Practice Lead. You describe the current triage workload, ITSM setup, and organisational pressure. We describe whether B15 is the right engagement — and if not, what is.