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.
A leading Nordic payment infrastructure operator needed to bring its entire IT service landscape under a single, authoritative framework. Operating at the heart of a national financial system demands an unusually high bar for visibility, auditability, and incident response speed. The existing ITSM processes were fragmented across teams, the CMDB was considered unreliable, and the absence of a coherent Common Service Data Model meant there was no clean line of sight between technical infrastructure and the business-critical services it underpinned.
Acting as Solution Architect, Freshlogik designed and delivered a holistic transformation across ITSM, ITOM, and CSDM on ServiceNow. The CSDM framework was established first — as the structural backbone — mapping every configuration item, application service, and offering to its business owner, criticality tier, and supporting infrastructure. ITOM Discovery and Service Mapping were layered on top to provide a live, auto-populated view of service dependencies. ITSM processes (Incident, Problem, Change, and Request Management) were then redesigned for regulatory compliance, response speed, and end-to-end traceability.
A unified, trusted IT service model anchored to the client's payment infrastructure; measurably reduced MTTR for critical incidents; a live, governance-ready CMDB powering change impact analysis, audit trails, and executive service reporting across the entire IT estate.
One of Scandinavia's largest construction and property development groups faced a sprawling identity landscape shaped by years of acquisitions, project-specific IT provisioning, and the operational complexity of a geographically dispersed hybrid environment. Access rights were not reliably tied to current role or employment status. The process for certifying, adjusting, or revoking user entitlements was largely manual — creating compounding security risk and exposing the organisation to potentially serious compliance gaps.
Freshlogik designed and implemented a comprehensive Identity Governance and Administration (IGA) programme leveraging ClearSkye — the IGA platform built natively on ServiceNow. As Solution Architect, the engagement spanned role engineering, automated provisioning and deprovisioning workflows, periodic access certification campaigns, and deep integration with the client's Active Directory and cloud environments. The ServiceNow-native approach was deliberate: rather than introducing a separate IAM toolset, the solution consolidated identity governance inside the platform the client's IT organisation already operated — providing a single pane of glass for all user lifecycle and access events, with full audit logging built in.
Full identity lifecycle governance implemented within the existing ServiceNow platform; automated access certification replacing error-prone manual processes; a materially improved security posture and audit-ready identity estate across a complex, multi-environment organisation.
Enterprise data management systems are powerful — yet they remain inaccessible to most of the people who depend on them, because interacting with them requires specialist knowledge of domain-specific query languages. Freshlogik designed and developed an invention to close this gap: a system that accepts human queries in natural language — spoken or typed — and translates them in real time into the native commands an enterprise data management system can execute.
The patented architecture operates across three modes: a voice interface that converts spoken audio into structured database queries; a conversational chatbot that lets operations staff interact with the data estate in plain language, receiving back charts, tables, and job status views; and a self-learning administrative assistant that proactively surfaces anomalies, proposes remediation, and stores operator responses as reusable rules — progressively reducing manual intervention over time.
Granted as US Patent US20180329993A1 — subsequently cited by 75+ follow-on patents, reflecting a foundational contribution to the intersection of NLP and enterprise data management.
Practitioner perspectives on enterprise technology strategy — grounded in real delivery experience, not abstracted best practice.
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.
CSDM design principles, business service modelling, CMDB governance, ITOM integration, operational readiness sequencing
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.
IGA vs IAM, ClearSkye architecture, access certification design, role engineering, ServiceNow-native security operations
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.
NLP system architecture, domain-specific corpus design, intent-to-query translation, enterprise chatbot engineering, self-learning rule generation, voice interface design
Every engagement begins with a clear-eyed understanding of your specific context — not a pre-packaged methodology. Let's start with a conversation.