What we build

Five capabilities take an AI product from first architecture decision to a system running in your infrastructure. Everything else we do supports them.

Tailored AI ModelDevelopment

We train and fine-tune language models on your own business data, so the model understands your domain. We work with the leading commercial and open foundation models and pick the one that fits.

Generative AI &Intelligent Agents

We create agents that reason, take action and run multi-step workflows, using retrieval (RAG), tool calling and orchestration designed for enterprise use.

Data Engineering &Predictive Insights

AI is only as strong as the data behind it. We set up the pipelines, feature stores, ML forecasting and explainable analytics that keep your data reliable and your predictions trustworthy.

AI-Native ProductEngineering

We take an AI-powered product from first concept to live release. Design, engineering and automation sit in a single team, so ideas move to production without friction.

MLOps & CloudOperations

Launching a model is only the start. We run the MLOps platform, model registry, drift monitoring and retraining behind it, so results stay accurate as usage grows.

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Data resilience and recovery

AI systems are only as durable as the data underneath them. We build and deploy the recovery layer that keeps that data available after ransomware, hardware failure or human error - air-gapped vault infrastructure, tested restore paths for the systems that matter most, and documented recovery evidence for auditors and boards.

This work is delivered as engineering services and, where it fits, on nSecureBackup - our own enterprise backup and disaster recovery platform.

Explore nSecureBackup

The full catalogue

Enterprise work rarely arrives in neat boxes. Alongside the capabilities above, these are the disciplines we staff and deliver on - most often as part of a larger AI or resilience engagement.

Gen AI, AI & ML

Custom AI ModelDevelopment

Custom AI models trained on your data and judged on your own test set. Fine-tuning, RAG, agents and MLOps, deployed in your cloud, VPC or on-premise.

Generative AISolutions

Generative AI built to be checked: RAG pipelines, LLM fine-tuning and agents, scored on your own golden set and wired into your systems with guardrails.

Natural LanguageProcessing (NLP)

NLP that turns tickets, contracts and documents into structured data: extraction, classification, routing and chat, tested per class and per language.

ComputerVision

Computer vision built for your cameras and conditions: detection, segmentation, OCR, inspection and video analytics, tested on held-out sites first.

AudioAnalytics

Speech and audio analytics tuned to your calls: transcription, diarisation, redaction, sentiment and compliance monitoring, on-premise or in your cloud.

MLOps

MLOps that gets models to production and keeps them honest: pipelines, registry, drift monitoring and retraining, sized to the number of models you run.

Deep Learning &Reinforcement Learning

Deep learning and reinforcement learning for hard problems: transformers, vision, graph models and RL agents, benchmarked against simpler baselines first.

Data EngineeringServices

Data engineering for analytics and AI: pipelines, warehouses and lakehouses, streaming and governance, with data contracts and quality checks built in.

Product Engineering

Product Conceptualisation& Development

Product discovery and development: user, market and feasibility research, a roadmap built on evidence, then the build. Sometimes the answer is don't build.

Prototype DevelopmentServices

Prototype development that answers one question: wireframes, clickable and functional prototypes, tested with recruited users before the build begins.

MVP DevelopmentServices

MVP development scoped to one hypothesis: the smallest build that tests it, instrumented from day one, with kill criteria agreed and keepers marked.

Full-StackDevelopment

Full-stack development with architecture decided first: front end, back end, data and cloud built as one system, load-tested, documented and handed over.

APIDevelopment

API development that starts with the contract: REST and GraphQL design, partner integrations, auth, versioning and docs, tested against real sandboxes.

Embedded SystemsEngineering

Embedded firmware and hardware-software co-design built to your power and timing budgets, with OTA, factory hand-off and certification evidence planned in.

Agile & DevOpsPractices

Agile and DevOps as one practice: delivery metrics baselined first, then sprint cadence, CI/CD, test automation, IaC and a rehearsed rollback path.

Legacy Modernisation &Quality Engineering

Legacy modernisation that starts with characterisation tests: re-architecture, cloud migration and QA, module by module, parity checked before cutover.

Cloud & AI Transformation

Cloud StrategyConsulting

Cloud strategy with the trade-offs on the table: workload scoring, TCO, provider choice, governance and a roadmap, including what should stay where it is.

Cloud MigrationServices

Cloud migration planned in waves, with rollback criteria and the cost of dual running built in: assessment, landing zone, cutover. AWS, Azure, GCP or OCI.

ServerlessComputing

Serverless for the workloads that suit it: event-driven functions, serverless APIs and IaC, with cold starts, limits and run cost weighed before the build.

EdgeComputing

Edge computing for device and site workloads: edge AI, local processing and hybrid edge-cloud designs that keep working offline and update safely at scale.

AI-DrivenOptimisation

AI-driven optimisation for operations and cloud spend: forecasting, anomaly detection and automation, with a measured baseline and rollback on every action.

Cloud Security &Compliance

Cloud security and compliance readiness: IAM, threat detection, encryption, zero trust and audit evidence. Auditors certify; we build controls and evidence.

FinOps

Cloud cost made visible, owned and reduced: tagging, allocation, rightsizing and commitments, then a monthly review that keeps the bill honest afterwards.

Enterprise & Operations

Oracle EnterpriseApplications

Oracle E-Business Suite, APEX and Fusion implemented, extended, migrated and supported by one team, from the first process workshop to 24×7 operation.

Database & MigrationServices

Database upgrades, migrations and performance work for Oracle and other databases, rehearsed on a copy of production and run afterwards by the same team.

SRE & ManagedOperations

We run production for you: monitoring, a 24×7 on-call rota, incident response and written response targets, by engineers who know the system.

DevOps & PlatformEngineering

Internal platforms, delivery pipelines and infrastructure as code that your developers actually use, built as a product and run with your team after launch.

SecurityOperations

Security built into delivery and operations: secure development, vulnerability management, monitoring and incident response, with evidence for your auditor.

OT & RegulatedEnvironments

Engineering and data protection for validated plants and regulated estates: GxP-aware delivery that works around qualified systems instead of through them.

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