The stack is the easy part.
We are hired for engineering judgment, not tool familiarity. Every capability listed here is already running in production — not a slide-deck stack.
Models, retrieval, and evaluation
We orchestrate LLMs, RAG pipelines, and lakehouse analytics so answers are grounded, observable, and governable for compliance reviewers. Evaluation harnesses ship with every engagement.
SIEM, XDR, and detection engineering
Detection rules, enrichment pipelines, and evidence trails designed before the build — not retrofitted at audit season. Every automated action has an immutable log and a rollback path.
OpenSearch, lakehouse, and streaming
OpenSearch-scale catalogue platforms, Medallion data lakes with Bronze/Silver/Gold governance, and real-time streaming pipelines that finance, product, and investigators trust when numbers diverge.
Cloud, Kubernetes, and DevSecOps
Multi-cloud IaC, hardened Kubernetes patterns, SAST/DAST wired into CI so vulnerabilities surface in PRs — not breach notifications. Environments reproducible, auditable, and portable.
APIs, web, and mobile
We build APIs, web, and mobile surfaces with CI/CD, observability, and security gates so teams ship weekly without fearing Friday deploys.
Technology decisions — how we think
Do you mandate a single cloud vendor?
No. We deploy on AWS, GCP, and Azure where required, with Kubernetes, Terraform, and portable service boundaries so you are not locked into patterns that only work in one vendor's happy path.
How do you pick LLM and RAG components?
We choose based on latency, cost, evaluation quality, and governance - not headline model names. Retrieval, tracing, and offline eval harnesses are part of production design, not afterthoughts.
What about legacy systems and mainframes?
We integrate through APIs, events, and controlled batch interfaces, prioritising stable contracts and observability so modern surfaces do not amplify fragility in older tiers.
Where does security enter the lifecycle?
From day one: supply-chain scanning, policy-as-code, secrets management, and least-privilege networking are baseline. DevSecOps tooling in the tabs reflects how we run pipelines - not a separate 'security phase' at the end.
Read the methodology behind the stack.
Stack choices follow outcomes — not the other way around. Five repeatable phases. Same engineers throughout.