Data catalogue

74 results

• build dataset

  Dataset Builder

  End to end in one call: spec → entities → plan → retrieve → reconcile → fill gaps → validate → workbook. Takes minutes; clients with short HTTP timeouts should use start_dataset_job + get_dataset_job. To review the spec first, call define_dataset_spec, edit, then start_dataset_job(dataset_id=...).

  capability

• build workbook

  Dataset Builder

  Write the .xlsx: README, the spec's data tabs (derived rows as live formulas, sources in cell comments), Sources, Provenance, Conflicts, Gaps, Validation.

  capability

• cancel article job

  Insight Generation

  Cancel an active background job, retaining data/evidence and drafts for inspection. Repeated calls return its terminal status. Interrupted jobs can be resumed stepwise.

  capability

• cancel dataset job

  Dataset Builder

  Cancel a local background build; keep recorded evidence for restart with start_dataset_job(dataset_id=...). Completed tasks are not retrieved again.

  capability

• check data artifacts

  Insight Generation

  Before researching causes, rule out artifacts: base effects, seasonal repeats, reverting spikes, unit/scale jumps, near-zero bases. Defaults to kept findings.

  capability

• check dataset values

  Dataset Builder

  Dry-run the value gate. Return each rejection reason and normalized value without writing candidates or marking a task complete.

  capability

• check research evidence

  Insight Generation

  Dry-run the same evidence gate as submit_research_result without changing evidence, brief status or coverage. Returns each rejection reason for repair.

  capability

• compute metrics

  Insight Generation

  Period-on-period and YoY change (pp for rates, % for levels), 4-period moving average, CAGR and summary for one series. `filters` picks dimension levels, e.g. {"segment": "BFSI"}.

  capability

• correlate

  Insight Generation

  Correlation between two series at lags 0..max_lag (a leading b). Series are selectors {table, measure, filters}. on='changes' (default) or 'levels'. Stored as a citable fact (A-id).

  capability

• coverage matrix

  Dataset Builder

  Entity × period grid of cell status (R reported, D derived, O override, · missing) per metric.

  capability

• decompose change

  Insight Generation

  What drove a change between two periods. Without `weight`: contribution of each dimension level. With `weight` (e.g. revenue when measure is a margin): mix vs rate effects. The result is stored as a citable fact (A-id).

  capability

• define dataset spec

  Dataset Builder

  Create a dataset and its Spec: entities (rows), metrics (definition, unit, basis, domain, derive formula), periods (frequency, range) and tab layout. Pass `spec` to supply one directly (same shape as returned) instead of having it drafted from `query`. Review the result — and edit with update_dataset_spec — before retrieval: every later cost is driven by this grid.

  capability

• define scope

  Insight Generation

  Create the Research Charter every later stage is keyed to: core question, sub-questions SQ1..n, in/out of scope, completion rule. Pass `charter` to set or edit it directly (same shape as returned) instead of having Claude derive it from `query`. Works before any data is ingested (the Charter then comes from the question alone). create_if_missing=True creates the session under `session_id` if it do

  capability

• detect patterns

  Insight Generation

  Run pattern detection on some series without writing findings: unusual moves vs history, step changes beyond trend, sustained trends, inflections, outliers, mix shifts.

  capability

• discover sources

  Dataset Builder

  Connect to registered sources, list their tools, infer capabilities; optionally list candidates from the MCP registry (INSIGHT_MCP_REGISTRY_URL).

  capability

• discover sources

  Insight Generation

  Connect to registered sources, list their tools and infer capabilities. With from_registry=True, also list candidate MCP servers from INSIGHT_MCP_REGISTRY_URL (candidates are not enabled until register_source).

  capability

• download workbook

  Dataset Builder

  The latest workbook: a signed 24-hour download link that opens in a browser, and, with include_base64=True, the file itself (≤ 15 MB).

  capability

• draft article

  Insight Generation

  Write the article from the outline, using only fact-sheet numbers and cited evidence.

  capability

• estimate cost

  Dataset Builder

  Cells, tasks, expected tool calls and minutes for the current Spec.

  capability

• fill gaps

  Dataset Builder

  Plan one narrower follow-up round for missing cells (must-have metrics by default) and, with run=True, execute it and re-reconcile. Cells still missing afterwards stay blank and are listed on the Gaps tab.

  capability

Inventory snapshot 15 Nov 2026. Publisher dates and individual source checks can differ.