Ship AI That Actually Ships Value
AI features only work if they plug into your existing product and workflows. We help teams move from hype decks to production-grade copilots, automations, and personalization loops.
Scope What Deserves AI
- Workshops that identify high-leverage use cases across support, product, and operations.
- ROI modeling that compares build vs. buy vs. fine-tune so you invest in the right initiatives.
- Risk assessments covering privacy, compliance, and human-in-the-loop safeguards.
From Prototype to Production
- Proofs of concept built with OpenAI, Anthropic, or open models to validate direction fast.
- Retrieval-augmented generation (RAG) pipelines that keep answers grounded in your data.
- Evaluation harnesses that monitor output quality and prevent regressions as models evolve.
Integration With Your Stack
We make AI an extension of your product—not a disconnected chatbot.
Seamless Delivery
- API design, event streams, and background workers that mesh with your existing architecture.
- Front-end patterns for AI assistance, summarization, and data entry that respect UX best practices.
- Role-based access, logging, and escalation paths so humans can override when needed.
Continuous Improvement
- Feedback capture loops that feed fine-tuning or prompt updates with real user data.
- A roadmap for advanced capabilities like personalization, forecasting, or agent orchestration.
- Knowledge transfer so your team can confidently maintain and iterate on AI features.
What You Walk Away With
- Production-ready AI workflows aligned to measurable business outcomes.
- Documentation covering architecture, prompts, evaluation metrics, and operations playbooks.
- A partner who stays engaged to monitor performance and ship the next AI release.