Consulting

Consulting Services Grounded in Deep Expertise

Autonomous Artificial Intelligence

Automate critical workflows with trusted autonomous AI for step‑change quality & efficiency gains.

Building production-grade AI systems that operate continuously and correctly without constant human supervision. This focuses on autonomous services (not just chat interfaces) that execute high-value workflows in the background with very high accuracy, reliability, observability, and safety — unlocking step‑change improvements in quality, efficiency, and operational leverage.

• Autonomous data / document / signal processing pipelines
• High-accuracy decision & classification services with guardrails
• Reliability engineering: monitoring, fallbacks, safety & rollback design
• Systems integration with existing operational platforms & workflows

AI-Assisted Software Development

Ship better software faster by weaving AI into every stage of the software development lifecycle.

Integrating AI deeply into the end-to-end software delivery lifecycle so engineering teams ship higher-quality software faster and more sustainably. This includes establishing shared context, standards, processes, and tooling so AI elevation of engineering practice becomes measurable leverage — translating quality gains directly into productivity and throughput improvements.

• Organisation-wide AI coding & review standards, shared context setup
• AI-augmented code review, refactoring, test & docs generation workflows
• DevOps & CI/CD integration: quality gates, automation, secure release workflows
• Metrics & feedback loops for quality, cycle time, and developer experience

AI Engineering Enablement

Support for leaders and teams with disciplined, production‑grade AI engineering expertise.

Equipping leaders and teams to adopt AI (LLMs / generative + classical techniques) as core capability. Emphasis on model / tool selection, evaluation design, cost & performance optimisation, data strategy, and continuous improvement practices — so AI systems are precise, reliable, maintainable, and sustainable from day one and throught the product lifecycle.

• Capability assessment, roadmap, and operating model design
• Model & tool selection, tuning, cost / performance optimisation
• Evals, data curation, and continuous improvement pipelines
• Training, playbooks, pairing & coaching for teams and leadership

Engagement Models

Blueprint

Laser-focussed analysis, research, architecture, and planning

Blueprint engagements are one-off, high-impact collaborations designed to help clients rapidly identify opportunities and chart a clear path forward. These engagements are ideal for organisations seeking expert guidance in discovery, ideation, and planning — ensuring that the right architecture, design, and processes are selected from the outset. By combining deep technical expertise with business awareness, Blueprint helps clients evaluate and adopt the most promising opportunities and best-fitting methods and tools, laying a strong foundation for successful AI initiatives.

• Discovery and ideation workshops
• Research and analysis
• Architecture, design, and planning
• Comprehensive reporting

Accelerator

Embedded advisory and development support

Ideal for leaders and teams growing their AI engineering capabilities, the Accelerator model delivers ongoing, on-demand support tailored to each organisation’s unique context. This engagement is an investment in building internal capacity — enabling teams to grow expertise, adopt best practices, and achieve sustainable results without fostering long-term dependency.

• Regular leadership and team meetings for example: strategy checkpoints, office hours, metrics review, project status
• Regular reporting on programme status, risks, and opportunities
• Unlimited expert email support
• Unlimited expert chat support (during extended business hours)

High-Stakes Projects

Made-to-measure engagements for scoped deliverables

For mission-critical initiatives, clients receive a fully managed, bespoke project-based engagement. Critical AI engineering projects are taken from initial analysis and architecture through delivery, support, and ongoing maintenance — giving clients direct access to deep and broad expertise focused on delivering business-critical, high-ROI solutions to production.

• Full ownership of mission-critical projects
• Outcome-focussed analysis, architecture, delivery, support, and maintenance
• Detailed project management and reporting
• Dedicated team of AI engineering experts all projects are managed directly by Eleanor Berger