Distributional

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Distributional's next chapter: Talaria Scientific

July 24, 2026 · 1 figure

Timeline of four eras on one through-line labeled 'make expensive computational work optimal, scalable, and trustworthy': MOE/SigOpt (Optimize it.), Intel (Scale it.), Distributional (Trust it.), Talaria Scientific (Accelerate it.). A box around Distributional and Talaria marks them as the same Delaware corporation with the same investors. An arrow from Talaria labeled 'one level deeper' points from the tooling around the science to the science itself.
One mission, four eras: optimize expensive computational work, run it at scale, trust it in production, and now point it at science itself. The box around the last two is the same-entity part: Distributional and Talaria Scientific are one company with the same investors. The mission is what moved one level deeper.In the postDownload SVG© 2026 Distributional, Inc. · CC BY-ND 4.0

Beyond averages: how DBNL's distribution comparison reveals what summary metrics hide

May 27, 2026 · 2 figures

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Enrichments versus evals

April 28, 2026 · 2 figures

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The agent observability hierarchy

April 21, 2026 · 3 figures

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Demo: Financial analyst

April 17, 2026 · 10 figures

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Demo: Improving agents with production data analysis

April 8, 2026 · 6 figures

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Demo: Agent hyperparameter optimization with behavioral analytics

April 6, 2026 · 7 figures

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Demo: Fixing agent issues in production with tab complete analytics

March 30, 2026 · 6 figures

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Analytics-driven agent A/B testing

February 18, 2026 · 19 figures

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DBNL fits your agent data

February 11, 2026 · 2 figures

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Integrating DBNL with NVIDIA NeMo Agent Toolkit

January 21, 2026 · 2 figures

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Adapting product analytics to the AI era

November 4, 2025 · 1 figure

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The Distributional Workflow: Define, Detect, Understand, and Improve

August 26, 2025 · 10 figures

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Scale, Metrics, Tests, and Results in Distributional

August 18, 2025 · 1 figure

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How Distributional tests for consistent app behavior in production

August 15, 2025 · 1 figure

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How Distributional’s Similarity Index works

August 15, 2025 · 2 figures

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How Distributional balances security with insights

June 26, 2025 · 1 figure

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Designing for speed and scale: Integrating Distributional within an existing environment

June 4, 2025 · 1 figure

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Understanding Distributional’s Platform Architecture

May 22, 2025 · 1 figure

Distributional's platform architecture
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Adaptive testing for AI confidence

May 21, 2025 · 1 figure

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Distributional Simplifies Adaptive Testing with Similarity Index and Key Insights

May 21, 2025 · 3 figures

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Driving confidence in AI: Understanding deployment testing through model version updates

April 16, 2025 · 6 figures

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Bridging the AI Confidence Gap with adaptive behavioral testing

March 5, 2025 · 1 figure

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What is Distributional? Explaining AI behavior through the language of statistical distributions

February 26, 2025 · 1 figure

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Driving confidence in AI: Foundational distributional testing explained through a RAG example

January 29, 2025 · 7 figures

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The AI Software Development Lifecycle: A practical framework for modern AI systems

January 9, 2025 · 2 figures

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