Services

What we do.

Six practice areas. One underlying principle: infrastructure that earns its complexity.

01

Data Infrastructure

The foundation layer. Built to last.

We design and build the data infrastructure that modern organisations run on — from event streaming and real-time pipelines to cloud data warehouses, lakehouses, and operational databases. Whether you're migrating from legacy systems or scaling for the first time, we build it right from the start.

Cloud data warehouse design (Snowflake, BigQuery, Redshift)Real-time streaming with Kafka, Kinesis, Pub/Subdbt-based transformation layersData quality monitoring and observabilityLegacy HRMS and ERP integration
02

AI Product Development

From prototype to production. Reliably.

We build AI products that work in production — not just demos. From LLM-powered applications and intelligent APIs to embedding-based search and recommendation engines. We cover the full lifecycle: scoping, prototyping, model evaluation, infrastructure, and ongoing monitoring.

LLM application development (OpenAI, Anthropic, open-source)RAG system design and implementationEmbedding search and semantic retrievalML pipeline design (training, evaluation, deployment)AI inference infrastructure and serving
03

Intelligence Systems

Turn data into decisions.

Custom analytics platforms, operational dashboards, and intelligence systems that give decision-makers the signals they need. From executive dashboards to frontline operational tooling — we build the full intelligence stack, not just the charts.

Custom analytics platform developmentOperational intelligence dashboardsRecommendation and ranking enginesWorkforce analytics and people intelligenceBusiness intelligence tooling (Metabase, Superset, custom)
04

HR Technology

Enterprise workforce systems at scale.

Deep expertise in HR data infrastructure, HRMS implementation, and workforce platform engineering — with specific track record in Malaysia, Saudi Arabia, and the GCC. From Bank Islam's 150K-employee data platform to Jisr's multi-country payroll engine.

HRMS data integration and migrationPayroll engine design (multi-country)Government API integrations (GOSI, WPS, EPF, SOCSO)Workforce analytics and reporting layersHR data platform architecture
05

Platform Engineering

Developer platforms that scale teams.

We build the internal developer platforms, infrastructure-as-code foundations, and CI/CD systems that let engineering teams move faster. Whether you're a startup growing through your first architectural inflection point or an enterprise rationalising a fragmented toolchain.

Internal developer platform (IDP) designInfrastructure as code (Terraform, Pulumi)Kubernetes and container orchestrationCI/CD pipeline design and implementationSRE and observability frameworks
06

Strategic Advisory

Senior perspective when it matters most.

Fractional CTO services, technology audits, data strategy, and investor due diligence support. We've been in the room where the architecture decisions were made — and we bring that judgment to founders, boards, and operators navigating critical technology moments.

Fractional CTO engagementTechnology and data strategyArchitecture review and auditInvestor technical due diligenceTeam hiring and organisation design

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