Services

From assessment
to autonomy.

We build operations systems that learn. Not scripts that run on a schedule — agents that build estate awareness, write their own documentation, and improve their own coverage over time. Your engineers stop maintaining the service. They start improving it.

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

Blueprint

Design the architecture.

Following assessment, we design the agentic operations layer for your environment. Your existing tools stay. We build the connective layer that lets agents operate across them — and learn from what they find.

Integration Design

How agents connect to your monitoring, CI/CD, infrastructure, ticketing, CMDB, and reporting tools — and what they can do in each.

Tiered Automation Model

Fully autonomous actions (patching, monitoring rule creation, documentation). Agent-assisted with human gates (root cause fixes, escalations). Purely human (architecture decisions, customer relationships).

Knowledge Architecture

How the system captures what it learns — runbooks written from actions taken, methods recorded, entity relationships mapped. Estate awareness that compounds.

Observability Framework

Leadership-level dashboards showing agent activity, SLA margins, coverage gaps filled, and resolution time trends. Not just engineering dashboards.

Governance & Guardrails

Clear boundaries on what agents can act on. Full audit trails, rollback capability, and approval gates where the stakes require them.

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

Build

Engineer and deploy.

Phase 1

Foundation

Stand up the orchestration layer. Connect to your primary tools. Prove the model on the highest-impact workflows — incidents, deployments, or alerts, depending on where the assessment pointed.

Phase 2

Expand

Extend across remaining domains. Agents begin learning your estate — writing runbooks, recording methods, filling monitoring gaps they find. Each domain runs in parallel before handover.

Phase 3

Observe

Full observability live. Dashboards show resolution times, SLA margins, coverage improvements, and lessons learned generated after each incident. Leadership sees outcomes, not effort.

Phase 4

Handover

Your team takes ownership. The system keeps learning — new runbooks, new relationships, new monitoring rules. You tune and extend. The knowledge base continues to grow without us.

Parallel running

Agents work alongside your team before taking ownership. No hard cutover.

Measurable outcomes

Before-and-after metrics on every automated workflow. No ambiguity about what changed.

Your environment

Built in your infrastructure. Nothing leaves your control.

Auditable

Every agent action logged, traceable, and reviewable. Built for compliance from the start.

8-16 weeks depending on scope Milestone-based

Retain

Evolve, expand, improve.

The system does not plateau after build. Agents get smarter as your estate grows. Coverage expands. New capabilities come online. Quarterly reviews show the improvement trajectory — not just a status report, but a clear picture of how far the system has come and where it is heading.

Includes

→ Ongoing tuning as your operations and tooling evolve
→ Expansion to new domains, new tools, new customer types
→ Deployment and onboarding automation for new environment types
→ Agent-authored monitoring rules and alert coverage improvements
→ Knowledge base curation — runbooks, methods, entity relationships
→ Quarterly reviews showing resolution times, SLA margins, and coverage growth
→ Priority support for edge cases, escalations, and new failure modes

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

From assessment to autonomy.