SHIP TRUSTWORTHY AI PRODUCTS USERS RELY ON
We architect retrieval-augmented generation (RAG), LLM orchestration, and chatbots that deliver accurate answers with enterprise-grade guardrails.
From data pipelines and vector stores to model evals, monitoring, and UX, we build AI apps that are fast, reliable, and safe to launch.


AI PRODUCTS LAUNCHED AND IN USERS HANDS
Cap AI — an AI copilot with retrieval-augmented answers, compliant data handling, and on-brand responses. Deployed with evals, monitoring, and feedback loops to keep answers accurate.
Hutsy AI — a consumer-facing AI assistant layered on top of financial data, tuned for helpful, safe conversations and connected to production services.
What we deliver
RAG pipelines (ingestion, chunking, embeddings, vector stores), grounding and guardrails, and model orchestration for reliable answers.
Production readiness: eval harnesses, monitoring, latency budgets, prompt versioning, and human-in-the-loop feedback to keep quality improving after launch.
Integrations that keep your AI reliable
DETL connects your data, models, and tooling
We integrate leading LLMs, vector stores, databases, and data sources so your AI assistants launch faster, stay accurate, and scale with your business.
Ollama
OpenAI
Supabase
Weaviate
Azure AI Search
Qdrant
Ollama
OpenAI
Supabase
Weaviate
Azure AI Search
Qdrant
Ollama
OpenAI
Supabase
Weaviate
Azure AI Search
Qdrant
Ollama
OpenAI
Supabase
Weaviate
Azure AI Search
Qdrant
Ollama
OpenAI
Supabase
Weaviate
Azure AI Search
Qdrant
Weaviate
Azure AI Search
Qdrant
Weaviate
Azure AI Search
Qdrant
Weaviate
Azure AI Search
Qdrant
OpenAI
Supabase
Weaviate
Azure AI Search
Qdrant
OpenAI
Supabase
Weaviate
Azure AI Search
Qdrant
OpenAI
Supabase
Weaviate
Azure AI Search
QdrantFROM DATA TO DEPLOYED AI ASSISTANTS
Discovery to launch in 2–4 months: data ingestion, RAG pipelines, model selection, prompt/guardrail design, human feedback loops, and shipping production-ready experiences.
FROM DATA TO DEPLOYED AI ASSISTANTS: Ideation
Engage in an in-depth analysis of creative app concepts to ensure they resonate with user expectations and align with business objectives.


FROM DATA TO DEPLOYED AI ASSISTANTS: Design
We define quality as solutions that surpass customer needs on time and within budget.
FROM DATA TO DEPLOYED AI ASSISTANTS: Development
Engage in an in-depth analysis of creative app concepts to ensure they resonate with user expectations and align with business objectives.


FROM DATA TO DEPLOYED AI ASSISTANTS: Quality Assurance
We define quality as solutions that surpass customer needs on time and within budget.
FROM DATA TO DEPLOYED AI ASSISTANTS: Deployment
Engage in an in-depth analysis of creative app concepts to ensure they resonate with user expectations and align with business objectives.


FROM DATA TO DEPLOYED AI ASSISTANTS: Maintenance & Support
We define quality as solutions that surpass customer needs on time and within budget.

WHY TEAMS CHOOSE DETL FOR AI WHEN ACCURACY MATTERS?
We combine product, ML, and full-stack engineering to deliver AI assistants that stay on-policy, stay on-brand, and stay accurate.
Expect solid infra (observability, evals, red-teaming), thoughtful UX, and a release cadence that keeps new capabilities shipping after launch.











