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Author1, Author2, Author3, Author4, Author5
enterprise analyticslanguage modelsdeterministic policySQL generation
2609.03209
Builder Relevance
1h ago70%
Abstract
The paper presents a governed approach to enterprise analytics using a language model and deterministic policy for executing analytical programs.
Reality Card
Core Claim
The policy-executed analyzer successfully matched 110 of 110 answer-and-evidence contracts across test datasets, demonstrating the effectiveness of a governed approach to enterprise analytics.
Method / Result
Across 440 runs, three 8B models generated SQL and selected tools at runtime.
Limitations
None of the 330 runtime-planning episodes matched the full answer-and-evidence contract across all test datasets, indicating potential limitations in runtime agent designs.
Paper to code
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