Solutions

Six services.
Pick where to start.

Most engagements begin with an audit or a two-week sprint. We'll tell you plainly which one your problem actually needs.

One lifecycle.
Six ways in.

The whole system

Every service is a stage of the same lifecycle: understand what exists, prepare the ground, build the platform, train the intelligence, put it to work, then support it and keep improving. Start at whichever stage your problem lives in.

click any stage to explore it

01

Lifecycle Audit

Find what's slow, risky, or rotting before you spend money on the wrong fix.

What you get
  • Architecture diagram
  • Code-quality + security report
  • Prioritised remediation plan
  • Live walk-through
Timeline
1–4 weeks
Stack we use
Static analysisThreat modellingPerf profiling
02

Scalable Software

Custom platforms (ERP, CRM, LMS, SaaS) built to grow with you, not against you.

What you get
  • Discovery + scope doc
  • Production deployment
  • Handover + docs
  • 30-day support window
Timeline
4–12 weeks
Stack we use
TypeScriptPythonMongoDBNext.jsFastAPI
03

Data Preparation

Clean, label, validate. The unglamorous work that makes models work.

What you get
  • Pipeline + tooling
  • Labelled corpus
  • Quality + bias report
  • Versioned dataset releases
Timeline
2–6 weeks
Stack we use
PythonSparkLabel StudioPostgres
04most requested

Agentic AI

Agents that reason, plan, and call your tools, operating safely inside your stack.

What you get
  • Agent + tool definitions
  • Eval harness
  • Production deployment
  • Monitoring + guardrails
Timeline
3–8 weeks
Stack we use
ClaudeGPTLangChainCrewAIMCP
05

Custom Models

Architecture, training, fine-tuning, deployment. Your data, your model.

What you get
  • Model + weights
  • Training pipeline
  • Eval suite
  • Inference endpoint
Timeline
4–10 weeks
Stack we use
PyTorchTensorFlowHugging FaceDatabricks
06

Research & R&D

Proof-of-concepts, applied research, and university partnerships at the AI/SE intersection.

What you get
  • Quarterly report
  • Working prototypes
  • Co-authored papers (optional)
  • Tooling + infra
Timeline
retainer
Stack we use
NotebooksarXivCustom

Not sure where
to start?

Book a 20-minute call. We'll tell you which path fits, or whether you need us at all.

Book a call