Strategic AI & Software Engineering for Market-Moving businesses
We design, build, and scale bespoke AI systems and enterprise software — bridging research-grade models with production-grade engineering, governance, and product strategy.
What leading teams say
Verified feedback from product and engineering leaders we've partnered with.
"They built a production-grade inference stack and helped us think through model risk — the outcomes exceeded expectations."
"Clear technical leadership, crisp roadmap, and pragmatic delivery. Their cross-functional team became an extension of ours."
"From ideation to compliance and monitoring — they covered everything. Low friction, high trust."
How we partner
A concise, repeatable approach that blends strategy, engineering, and governance.
Discovery & Roadmap
Product-first alignment: opportunity scoping, ROI focus, feasibility, and an execution roadmap.
Build & Integrate
End-to-end engineering, API-first architecture, secure MLOps pipelines, and rigorous testing.
Operate & Scale
Monitoring, governance, performance SLAs, and feature iteration to unlock long-term value.
Let's build something decisive
Share a few details and our engagement lead will follow up within 48 hours.
Need an NDA?
We can sign an NDA and align on compliance before sharing IP-sensitive designs or data.
- Engagements
- Short sprints • Scoped builds • Long-term partnerships
Capabilities
We deliver product & platform capability across the AI lifecycle.
Custom Model Engineering
Fine-tuning, retrieval augmentation, and production-ready serving for reliable outputs.
Platform & API Design
Scalable API contracts, real-time inference, and robust auth & observability.
Data Strategy & Pipelines
Data contracts, ETL, feature stores, and reproducible datasets for model lifecycle.
Compliance & Governance
Risk assessments, monitoring, and guardrails for safe, auditable AI delivery.
Product Design & UX
Human-centered interfaces and prompt design that move product metrics.
Monitoring & SRE
SLAs, telemetry, drift detection, and incident playbooks for reliable ops.
Ready to move beyond experimentation?
Frequently asked
Common questions about engagement, IP, and timelines.
How long does an initial engagement usually take?
Discovery sprints typically run 2–4 weeks; full builds depend on scope but we favor short, measurable milestones.
Do you sign NDAs and handle sensitive data?
Yes. We can sign NDAs, and we advise on secure handling, minimisation, and secure environments when required.
How do you price engagements?
We offer fixed-scope sprints, milestone-based delivery, and retained teams. Pricing aligns to outcomes and risk sharing.
What level of model governance do you provide?
We provide documentation, monitoring, bias testing, and policy guidance to fit your compliance needs.