L

LuminaData

Finance-operations AI company that finds where AI moves EBITDA across a client's finance operations and then deploys agents that do the work, selling Lumina Discover (an agent-led diagnostic), Lumina Activate (deployed finance agents), a live Reconciliation Agent and the proprietary FinEdge LLM, with further agents announced as coming soon.

Products

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

• Lumina Discover AI agent

  Agent-led diagnostic for finance operations in which AI agents interview the client's team, ingest its systems and trace data flows, then return a quantified, board-ready EBITDA number and a live playbook in 2 to 4 weeks, positioned as roughly ten times cheaper than a consulting engagement; no price is published.

• Lumina Activate AI agent

  Deployed finance agents that run the client's workflows, such as reconciliation, invoicing and cash application, autonomously and end to end across its existing systems, configured on the business rules the Discover diagnostic mapped and connected to Excel, ERP and banking without migration, going live in about two weeks; no price is published.

• Reconciliation Agent AI agent

  Live finance agent that matches millions of transactions across bank, ledger, sub-ledger and intercompany records, with 99.8% accuracy stated as in production; it is delivered through Lumina Activate and further agents for cash application, invoicing, collections, reporting and customer lifecycle are marked coming soon; no price is published.

• FinEdge LLM Platform

  Proprietary finance-native model that powers the LuminaData agents: it creates a blueprint for executing a task and aligns the agents, which are trained on finance data and understand GAAP, SOX, IFRS and audit trails; it is described as part of the platform and no separate access or price is published.

Similar products 48

No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.

How this list is ranked ↗

AAlderUndisclosedReconciliation Agent and Alder both list accounting automation; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareBBasisLate-stageReconciliation Agent and Basis both list accounting automation; LuminaData's scale not recorded.2 of 4 capabilitiesShared product typeCompareBABillow AI LabsUndisclosedReconciliation Agent and Billow both list accounting automation; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareCClerkedUndisclosedReconciliation Agent and Clerked AI clerks both list accounting automation; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareFFinoutEarly-stageLumina Discover and Detection Agent both list financial analysis; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareBBrexAcquiredReconciliation Agent and Brex expense and bill pay AI both list accounting automation; LuminaData's scale not recorded; Brex is acquired, with no independent scale; ships application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareIIntuitPublicLumina Activate and Intuit Enterprise Suite AI Agents both list accounting automation; LuminaData's scale not recorded.4 of 4 capabilitiesShared product typeCompareRRilletLate-stageLumina Activate and Rillet Aura AI both list accounting automation; LuminaData's scale not recorded.2 of 4 capabilitiesShared product typeCompareZZarnaUndisclosedLumina Discover and Zarna both list financial analysis; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareLLATOUndisclosedLumina Discover and LATO both list financial analysis; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareAHAltair HealthUndisclosedReconciliation Agent and Altair AI billing both list accounting automation; scale not recorded for either; ships application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareMMultiplierUndisclosedLumina Discover and Multiplier both list financial analysis; scale not recorded for either; ships agent platform rather than the same layer.2 of 4 capabilitiesDifferent layerComparePPublicUndisclosedLumina Discover and Public Agents (Agentic Brokerage) both list financial analysis; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareRRogoLate-stageFinEdge LLM and Rogo both list financial analysis; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareDDenkiUndisclosedLumina Activate and Denki both list accounting automation; scale not recorded for either; ships application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareFFinOpslyEarly-stageLumina Discover and Ask FI both list financial analysis; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareSAStemma AIUndisclosedReconciliation Agent and Stemma both list accounting automation; scale not recorded for either; ships application rather than the same layer.1 of 4 capabilitiesDifferent layerCompareTTIFINLate-stageFinEdge LLM and Helix both list financial analysis; LuminaData's scale not recorded; ships agent platform and application rather than the same layer.3 of 4 capabilitiesDifferent layerCompareAAiirUndisclosedFinEdge LLM and Aiir both list financial analysis; scale not recorded for either; ships application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareMFMarx FinanceUndisclosedFinEdge LLM and Marx both list financial analysis; scale not recorded for either; ships agent platform rather than the same layer.2 of 4 capabilitiesDifferent layerCompareVVantageEarly-stageLumina Discover and LLM Token Allocation both list financial analysis; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareFForwardUndisclosedFinEdge LLM and Forward both list financial analysis; scale not recorded for either; ships application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareHHebbiaLate-stageLumina Discover and Hebbia Max both list financial analysis; LuminaData's scale not recorded.1 of 4 capabilitiesShared product typeCompareWWorkdayPublicReconciliation Agent and Accounting Agent both list accounting automation; LuminaData's scale not recorded.4 of 4 capabilitiesShared product typeCompareRRobinhoodPublicFinEdge LLM and Robinhood Agentic Trading both list financial analysis; LuminaData's scale not recorded; ships application rather than the same layer.2 of 4 capabilitiesDifferent layerCompareIInsurfUndisclosedFinEdge LLM and Insurf ICHRA platform both list financial analysis; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareSSASUndisclosedFinEdge LLM and SAS Credit Origination both list financial analysis; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareAAlphaSenseLate-stageFinEdge LLM and Tegus Expert Insights both list financial analysis; LuminaData's scale not recorded.1 of 4 capabilitiesShared product typeCompareDDiligenceSquaredUndisclosedFinEdge LLM and DiligenceSquared both list financial analysis; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareIInception42UndisclosedFinEdge LLM and Alpha both list financial analysis; scale not recorded for either; ships agent platform, application and 1 more rather than the same layer.3 of 4 capabilitiesDifferent layerCompareNNiCEPublicFinEdge LLM and Xceed AI FRAML both list financial analysis; LuminaData's scale not recorded.3 of 4 capabilitiesShared product typeCompareQQuantexaLate-stageFinEdge LLM and Quantexa Decision Intelligence Platform both list financial analysis; LuminaData's scale not recorded.2 of 4 capabilitiesShared product typeCompareMMonaUndisclosedLumina Discover and Mona Growth Assistant both list financial analysis; scale not recorded for either; ships application rather than the same layer.1 of 4 capabilitiesDifferent layerComparePPresightPublicFinEdge LLM and Presight Financial Solutions both list financial analysis; LuminaData's scale not recorded.3 of 4 capabilitiesShared product typeCompareUUmbraUndisclosedLumina Discover and Umbra both list financial analysis; scale not recorded for either; ships application rather than the same layer.1 of 4 capabilitiesDifferent layerCompareAAddeparUndisclosedLumina Discover and Addison both list financial analysis; scale not recorded for either; ships application rather than the same layer.1 of 4 capabilitiesDifferent layerCompareEEvergreen.aiUndisclosedFinEdge LLM and Evergreen.ai both list financial analysis; scale not recorded for either; ships application rather than the same layer.1 of 4 capabilitiesDifferent layerCompareSBSmart BricksEarly-stageLumina Discover and Smart Bricks platform both list financial analysis; scale not recorded for either; ships application rather than the same layer.1 of 4 capabilitiesDifferent layerCompareTRThomson ReutersPublicReconciliation Agent and Legal Tracker both list accounting automation; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareXXiao-iPublicLumina Discover and DIF both list financial analysis; LuminaData's scale not recorded; Xiao-i's scale not comparable: only a revenue estimate, no market cap or valuation.1 of 4 capabilitiesShared product typeCompareSSpendlineUndisclosedFinEdge LLM and Spendline both list financial analysis; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareMMicrosoftPublicReconciliation Agent and Finance agents both list accounting automation; LuminaData's scale not recorded.3 of 4 capabilitiesShared product typeCompare0101.AIUndisclosedFinEdge LLM and TrueNorth AI Decision Platform both list financial analysis; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareMMavvrikEarly-stageLumina Discover and Mavvrik Agent both list financial analysis; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareIIBMPublicFinEdge LLM and IBM Planning Analytics both list financial analysis; LuminaData's scale not recorded.3 of 4 capabilitiesShared product typeCompareFDFinancial DatasetsUndisclosedLumina Discover and Financial Datasets API both list financial analysis; scale not recorded for either; ships API service rather than the same layer.1 of 4 capabilitiesDifferent layerCompareOOraclePublicFinEdge LLM and Oracle Fusion Data Intelligence both list financial analysis; LuminaData's scale not recorded.3 of 4 capabilitiesShared product typeCompareSASakana AILate-stageLumina Discover and Sakana Marlin both list financial analysis; LuminaData's scale not recorded; ships application and model API rather than the same layer.2 of 4 capabilitiesDifferent layerCompare

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.

Sources

Total funding

Not found · 20 Oct 2026

Pages read for this record state no funding total. Tried the home page, which carries the whole site (the site's other paths return a 404 page).

Valuation

Not found · 20 Oct 2026

Pages read for this record state no valuation. Tried the home page, which carries the whole site (the site's other paths return a 404 page).

Founded

Not found · 20 Oct 2026

No founding year on the the home page, which carries the whole site (the site's other paths return a 404 page); a footer copyright year is not a founding year.

Public listing

Not found · 20 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 20 Oct 2026

Home page: "LuminaData finds where AI moves EBITDA across your finance operations."

Open LuminaData in the directory

Something wrong here? Send a correction — quote this company id: luminadata.