Perspectives on engineering, AI, and modern platform delivery.
Research, analysis, case studies, and field insights that explore how enterprise systems evolve—and how architecture, AI, and disciplined engineering shape the next era of digital capability.
Case Studies
Economic Crime Prevention Platform
A cross-domain orchestration layer enabling unified intelligence workflows across detection, investigation, and compliance.
Read SummaryScreening Modernisation
Next-generation screening with improved match quality, explainable scoring, and event-driven review automation.
Read SummaryCredit Decisioning Platform
A domain-driven decisioning engine with structured explainability, improved fairness calibration, and lower operational overhead.
Read SummaryAPP Fraud Detection (Agentic AI)
Multi-agent fraud detection with governed escalation paths, tool-calling chains, and fully auditable decision trails.
Read SummaryCloud Foundation Programme
Hybrid-cloud foundations with burst compute, workload portability, and multi-region runtime integrity.
Read SummaryCore Banking — Hybrid Cloud Transition
A modernisation strategy enabling distributed operation, resilience, and workload isolation across hybrid environments.
Read SummaryEvidence Extraction & Narrative Generation
Automated evidence alignment and regulatory narrative generation with explainable pipelines and correctness checks.
Read SummaryBlog Articles
AI-Native Architectures — Design Principles That Hold Under Scale
Why systems built around agents, models, and event semantics behave differently — and how to keep them predictable.
Read ArticleDesigning Event-Driven Systems That Stay Coherent Over Time
Event semantics, correction flows, and contract evolution strategies.
Read ArticleHybrid Cloud Without Hybrid Complexity
Avoiding fragmentation across policy, telemetry, and operational models.
Read ArticleAugmented Engineering in Real Delivery Environments
Integrating AI agents responsibly into code, tests, design, and review workflows.
Read ArticleDeveloper Experience for a Post-AI Toolchain
Reducing cognitive load and enabling clarity under heavy system change.
Read ArticleNews
Bugni Labs Releases Runtime Integrity Pattern Kit
A reusable set of patterns for resilient and predictable operational behaviour.
Read UpdateNew Open Standard Contribution — Agent Governance Protocol
Bugni Labs contributes architecture patterns for safe multi-agent systems.
Read UpdateUpcoming Workshop — AI-Native Platform Architecture
Live session on designing AI-native enterprise platforms safely.
Read UpdatePartnership Announcement — Cloud & AI Delivery Cohort
Joint programme to accelerate cloud transformation and AI-native design.
Read UpdateResources
AI-Native Architecture Foundations Pack
Reference models, context routing patterns, and agent design worksheets.
Download Free PackEvent-Driven Design Templates
Event taxonomy, boundary maps, and topology worksheets.
Download TemplatesAugmented Engineering Pipeline Kit
Patterns for integrating AI agents safely into engineering workflows.
Download Pipeline KitNeed deeper detail, architecture diagrams, or full internal case documents?
We maintain private, detailed versions of all case studies, including system diagrams, domain maps, evaluation data, and governance models. We provide these on request to qualified teams.