Takeout

Instant answers. No SQL required.

Takeout transforms how teams access data insights. Analysts define the data once, and AI serves it up instantly - like a takeout window for your organization's knowledge.
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Takeout Analytics Interface
Connected to warehouse
Q: What's the average order value for UK users under 18 this month?
$47.23
High confidence • 2,341 orders analyzed
Q: How many new signups did we get from Germany last week?
1,247
High confidence • +23% vs previous week
Q: Which product category has the highest churn rate?
Electronics (12.4%)
Medium confidence • 847 customers analyzed
Q: What's our customer acquisition cost by channel this quarter?
Analyzing marketing attribution data...
Searching across 3 data domains
Avg response: 2.3s 12 domains configured 47 team members
Last updated: 2 minutes ago

The hidden cost of 'quick questions'

Every day, data teams field dozens of variations of the same queries. What if it was Germany? What if it was under 16? Analysts become human SQL machines, writing the same queries over and over.
  • 15 minutes per query
    The average time an analyst spends on each ad-hoc request, from context switching to validation.
  • 40+ requests per week
    What a typical 5-person data team handles from executives, PMs, and stakeholders.
  • 70% repetitive
    Most requests are slight variations of previous queries with different parameters.
How it works

The Takeout Window Model

Like a restaurant with a kitchen and service window, Takeout separates data preparation from data consumption.

Kitchen (Analytics Team)

Define and certify data domains

  • Connect to your data warehouse
  • Define semantic layers and relationships
  • Document business logic and gotchas

Window (Takeout Interface)

Natural language questions

  • Ask questions in plain English
  • Get instant, accurate answers
  • See the SQL and assumptions

Service (AI Layer)

Intelligent translation

  • Convert questions to optimized SQL
  • Apply business context automatically
  • Validate and serve results

Promote your analysts from query writers to insight architects

Stop answering the same questions. Start building reusable knowledge domains that scale across your organization.
  • Define once, answer forever
    Create semantic data domains with business context, relationships, and gotchas baked in.
  • Your expertise, amplified
    Every query applies your knowledge automatically. No more explaining why certain joins matter.
  • See what people really need
    Analytics dashboard shows which questions are asked most and where your domains need improvement.

Get answers at the speed of thought

No more waiting for analysts. No more learning SQL. Just ask your question and get trusted, accurate answers instantly.
  • Ask naturally
    Type your question exactly as you'd ask a colleague. The AI understands context and intent.
  • Instant insights
    Get answers in seconds, not hours. Export to Slack, email, or spreadsheets with one click.
  • Full transparency
    See the confidence level, SQL generated, and assumptions made. No black box magic.

Ready to transform how your team accesses data?

Join forward-thinking companies using Takeout to democratize data insights.
Book a Demo