[ Industries ]
Different fields, the same rigour.
The problems change from one industry to the next. How carefully we build doesn’t.
Healthcare & EdTech
AI-powered platforms for healthcare systems and educational institutions — from patient data analysis to cognitive assessment pipelines and adaptive learning tools.
What’s hard
- Complex data processing across medical and educational records
- HIPAA and FERPA compliance requirements
- Need for intelligent assessment and diagnostic tools
- Real-time analytics for student/patient outcomes
What we build
- Dual-engine RAG+HAG systems for assessment analysis (HeuriSight)
- Knowledge graph construction for competency mapping
- AI-powered diagnostic and triage tools
- Compliance-aware data pipelines
SaaS & Startups
MVP development, full-stack platform engineering and AI product integration for startups that need to ship fast without sacrificing code quality.
What’s hard
- Tight timelines and limited budgets
- Need for scalable architecture from day one
- AI/ML integration complexity
- Going from idea to live product quickly
What we build
- Rapid MVP development with production-grade architecture
- Full-stack platforms (React, Next.js, Node, Python)
- AI product integration (LLMs, RAG, agents)
- Cloud deployment and CI/CD setup
Developer Tools
CLI tools, SDKs, APIs and developer infrastructure — published packages on PyPI and npm with production-grade documentation and developer experience.
What’s hard
- Developer experience must be exceptional
- APIs need to be intuitive and well-documented
- SDKs must support async, typing and error handling
- Open-source maintenance and community building
What we build
- Python SDKs with async support and typed errors (Inscrape)
- TypeScript CLIs with interactive REPL and plugin systems (CodeCraft)
- API-first architecture for cross-language support
- Comprehensive documentation and test suites
Cybersecurity
Security auditing, penetration testing and AI-powered alert management for organisations that take security seriously.
What’s hard
- Alert fatigue from too many monitoring tools
- Unknown vulnerabilities across web, API and cloud
- Compliance requirements (SOC 2, ISO 27001, GDPR)
- Need for proactive, not reactive security posture
What we build
- Intelligent alert deduplication and routing (Nirvana)
- Penetration testing and vulnerability assessments
- Cloud security audits (AWS, GCP, Azure)
- Secure architecture design and review
Blockchain & Web3
Smart contract development, decentralised application engineering and token systems for Web3 projects that need real engineering, not hype.
What’s hard
- Smart contract security is critical — bugs cost real money
- Full-stack DApp development requires Web2 + Web3 skills
- Gas optimisation impacts user experience
- Rapidly evolving standards and tooling
What we build
- Solidity smart contract development with security auditing
- Full-stack DApp architecture with Web3 wallet integration
- Token and NFT system implementation
- Gas optimisation and deployment automation