Services
Engineering services for serious problems.
We don't do everything. We do three things exceptionally well, and we staff every engagement with senior engineers who have done this before.
AI Agents, RAG Systems & Automation
We build production-grade AI agents and RAG systems that work in the real world — not demos that impress in a meeting and fail in production. From autonomous agents to retrieval-augmented generation pipelines, every solution is designed for reliability, maintainability, and measurable business impact.
Business Outcomes
- ✓Deploy AI agents that autonomously handle complex workflows
- ✓Build RAG systems that provide accurate, sourced answers from your data
- ✓Integrate LLMs (GPT-4, Claude) with production-grade reliability
- ✓Reduce manual processing time by 40–80% with intelligent automation
Typical Engagement
Most AI engagements begin with a 2–4 week discovery and feasibility phase, followed by iterative development. We validate the approach before committing to full build-out.
Example Use Cases
- AI agents for autonomous task execution
- RAG systems with vector databases (Pinecone, Weaviate, Chroma)
- LLM integration and custom fine-tuning
- Intelligent document processing and extraction
- Conversational AI and chatbot development
- Natural language processing pipelines
- Agentic workflow automation
Custom Software Development
When off-the-shelf software doesn't fit, you need a team that can architect and build systems from scratch. We specialize in complex, mission-critical software that your team can maintain and extend for years.
Business Outcomes
- ✓Replace fragile legacy systems without business disruption
- ✓Build internal tools that actually get adopted
- ✓Integrate disparate systems into a coherent platform
- ✓Reduce operational costs through automation
Typical Engagement
We start with architecture and planning, then build in focused sprints. You get working software every two weeks, with direct access to the engineers doing the work.
Example Use Cases
- Data platform architecture and implementation
- Internal tooling and admin systems
- System integration and API development
- Legacy system modernization
- Real-time data processing pipelines
- Multi-tenant SaaS infrastructure
Product Development
Building a product is different from building software. It requires understanding users, market timing, technical trade-offs, and the discipline to ship. We partner with founders and product leaders to get from concept to revenue.
Business Outcomes
- ✓Ship a production-ready MVP in 8–16 weeks
- ✓Build on architecture that scales to 10x your current needs
- ✓Reduce time-to-market without accumulating technical debt
- ✓Establish engineering practices your future team can follow
Typical Engagement
Product engagements are collaborative. We work closely with your team on product strategy, technical architecture, and execution. Expect weekly demos and tight feedback loops.
Example Use Cases
- MVP development for funded startups
- V2 rebuild of products that outgrew their architecture
- Technical co-founder replacement
- Product scaling and performance optimization
- Feature development for established products
- Technical due diligence support
Not sure which service fits?
Most engagements don't fit neatly into one category. Book a strategy call and we'll figure out the right approach together.