Services

From assessment
to autonomy.

Agents that learn your environment, write their own documentation, and improve their own coverage. Your engineers stop maintaining. They start improving.

01

Assessment

Understand where the time goes.

Focused Assessment

1-2 weeks

Pick the domain that is costing you most. In two weeks you will know exactly what is recoverable — and what it is worth.

Available domains

Incident Response
Platform & Infrastructure
Deployment & Release
Monitoring & Alerting
Reporting & Compliance
People & Knowledge

You receive

  • → Process map showing where time actually goes, with cost attached
  • → Quantified automation opportunity — hours recoverable per month
  • → Prioritised recommendations scored by effort and impact
  • → Executive summary that tells a plain story to leadership
Fixed fee

Full Operational Assessment

3-5 weeks

Every operational domain, examined together. Hard numbers on where engineer time disappears. A phased roadmap and financial model to recover it.

We examine

Incident Lifecycle — Detection, triage, resolution, post-mortem — and the manual work in between
Deployment & Release — CI/CD pipeline, verification, rollback, environment provisioning, time to live
Platform & Infrastructure — Infrastructure management, integrations, patching, capacity, toil
Reporting & Compliance — SLA tracking, status reports, audit evidence, and the effort behind them
People & Knowledge — Tribal knowledge, on-call handovers, ramp time, bus factor
Observability & Cost — Monitoring coverage gaps, leadership visibility, cost attribution

You receive

  • → Complete operational map — every domain, every workflow, every cost
  • → Automation opportunity matrix scored by impact and complexity
  • → Phased transformation roadmap with clear sequencing
  • → Financial model with projected capacity recovery and margin improvement
  • → Board-ready executive summary with ROI narrative
Fixed fee

Sample output

The assessment delivers quantified analysis — not narrative. Every workflow mapped, every hour costed, every opportunity scored.

Assessment Report — Operational Intelligence Matrix
1,240 Hours/month recoverable
$285K Estimated annual savings
42 Workflows assessed
31 Automation candidates

Engineer Time Allocation

57%
28%
15%
Reactive Operations
Judgement & Decision-Making
Administrative & Reporting

Operational Intelligence Candidates

Workflow Hrs/mo Automatable Impact
Incident Triage & Diagnosis 820
79%
Critical
Deployment Verification 310
91%
High
Environment Provisioning 260
72%
High
Monitoring Rule Maintenance 195
54%
Medium
On-Call Handover 175
83%
High
Post-Incident Analysis 145
61%
Medium
02

Blueprint

Design the architecture.

Your existing tools stay. We build the layer that lets agents operate across them and learn from what they find.

Integration Design

How agents connect to monitoring, CI/CD, infrastructure, ticketing, and reporting.

Tiered Automation

Autonomous (patching, documentation, monitoring rules). Agent-assisted with human gates (root cause fixes). Human-only (architecture, relationships).

Knowledge Architecture

Runbooks from actions taken. Methods recorded. Relationships mapped. Estate awareness that compounds.

Observability

Leadership dashboards: agent activity, SLA margins, coverage trends, resolution times.

Governance

Clear boundaries, audit trails, rollback, approval gates.

Deliverables

  • → Architecture document and integration specifications
  • → Tiered automation model with explicit human and agent boundaries
  • → Knowledge architecture design — how the system learns and retains
  • → Phased implementation roadmap with milestones and success criteria
  • → Proof of concept scope for the first two or three workflows
3-4 weeks Fixed fee
03

Build

Engineer and deploy.

Phase 1

Foundation

Orchestration layer up. Primary tools connected. Highest-impact workflows proven.

Phase 2

Expand

Agents learn the estate — writing runbooks, filling monitoring gaps, recording methods across all domains.

Phase 3

Observe

Full dashboards live. Resolution times, SLA margins, coverage growth, lessons learned. Leadership sees outcomes.

Phase 4

Handover

Your team owns it. The system keeps learning. The knowledge base grows without us.

Parallel running

Agents work alongside your team before taking ownership.

Measurable

Before-and-after metrics on every workflow.

Your environment

Built in your infrastructure. Nothing leaves.

Auditable

Every action logged, traceable, reviewable.

8-16 weeks depending on scope Milestone-based
04

Retain

Evolve, expand, improve.

The system doesn't plateau. Agents get smarter as your estate grows. Quarterly reviews show the improvement trajectory.

Includes

  • → Tuning as operations and tooling evolve
  • → Expansion to new domains and tools
  • → Agent-authored monitoring rules and coverage
  • → Knowledge base curation — runbooks, methods, relationships
  • → Quarterly reviews with measurable improvement data
Monthly retainer

The first conversation is free.

We will tell you honestly whether this is the right fit. If it is, the focused assessment gives you clear answers in two weeks.

Start a conversation