Four capabilities. One operating model.
Simplify, Architect, Build, Train. Every engagement runs through the same playbook — with AI infused where it actually adds value, not where it sounds good in a pitch deck.
Simplify
Replace patchwork operations with engineered workflows.
Most businesses run on spreadsheets, group chats, and tribal knowledge. We replace that with workflow automation that takes hours off your team's week — without forcing them to learn a new tool every quarter.
Recent work
Built a reconciliation engine that processes 50,000+ transactions daily, eliminating two weeks of manual matching per period.
Services
- Workflow audits and process mapping
- Automation design and implementation
- Document processing and extraction
- Integration of disparate systems
- SOP design and documentation
Technologies we use
AI integration examples
Intelligent document classification and data extraction (invoices, contracts, KYC)
AI-powered routing for support tickets, leads, and incoming requests
Anomaly detection for transactions and operational events
Architect
Design systems that scale before they have to.
Architecture is what you wish you'd done two years before you needed to. We design data models, integrations, and infrastructure strategy that hold up as your business grows — not the architecture you can afford on day one, the one you'll thank yourself for on day 1,000.
Recent work
Designed a multi-tenant architecture that scales from single-tenant self-hosted to SaaS deployment from one codebase.
Services
- Systems architecture and technical due diligence
- Data ecosystem mapping and modeling
- API and integration strategy
- Infrastructure strategy and migration planning
- Technical roadmaps and decision documentation
Technologies we use
AI integration examples
Semantic search and vector retrieval architectures
Embedding-aware data model design for AI features
RAG (retrieval-augmented generation) pipelines for enterprise data
Build
Ship products end-to-end with engineering discipline.
We build full-stack products — backend, frontend, infrastructure, operations. We work in small, senior teams, we iterate in production with you, and we hand over code you can keep building on after we leave.
Recent work
Built Nexus CRM — a multi-tenant SaaS we run ourselves and license to enterprises, with AI, offline PWA, and real-time notifications.
Services
- End-to-end product development
- Custom internal tooling and dashboards
- API and third-party integration
- Frontend and backend engineering
- 24/7 managed infrastructure (SRE)
Technologies we use
AI integration examples
LLM-powered features integrated into products (chat, summaries, smart suggestions)
Agentic workflows for internal automation (e.g. our ils-review-bot)
AI-assisted code review and engineering productivity tooling
Train
Level up the people who own the system after we hand it over.
Technology fails when people don't know how to lead it. We train your engineers, technical leads, and operations team in the practices, tools, and mental models that make great systems durable.
Recent work
Designed performance review processes and engineering rituals that scale with team growth — without ceremony for ceremony's sake.
Services
- Executive tech-leadership coaching
- Operational readiness training
- Technical governance workshops
- Engineering best practices and code review
- Onboarding programs for technical teams
Technologies we use
AI integration examples
AI-assisted development workflows and prompt engineering
Tooling like ils-review-bot for automated PR review
Practical LLM integration training (when to use AI, when not to)
Custom builds
When off-the-shelf doesn't fit and a product company wouldn't bother, we take on custom builds. Reconciliation engines, internal tooling, integrations between systems that shouldn't need integrating but do. We do the work that makes the rest of your stack make sense.
Discuss a custom build