// Services
What we build.
We specialise in two verticals — AI product development and cybersecurity tooling — with the platform engineering to support both.
Typical investment ranges: Fixed projects from $10K · Retainers from $5K/mo · Equity deals considered · See engagement models →
// AI Startups
AI Product Development
LLM Application Development
Production LLM-powered apps using GPT-4, Claude, Gemini, or open-source models with proper prompt engineering, error handling, and cost management.
AI Agents & Automation
Autonomous agents that take actions, use tools, browse the web, execute code — built with LangGraph, CrewAI, or custom frameworks.
RAG Systems & Knowledge Bases
Retrieval-augmented generation systems that give your models accurate, up-to-date context from your proprietary documents and data.
ML Pipeline Engineering
End-to-end ML pipelines from data ingestion to model serving — built for reproducibility, monitoring, and scale.
Model Fine-tuning
Custom fine-tuned models on your specific data. LoRA, QLoRA, full fine-tuning on open-source models.
AI Infrastructure
Model serving, vector databases, embedding pipelines, caching layers — the infrastructure that keeps AI products fast and cheap at scale.
// Cybersecurity Startups
Cybersecurity Tooling
Threat Detection Systems
Detection engines for network threats, anomalous behaviour, and evasion techniques — using ML models and behavioural analysis like our own ThreatFade.
Security Dashboards & SIEMs
Operational security dashboards, SIEM integrations, alert management systems and incident response workflow tools.
Vulnerability Management
Scanners, reporting tools and tracking systems for vulnerability management — designed for security teams and their enterprise buyers.
Auth, IAM & Zero-Trust
Identity and access management systems, OAuth/OIDC flows, RBAC implementations, and zero-trust network architecture tooling.
Compliance & Audit Tools
SOC 2, ISO 27001, GDPR, and PCI DSS compliance tooling — evidence collection, control monitoring, and audit reporting.
Penetration Testing Tools
Custom security tooling for red teams and penetration testers — built to be precise, documented, and enterprise-ready.