DevOps & CI/CD
Espresso AI
Cut Databricks Spark and Snowflake costs by up to 70% with AI-driven optimization
AI-powered system that optimizes Snowflake and Databricks workloads through intelligent autoscaling, scheduling, and query optimization to reduce costs while
Overview
The Espresso AI homepage
Espresso AI provides AI-driven optimization for Snowflake and Databricks data warehouses. The platform uses machine learning and intelligent agents to continuously monitor workload performance and automatically adjust configuration settings for cost and runtime efficiency.
The system operates through three core agents: a Scheduling Agent that handles autoscaling warehouses and rerouting workloads with utilization gains of 25%+, a real-time scheduler that routes queries to maximize warehouse utilization by up to 40%+, and a Query Agent that optimizes SQL using neural optimization with formal verification to ensure correctness.
Espresso AI analyzes CPU, memory, and I/O-wait traces to estimate costs and runtimes for different configurations. Users see job costs decrease from 35% to 85%, with runtime improvements up to 60% as a side effect of moving jobs to machines matching their resource constraints. The platform brings average warehouse idle time below 10%, compared to the industry standard of 40-60%.
Capabilities
- Intelligent autoscaling with per-workload analysis
- Real-time query routing and scheduling
- ML-driven configuration management for Databricks
- Continuous workload monitoring and adjustment
- Reduces idle warehouse time below 10%
- ROI-guaranteed pricing model
- Savings estimate in 5 minutes
- Money-back guarantee pilot period
Pricing
Pricing model: Paid
Single-Shot: 40% of monthly savings. Double-Shot: 36% of estimated annual savings upfront with refundable balance. Cold Brew: Custom billing for enterprise customers.
Follow Espresso AI to get an email when they post a milestone, ship a new product or add a demo video.
Espresso AI fact sheet
| Community votes | 0 |
|---|---|
| Founded | 2023 |
| Based in | Brooklyn, United States |
| Website | espresso.ai |
Espresso AI metrics
Vendor metrics for espresso.ai: Ahrefs Domain Rating and Majestic link data, with the delta since the last review.
- Domain Rating
- 39
- +1 (up) since last check
- Trust Flow
- 10
- no change since last check
- Citation Flow
- 37
- no change since last check
- Referring domains
- 448
- no change since last check
- External backlinks
- 1,353
- no change since last check
Vendor Domain Rating (Ahrefs) checked 6 Nov 2026, spec changed 1 Nov 2026. Vendor topic: Science/Math (10). Vendor Majestic data checked 25 Oct 2026, spec changed 25 Oct 2026. Link metrics supplied by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
Espresso AI vendor domain
Open the vendor record
We read this from the registry's RDAP record on 5 Nov 2026, 14:21 UTC.
- Domain age
- 8 years
- Registered
- Expires
- Registrar
- NameCheap, Inc.
- DNSSEC
- Not signed
Espresso AI post-launch report
| Measure | At launch, then latest |
|---|---|
| Domain Rating (Ahrefs) | 39 to 39 no change since launch 25 Oct 2026, then 6 Nov 2026 |
| Trust Flow (Majestic) | 10 first measured 25 Oct 2026 |
| Referring domains (Majestic) | 448 first measured 25 Oct 2026 |
Day 11 since launch. Next receipt: day 30, 24 Nov 2026. Many things move these figures, so a change is not proof of cause. Only stored readings are shown.
About to launch?
Plan your launch with our free playbook, from preparing your listing to choosing more launch directories.
- The week before
- On the day
- Week one
- Beyond launch
Buyer questions
How much can I save?
Users see job costs go down from 35% to 85%, with runtime improvements up to 60% as a side effect. You receive a savings estimate after signup showing expected savings in advance.
How does Espresso measure savings accurately?
Espresso analyzes your workloads one query at a time to distinguish between Espresso optimizations and in-house optimizations. Models are continuously calibrated with production data and compared against upfront estimates.
Do you offer a pilot or trial?
Yes, Espresso offers a money-back guarantee period that lets you see live savings in production before committing to pay.
How does Espresso optimize Databricks Spark jobs?
Espresso reads CPU, memory, and I/O-wait traces from Databricks system tables to estimate costs and runtimes for candidate configurations. It then selects the lowest-cost configuration meeting your SLA and continuously monitors jobs, changing instance types and worker counts in real time as workloads grow or shrink.
Leave a review for Espresso AI
No customer reviews of Espresso AI yet. Write the first. Customer reviews are free and nobody can buy them.
Espresso AI has a free listing. The owner can unlock the full profile with a paid launch for $5:
- Founder story (locked)
- Milestones (locked)
- Demo video (locked)
- Dofollow website link (locked)
Compare with
| # | Product | DR | Votes |
|---|---|---|---|
| 1 |  Flowrensic™Forensics for durable execution |
2 +1 (up) since last check | 0 votes. Log in to vote for Flowrensic™ as a buyer |
| 2 |  BuildkiteProgrammable CI orchestration for AI |
76 no change since last check | 0 votes. Log in to vote for Buildkite as a buyer |
| 3 |  Queue |
0 no change since last check | 0 votes. Log in to vote for QueueForge as a buyer |
| 4 |  CDvizOpen-source CI/CD observability platform for monitoring software delivery pipelines |
10 no change since last check | 0 votes. Log in to vote for CDviz as a buyer |