{ "@context": "https://schema.org", "@graph": [ { "@type": "Organization", "@id": "https://espresso.ai/#organization", "name": "Espresso AI", "url": "https://espresso.ai/", "description": "Espresso AI cuts Snowflake and Databricks bills by up to 70% with an in-flight proxy that auto-scales warehouses, schedules queries and rewrites SQL, with no SQL changes required.", "sameAs": ["https://www.linkedin.com/company/espresso-ai"] }, { "@type": "WebPage", "@id": "https://espresso.ai/espresso-ai-at-dbt-summit#webpage", "url": "https://espresso.ai/espresso-ai-at-dbt-summit", "name": "Meet Espresso AI at dbt Summit 2026 | Booth 315, Las Vegas", "description": "Meet Espresso AI at dbt Summit 2026. Booth 315, free Bungalow Coffee at 319, Ben Lerner's session, and a savings estimate that cuts Snowflake bills 70%.", "publisher": { "@id": "https://espresso.ai/#organization" }, "about": [ { "@type": "Thing", "name": "dbt", "sameAs": ["https://en.wikipedia.org/wiki/Data_build_tool", "https://www.getdbt.com/"] }, { "@type": "Thing", "name": "Snowflake", "sameAs": ["https://en.wikipedia.org/wiki/Snowflake_Inc.", "https://www.wikidata.org/wiki/Q22078063"] }, { "@type": "Thing", "name": "Databricks", "sameAs": ["https://en.wikipedia.org/wiki/Databricks", "https://www.wikidata.org/wiki/Q18350420"] }, { "@type": "Thing", "name": "Directed acyclic graph", "sameAs": ["https://en.wikipedia.org/wiki/Directed_acyclic_graph", "https://www.wikidata.org/wiki/Q1195339"] }, { "@type": "Thing", "name": "Critical path", "sameAs": ["https://en.wikipedia.org/wiki/Critical_path_method", "https://www.wikidata.org/wiki/Q825377"] } ] }, { "@type": "Event", "@id": "https://espresso.ai/espresso-ai-at-dbt-summit#session", "name": "Most of Your dbt Models Aren't in a Hurry", "description": "Every dbt run has a critical path: the small chain of dependent models that decides when the run finishes. It's usually a fraction of the DAG. So why does the whole run cost as if every model were on it?", "startDate": "2026-09-16T15:15:00-07:00", "endDate": "2026-09-16T15:45:00-07:00", "eventStatus": "https://schema.org/EventScheduled", "eventAttendanceMode": "https://schema.org/OfflineEventAttendanceMode", "location": { "@type": "Place", "name": "The Cosmopolitan of Las Vegas", "address": { "@type": "PostalAddress", "streetAddress": "3708 Las Vegas Blvd S", "addressLocality": "Las Vegas", "addressRegion": "NV", "postalCode": "89109", "addressCountry": "US" } }, "performer": [ { "@type": "Person", "name": "Ben Lerner", "jobTitle": "CEO & Co-Founder, Espresso AI", "sameAs": "https://www.linkedin.com/in/espressoben/" }, { "@type": "Person", "name": "Saravana Kumar", "jobTitle": "CEO, Authentic", "sameAs": "https://www.linkedin.com/in/saravsak/" } ], "organizer": { "@id": "https://espresso.ai/#organization" }, "superEvent": { "@type": "Event", "name": "dbt Summit 2026", "startDate": "2026-09-15", "endDate": "2026-09-18" }, "isAccessibleForFree": true }, { "@type": "Event", "@id": "https://espresso.ai/espresso-ai-at-dbt-summit#bill-therapy", "name": "Bill Therapy: Dinner with Espresso AI", "description": "A small dinner for data engineering peers during dbt Summit. No agenda, just people who like arguing about warehousing over red wine. Bring your worst query.", "startDate": "2026-09-16T17:30:00-07:00", "endDate": "2026-09-16T19:30:00-07:00", "eventStatus": "https://schema.org/EventScheduled", "eventAttendanceMode": "https://schema.org/OfflineEventAttendanceMode", "location": { "@type": "Place", "name": "Scarpetta, The Cosmopolitan of Las Vegas", "address": { "@type": "PostalAddress", "streetAddress": "3708 Las Vegas Blvd S, Level 3", "addressLocality": "Las Vegas", "addressRegion": "NV", "postalCode": "89109", "addressCountry": "US" } }, "organizer": { "@id": "https://espresso.ai/#organization" }, "offers": { "@type": "Offer", "url": "https://luma.com/h3j1jn82", "price": "0", "priceCurrency": "USD", "availability": "https://schema.org/LimitedAvailability", "validFrom": "2026-08-18T00:00:00-07:00" }, "isAccessibleForFree": true }, { "@type": "FAQPage", "@id": "https://espresso.ai/espresso-ai-at-dbt-summit#faq", "mainEntity": [ { "@type": "Question", "name": "What is the critical path in a dbt run?", "acceptedAnswer": { "@type": "Answer", "text": "The critical path is the small chain of dependent models that decides when a dbt run finishes. Every other model in the project has slack: it could start later or run on smaller compute without delaying anything. Most teams provision as though every model were on the critical path, which is where the gap between compute paid for and compute needed comes from. Ben Lerner and Saravana Kumar of Authentic cover how to find and close that gap at dbt Summit 2026." } }, { "@type": "Question", "name": "How does Espresso AI reduce a Snowflake bill?", "acceptedAnswer": { "@type": "Answer", "text": "Espresso AI sits between your data tools and Snowflake as an in-flight proxy, routing and optimizing queries in real time. It does three things: smarter warehouse auto-scaling, AI-powered query scheduling, and query rewriting with formal verification. There are no SQL changes and no engineering effort beyond changing one URL. Pricing is 40% of savings, so if it saves nothing you pay nothing. Typical reductions run 40% to 70%." } }, { "@type": "Question", "name": "Does Espresso AI work with Databricks as well as Snowflake?", "acceptedAnswer": { "@type": "Answer", "text": "Yes. Espresso AI optimizes Databricks alongside Snowflake using the same in-flight proxy architecture and the same pricing of 40% of savings. Data is never stored, PII is stripped before Espresso sees anything, and the platform is SOC 2 Type II. Setup is a five-minute script, and a free savings estimate comes back within a few days with no commitment." } }, { "@type": "Question", "name": "What is a dbt DAG and why does it affect cost?", "acceptedAnswer": { "@type": "Answer", "text": "A dbt project forms a directed acyclic graph, where each model depends on the models upstream of it. The DAG determines execution order, but only a fraction of it constrains total runtime. Because warehouses are typically sized for the whole graph rather than the constraining path, teams pay for peak compute across every model. Understanding which parts of the DAG actually gate the run is the first step to cutting the bill." } } ] } ] }
Catch our session

Most of Your dbt Models Aren't in a Hurry

Every dbt run has a critical path: the small chain of dependent models that decides when the run finishes. It's usually a fraction of the DAG. So why does the whole run cost as if every model were on it?

BL

Ben Lerner

CEO & Co-Founder, Espresso AI

Follow on LinkedIn →
SK

Saravana Kumar

CEO, Authentic

Follow on LinkedIn →
DateWednesday, September 16
Time3:15 – 3:45pm
Add to My Agenda → Add to Calendar →
Coffee cart · Booth 319
Bungalow Coffee Co × Espresso AI

We're bringing loved Las Vegas roaster Bungalow Coffee Co. to dbt Summit all week.

Skip the line

Meet with us and we'll bring your drink!

Book my 15 minutes →
Bill Therapy: Dinner with Espresso AI
Wednesday, September 16 · Scarpetta

Bill Therapy

No agenda, just data engineering peers who like arguing about warehousing over red wine. Bring your worst query and we'll see whose is worse.

When5:30 – 7:30 PM
WhereScarpetta in The Cosmopolitan

Space is limited and registration is subject to approval.