Case Studies &
Engagement Insights

Every engagement below was architected and led by Freshlogik's founder — from solution design through delivery. The outcomes reflect what becomes possible when deep technical expertise meets a rigorous focus on business value.

Modern enterprise operations workspace with multi-monitor dashboards
Financial Services
ITSM · ITOM · CSDM

End-to-End IT Service & Operations Transformation for a Nordic Payment Infrastructure Operator

Unified service model and lower MTTR for a national-scale payment infrastructure operator.

  • CSDM backbone first
  • Live CMDB trust
  • MTTR reduced
  • Audit-ready ITSM
  • CSDM mapped CIs, services, and owners before process redesign
  • ITOM Discovery & Service Mapping for live dependency views
  • Incident, Problem, Change, and Request redesigned for speed and traceability
Construction & Infrastructure
IAM · ClearSkye · IGA

Identity Governance & Access Management Overhaul for a Major Scandinavian Construction Group

ServiceNow-native IGA with automated certification across a hybrid estate.

  • ClearSkye IGA
  • Lifecycle automation
  • Access certification
  • Audit-ready identity
  • Role engineering and joiner–mover–leaver automation
  • AD and cloud integration without a bolt-on IAM silo
  • Periodic certification campaigns with full audit logging
AI & Data Management
NLP · AI · US Patent

Natural Language Interface for Enterprise Database Management

US-patented NLP system: natural language to enterprise data commands.

  • US Patent US20180329993A1
  • 75+ forward citations
  • Voice + chatbot + assistant
  • Spoken and typed queries translated to native system commands
  • Conversational ops views: charts, tables, job status
  • Self-learning rules from operator feedback

View patent US20180329993A1 ↗

From the Consulting Desk

Practitioner perspectives on enterprise technology strategy — grounded in real delivery experience, not abstracted best practice.

ServiceNow
Insight

Why Most CSDM Implementations Fail — And How to Architect One That Doesn't

The Common Service Data Model is one of the most powerful structural frameworks in the ServiceNow platform — and one of the most frequently implemented incorrectly. In almost every case, the root cause is not technical: it is a failure to anchor the data model to actual business services before a single CI is configured. Drawing on delivery experience at regulated financial infrastructure organisations, this insight outlines the three structural patterns behind CSDM failures and the architectural discipline required to avoid them.

Topics Covered

CSDM design principles, business service modelling, CMDB governance, ITOM integration, operational readiness sequencing

Identity & Access
Insight

IGA on ServiceNow: Why ClearSkye Changes the Calculus for Enterprise Identity

Identity Governance and Administration has traditionally required a separate, standalone tooling investment — adding integration overhead, fragmented visibility, and yet another system for already-stretched security teams to manage. ClearSkye's native ServiceNow architecture changes this fundamentally. Based on IGA implementation experience across complex, hybrid-environment organisations, this insight explores why platform consolidation — not bolt-on specialist tooling — is the right long-term posture for enterprise identity governance.

Topics Covered

IGA vs IAM, ClearSkye architecture, access certification design, role engineering, ServiceNow-native security operations

AI & Automation
Insight

Making Enterprise Systems Conversational: Lessons from Building a Patented NLP Engine

The gap between how humans express operational intent and how enterprise software receives instructions is enormous — and closing it requires far more than a general-purpose language model sitting in front of a system. Based on the design and development of the NLP-to-database translation engine behind US Patent US20180329993A1, this insight explores what it actually takes: domain-aware corpus engineering, intent disambiguation, multi-modal interaction design, and autonomous rule-learning from operator behaviour.

Topics Covered

NLP system architecture, domain-specific corpus design, intent-to-query translation, enterprise chatbot engineering, self-learning rule generation, voice interface design

Want Results Like These?

Every engagement begins with a clear-eyed understanding of your specific context — not a pre-packaged methodology. Let's start with a conversation.