Advisory & Engineering
Senior architecture and hands-on engineering for the systems around your AI: strategy, real-time data, independent technical assessment and modernization of the platforms everything else depends on.
Strategic AI Roadmaps
Adopting AI is not just about the model; it is about integration, adoption and measurable business value. We find the friction points in your current environment and build a roadmap that gets AI into production.
- Data readiness and architecture assessment
- Use cases prioritized by value and feasibility
- A pilot-to-production plan with clear success criteria
Technical Due Diligence & Stack Audits
Independent, deep-dive evaluations for investors and technology leaders, so platform decisions hold up against long-term scaling, security and cost requirements.
- Technical due diligence on acquisitions and investments
- Vendor and platform evaluations against your architecture
- Architecture reviews with prioritized remediation
Legacy Modernization & Performance Engineering
We modernize critical systems that have outgrown their platforms, and rescue the ones that fail under load.
- Modernized a 30-year-old cost accounting system: 1M+ lines of code, 1B+ financial records and 200+ KPIs moved to a cloud platform
- Re-deployed a 5,000-user call center application after a failed launch, through to a successful release
- Performance engineering and remediation for systems with thousands of concurrent users
Real-Time Data Streaming
We design event-driven architectures on Apache Kafka, AWS MSK and Confluent, with change data capture that keeps knowledge graphs and analytics in step with production systems.
- CDC pipelines (Debezium) from relational sources into Neo4j and analytics stores
- Sub-second replication of thousands of records per second into graphs with billions of relationships
- Real-time master data, recommendations and AI decisioning