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DAAKYI

Solution · Security Operations Transformation

From Alert Overload to an Operating SOC.

The Challenge

Many security teams drown in alerts from tools that were never tuned, while real intrusions go unnoticed.

The Outcome

  • Fewer, higher-fidelity alerts
  • 24/7 visibility across IT, cloud and OT
  • A SOC model matched to your capacity
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Executive Summary

  • 01Effective security operations depend on choosing the right telemetry first, because a SOC can only detect what it can see.
  • 02Detection quality comes from continuous tuning and hunting, not from adding more tools or more alerts.
  • 03The build, buy or blend decision should rest on staffing depth, regulatory duties and who holds authority to contain an incident.

The Challenge

Many security teams drown in alerts from tools that were never tuned, while real intrusions go unnoticed.

Leaders must choose between building, buying or blending security operations without a clear basis for the decision.

The DAAKYI Approach

DAAKYI begins with SOC strategy, then onboards telemetry into its analytics core, tunes detection engineering and brings 24/7 triage, hunting and response online.

The operating model, from Managed SOC to MXDR or BOT, is selected against your capacity and obligations.

  1. 01

    SOC strategy and model selection

  2. 02

    Telemetry onboarding and use-case tuning

  3. 03

    24/7 triage, hunting and response

  4. 04

    Reporting and service improvement

In Depth

How the Solution Comes Together

Detection Starts with Data, Not Tools

A security operations center can only detect what it can see. The first job is deciding which telemetry matters: identity logs, endpoint events, network flows, cloud control-plane activity, email and key business applications. Each source is mapped to the adversary behavior it can reveal, often using MITRE ATT&CK as the shared vocabulary. Sources that reveal nothing are not onboarded just because they exist. This keeps storage costs in check and keeps analysts focused. Gaps are recorded openly, so leadership knows which attack stages remain invisible and can decide whether to close them.

Triage Turns Alerts into Decisions

An alert is a hypothesis, not a verdict. Analysts enrich it with asset criticality, user context and threat intelligence, then decide whether it is benign, suspicious or a confirmed incident. Clear runbooks keep that judgment consistent across shifts. Confirmed incidents move to containment steps agreed in advance: isolating a host, disabling an account, blocking an indicator. Actions that carry business risk, such as taking a payment system offline, require named approval. Every decision is logged in a case record, which becomes the evidence trail for auditors, regulators and later tuning.

Hunting and Tuning Close the Loop

Rules catch known patterns. Hunting looks for what rules miss. Hunters form a hypothesis, for example abuse of a legitimate remote administration tool, and search historical data for it. Findings become new detections or confirm a gap in telemetry. Meanwhile, tuning reviews every noisy rule: raise its threshold, add an exclusion for a known scanner, or retire it. Metrics such as false-positive rate and time to triage show whether the program is improving. Each change is reviewed and recorded so detection quality stays measurable. Without this loop, a SOC slowly returns to alert overload.

Leadership team working through a crisis tabletop exercise
A SOC is judged not by alerts handled, but by intrusions found early and decisions made with confidence.

Capability Matrix

What the Service Includes

  • Operating Model Choice

    Managed SOC, MDR, MXDR or BOT.

  • Detection Engineering

    Use cases tuned to your estate.

  • 24/7 Analysts

    L1 and L2 triage around the clock.

  • Client Outcomes

    Case management, dashboards, reporting.

Operating Model

Delivered from the GUIDE · SECURE · OPERATE Pillar

Pillar position

GUIDE · SECURE · OPERATE

Delivered across all three pillars

  • Engagement model

    Managed Security Services

    SOC, MXDR and managed cloud security under SLAs.

    Best for · 24/7 coverage without building in-house

  • Engagement model

    Build‑Operate‑Transfer

    DAAKYI builds and runs the capability, then transfers it.

    Best for · National and sector SOCs seeking ownership

  • Engagement model

    Long‑Term Operations

    Multi-year operations and continuous improvement.

    Best for · Critical systems needing sustained assurance

Threat Scenarios

What It Looks Like in Practice

  • Credential Theft and Account Takeover

    How It Shows Up

    Impossible-travel sign-ins, a new mailbox forwarding rule or a burst of failed multifactor prompts appear on a finance user.

    Response

    Analysts correlate identity and email logs, revoke sessions, force a password reset and hunt for the same actor across other accounts.

  • Ransomware Precursors

    How It Shows Up

    Security tools are disabled, backup deletion commands run and unusual administrative tooling appears across several servers in a short window.

    Response

    Containment isolates affected hosts early, protects backup systems and follows a pre-approved decision path before encryption spreads.

  • Cloud Misconfiguration Abuse

    How It Shows Up

    A storage bucket becomes public, a new access key appears or an unfamiliar region launches compute resources.

    Response

    Control-plane logs feed detections that alert on the change, revoke exposed keys and trigger a configuration review with the owning team.

  • Third‑Party or Insider Misuse

    How It Shows Up

    A vendor account queries far more records than usual, outside normal working hours.

    Response

    Behavior baselines flag the deviation, analysts verify with the business owner, restrict access and preserve evidence for any breach-notification assessment.

Outcomes

What Your Institution Gains

  • Fewer, higher-fidelity alerts
  • 24/7 visibility across IT, cloud and OT
  • A SOC model matched to your capacity

Methodology

The Method, Step by Step

  1. 1

    Assess Current Visibility

    Inventory existing tools, log sources, alert volumes and escalation paths. Map coverage against ATT&CK tactics to find blind spots. Interview staff about what they ignore and why. The output is an honest baseline of what the organization can detect today, and which regulatory duties depend on that capability.

  2. 2

    Select Operating Model

    Compare managed, hybrid and owned models against staffing depth, budget, data-residency limits and regulatory duties. Define who triages, who approves containment and who owns the platform. Agree the conditions under which responsibility would shift, so a hybrid arrangement has a defined path rather than an open-ended dependency.

  3. 3

    Onboard and Normalize

    Connect priority log sources first, starting with identity, endpoints and internet-facing systems. Parse fields into a common schema, verify timestamps and confirm completeness. A source that silently stops sending is as dangerous as no source, so health monitoring for every feed is configured before detections depend on it.

  4. 4

    Build and Test Detections

    Write use cases tied to the threats most relevant to the sector, then test them with simulated adversary behavior. Record expected alert, severity and response action for each. Retire rules that fire without value. Detection is accepted only when it triggers correctly in the real environment, not just in a lab.

  5. 5

    Operate and Improve

    Run daily triage, scheduled hunts and incident handling aligned with NIST SP 800-61. Review closed cases monthly for lessons, tuning and training needs. Report on coverage, quality and response outcomes in terms executives can act on. Re-test the operating model as the estate, threats and obligations change.

How It Works

How Security Operations Transformation Comes Together

How Security Operations Transformation Comes Together
  1. 01Decide
  2. 02Onboard
  3. 03Detect
  4. 04Improve

Regulatory & Industry Context

The Obligations This Service Supports

Operations support ISO/IEC 27001, PCI DSS and SOC 2 monitoring controls and incident duties under Act 1038.

Frameworks DAAKYI helps clients implement

  • ISO/IEC 27001
  • PCI DSS
  • SOC 2
  • Ghana Act 1038

Framework references describe client implementation support, not DAAKYI certifications.

Deliverables and Roles

What You Receive, and Who Does What

DeliverablePurpose
SOC Operating Model DocumentDefines who triages, approves and escalates, and where responsibility sits between client and provider.
Log Source and Coverage MatrixShows which systems feed detections and which ATT&CK tactics remain uncovered.
Detection Use‑Case CatalogLists every rule with its purpose, severity, data source and response action.
Incident Response RunbooksGive analysts step-by-step handling for common scenarios, with clear approval points.
Service Review ReportSummarizes alert quality, incidents handled and tuning changes for management decisions.
RoleResponsibility
Chief Information Security Officer (Client)Owns risk appetite, approves high-impact containment and answers to the board for security operations.
Incident Commander (Client or Provider)Coordinates technical response, communications and decisions during a confirmed incident.
Detection Engineer (Provider or Internal)Writes, tests and tunes rules and maintains the quality of incoming telemetry.
SOC AnalystTriages alerts, investigates suspicious activity, escalates confirmed incidents and documents every case.

Maturity Model

Where Organizations Typically Stand

  1. Stage 1

    Reactive

    Tools generate alerts that no one owns consistently. Intrusions are usually discovered by users, customers or outside parties.

  2. Stage 2

    Monitored

    Core logs are collected and watched with basic runbooks. Coverage is uneven and tuning happens only occasionally.

  3. Stage 3

    Managed

    Detections map to known threats, cases are tracked and metrics drive regular review. Proactive hunting begins.

  4. Stage 4

    Optimized

    Hunting, automation and adversary testing run continuously. The organization deliberately chooses which functions to own, share or outsource.

Frameworks and Regulation

The Standards That Shape This Work

  • NIST CSF 2.0

    Its Detect and Respond functions describe the outcomes a SOC delivers, while Govern keeps accountability for those outcomes at leadership level.

  • MITRE ATT&CK

    Its 14 enterprise tactics give a common structure for coverage mapping, detection design and hunting hypotheses.

  • ISO/IEC 27001:2022

    Annex A contains 93 controls in four themes, and the technological theme includes monitoring and logging. ISO/IEC 27002:2022 gives guidance on implementing them.

  • PCI DSS v4.0.1

    It includes logging and monitoring requirements that a SOC supports. Its requirements that were future-dated became mandatory on March 31, 2025.

Buyer Guidance

Choosing the Right Provider

What to look for

  • Look for a provider that shows how detections map to ATT&CK tactics rather than quoting rule counts.
  • Insist on written boundaries for who may isolate a host or disable an account.
  • Check that the service includes telemetry health monitoring and not only alert handling.
  • Confirm that you keep access to your own data, cases and detection logic if the contract ends.

Questions to ask a provider

  • How do you tune detections to our environment, and how often is that reviewed?
  • Which response actions can analysts take without our approval?
  • Where is our log data stored, and who can access it?
  • What would transition look like if we later take operations in-house?

Technical Detail

For Architects and Security Leads

Log Pipeline Design and Data Quality

A reliable pipeline has distinct stages: collection, parsing, normalization and enrichment. Agents and forwarders collect events, preferably over encrypted channels with buffering to survive outages. Parsers extract fields; normalization maps them to a common schema so one rule can work across vendors. Enrichment adds asset owner, criticality, geolocation and threat intelligence. Time synchronization matters: skewed clocks break correlation across sources. Engineers should track ingestion volume per source and alert on sudden drops, since a silent log source creates a false sense of safety. Retention tiers keep recent data searchable for hunting while older data moves to cheaper storage for investigation and compliance.

Detection Logic and Tuning Discipline

Detections range from simple signatures to correlation rules, statistical baselines and behavior analytics. Each rule should state its ATT&CK technique, required data source, expected false-positive sources and response action. Tuning uses allow-lists for known administrative activity, threshold adjustments and suppression windows, always with an owner and expiry date so exceptions do not become permanent blind spots. Purple-team exercises or adversary simulation validate that rules fire end to end. Where possible, low-risk response steps such as enrichment, ticket creation and indicator blocking are automated through orchestration playbooks, leaving analysts free to focus on judgment-heavy investigations.

Glossary

Key Terms

Telemetry
The logs, events and network data collected from systems and used to detect malicious activity.
Use Case
A defined detection scenario linking a threat behavior to a data source, an alert and a response action.
Dwell Time
The period between an intruder's initial access and its detection or removal.
Runbook
A documented set of steps analysts follow to investigate and respond to a specific type of alert.

Proof Points

What We Can Stand Behind

  • Every stage of DAAKYI's delivery methodology produces documented, auditable deliverables.

Technology partners

  • Sangfor
  • Fortinet
  • Check Point
  • Cisco

FAQ

Questions Leaders Ask

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