Production-ready AI, built right.

We partner with engineering teams to design, build, and run AI systems that integrate cleanly with your existing data and infrastructure.

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Trusted by leading brands across industries

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“Distillery helped us make conversational AI truly usable for business teams, even those with no technical background. Grounded in AtScale’s semantic layer and integrated into Slack and Google Meet, the result is a production-ready experience that delivers governed answers in plain English without sacrificing accuracy or trust.”

David Mariani
Co-Founder and CTO, Atscale

Why Teams Build AI With Distillery

Data-first engineering, senior talent, and systems your team can rely on.

Data-native engineering

AI grounded in governed data, semantic layers, and strong foundations.

Senior nearshore teams

Senior engineers aligned to U.S. time zones, embedded with your team.

Rapid prototyping built to scale

Fast iteration with a clear path to production, monitoring, and scale.

Experience with Databricks, AtScale, LangChain, LangGraph, AWS, Azure, GCP

Rapid prototyping with scalable production builds

Strong grounding in data engineering and ML infrastructure

Let's discuss your AI architecture

What We Build

AI systems designed to integrate cleanly with your data, workflows, and infrastructure.

LLM Apps and Conversational AI

  • Internal or customer-facing copilots
  • Slack/Teams integrations
  • Natural-language-to-SQL systems
  • Data summarization + reporting automation

Data-Connected AI

  • LLM-to-SQL translation
  • Semantic layer integrations
  • Automated reporting workflows
  • Real-time insights for non-technical users

AI Automation and Agents

  • Intelligent workflow automation
  • Browser-based task automation
  • Large-scale agent orchestration

Speech and EdTech AI

  • Speech recognition
  • Scoring engines
  • Adaptive learning models

MLOps and Infrastructure

  • CI/CD for models
  • Prompt/version management
  • Monitoring, guardrails, evaluation

AI Project Highlights

Examples of how we partner with teams to deliver AI work that runs in production.


AtScale – DistillGenie

DistillGenie is an AI-powered conversational layer for Databricks inside Slack, giving teams self-serve answers without dashboards or SQL. Distillery built the secure integration that manages multi-turn context, generates governed queries via AtScale, and delivers rich Slack responses

AtScale Slack API Open AI
Learn more >

The Oakland Ballers

Distillery built an AI-powered game management system for the Oakland Ballers that ingested live and historical performance data and surfaced real-time recommendations through a Flutter app optimized for the field.

AI Development AI Cross-Platform Build
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 Experience Across Industries

Fintech Retail and E-commerce Travel and Hospitality
SaaS and Software Logistics

How We Engage

Flexible models depending on your team, timeline, and scope.

Staff Augmentation

Embed senior engineers directly into your team to accelerate delivery and fill skill gaps.

Senior-level talent

Aligned to your timezone

Stay in control of your project

Flexible engagement model

Agile Development Teams

Supercharge your software project by assembling a high-performance development team.

Senior-level talent

Tailor your ideal team

Quick onboarding

Full control and transparency

Talk to a Senior AI Lead

Get a free consultation to explore feasibility, architecture options, and next steps.

Schedule a 60-minute session