D

DX

Application

Engineering intelligence platform, calling itself 'engineering intelligence for the AI era'. It measures what AI coding agents actually change — AI-generated code tracked by commit, PR, team, agent and repo — alongside software health and R&D productivity, and builds the context layer those agents read. Atlassian agreed to acquire it in September 2025; it still sells under its own name at getdx.com.

Total funding—

Valuation—

Employees—

Founded—

HeadquartersSan Francisco, USA

StatusPrivate

Products

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

Inside DX platform

• DX AI Application Included with the parent

  DX AI is a conversational interface for exploring an organization's engineering data held in DX, described by the vendor as 'the copilot for engineering leaders.' It answers natural-language questions with generated charts, summarizes qualitative snapshot data into themes and sentiment, and diagnoses the drivers behind metric changes. Its data can also be streamed into external LLM clients via the DX MCP server.

• Fabric Developer tool Included with the parent

  Fabric is DX's context layer for AI agents, marketed as 'the context engine for AI-native engineering.' It turns an organization's software catalog into structured, live context that agents can query, and adds scorecards and self-service automation so agents can create services, provision infrastructure and resolve failing standards checks. Context is exposed to any MCP-compatible agent via the DX MCP server.

• AI Code Insights Developer tool Included with the parent

  AI Code Insights measures what AI coding agents produce inside an engineering organization, tracking AI-generated code by commit, PR, team, agent and repo from IDE to production. It attributes authorship by monitoring supported coding agents' edits and links them to commits, pull requests and deployments, reporting adoption, delivery velocity, code-quality signals and session-level agent performance. It includes the Agent Experience report, which scores requirements clarity, steering and task scope from the agent's perspective.

• DX MCP Server API service Included with the parent

  The DX MCP server exposes a customer's DX data to MCP-compatible AI clients such as Claude, Cursor and Devin Desktop. It is deliberately read-only, offering tools to list and retrieve software catalog entities, scorecards and initiatives, and teams, plus execution of SQL queries against the DX Data Cloud PostgreSQL database. It is available as a DX-hosted remote endpoint at ai.getdx.com/mcp or run locally from DX's open-source dx-mcp-server repository.

• DX CLI Developer tool Included with the parent

  Command-line interface to a DX instance, built so coding agents can drive it: it ships an agent skill telling an agent when and how to call the CLI, and covers the same catalog, scorecard and self-service operations a human uses the dashboard for.

Similar products 63

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 ↗

AAtlassianPublic · $48.2BOverlaps on agent orchestration, data analysis, knowledge retrieval and 2 more; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareGGlean (Glean Technologies)Private · $7.2BOverlaps on agent orchestration, knowledge retrieval, summarization and 1 more; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareNNiCEPublic · $6.5BDX AI and Copilot for Agents do comparable work on summarization; DX's scale not recorded.6 of 6 capabilitiesShared product typeCompareMMicrosoftPublic · $3.7TAI Code Insights and Observability in Foundry Control Plane both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; DX's scale not recorded.6 of 6 capabilitiesShared product typeCompareDDocusignPublic · $12.7BOverlaps on agent orchestration, data analysis, knowledge retrieval and 2 more; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareAAsanaPublic · $2.1BOverlaps on agent orchestration, knowledge retrieval, summarization and 1 more; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareIInception42PrivateDX AI and Insight do comparable work on summarization; scale not recorded for either.4 of 6 capabilitiesShared product typeCompareMMoveworksAcquiredDX AI and Moveworks Brief Me do comparable work on summarization; DX's scale not recorded; Moveworks is acquired, with no independent scale.5 of 6 capabilitiesShared product typeCompareZZendeskPrivate · $10.2BAI Code Insights and Zendesk Quality Assurance both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; DX's scale not recorded.6 of 6 capabilitiesShared product typeCompareFFreshworksPublic · $3.4BDX AI and Freddy AI Insights do comparable work on summarization; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareKKakaoPublic · $16BOverlaps on agent orchestration, summarization and workflow automation; DX's scale not recorded.3 of 6 capabilitiesShared product typeCompareHHubSpotPublic · $13BOverlaps on agent orchestration, data analysis, knowledge retrieval and 2 more; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareCConsensusPrivate · $45M raisedDX AI and Consensus do comparable work on summarization; DX's scale not recorded.2 of 6 capabilitiesShared product typeCompareDDropboxPublic · $7.8BDX AI and Dropbox Dash do comparable work on summarization; DX's scale not recorded.3 of 6 capabilitiesShared product typeCompareDDecagonPrivate · $4.5BAI Code Insights and Experiments both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareGGranolaPrivate · $1.5BDX AI and Granola Chat do comparable work on summarization; DX's scale not recorded.2 of 6 capabilitiesShared product typeCompareSSmartsheetPrivate · $8.4BDX AI and Smartsheet AI do comparable work on summarization; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareRRingCentralPublic · $2.3BDX AI and AI Conversation Expert (ACE) do comparable work on summarization; DX's scale not recorded.1 of 6 capabilitiesShared product typeCompareCClickUpPrivate · $4BDX AI and Brain² do comparable work on summarization; DX's scale not recorded; ships agent platform rather than the same layer.5 of 6 capabilitiesDifferent layerCompareYYellow.aiPrivateAI Code Insights and Analyze both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.4 of 6 capabilitiesShared product typeCompareSSlackPrivateDX AI and Slackbot do comparable work on summarization; scale not recorded for either.3 of 6 capabilitiesShared product typeCompareSSierraPrivate · $15.8BAI Code Insights and Insights both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareAAbridgePrivate · $5.3BDX AI and Abridge do comparable work on summarization; DX's scale not recorded.1 of 6 capabilitiesShared product typeCompareAHAmbience HealthcarePrivate · $1.3BDX AI and Ambience do comparable work on summarization; DX's scale not recorded.1 of 6 capabilitiesShared product typeCompareIMInsilico MedicinePublic · $4.3BDX AI and Science42: DORA do comparable work on summarization; DX's scale not recorded.5 of 6 capabilitiesShared product typeComparePPerplexityPrivate · $20.4BDX AI and Perplexity do comparable work on summarization; DX's scale not recorded.3 of 6 capabilitiesShared product typeCompareSSuperhumanPrivateDX AI and Grammarly do comparable work on summarization; scale not recorded for either.3 of 6 capabilitiesShared product typeCompareTBThe Browser CompanyPrivateDX AI and Dia do comparable work on summarization; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareSSiemensPublic · $244.7BOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareSSAPPublic · $256.3BOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareLLinagoraPrivateDX AI and LinTO do comparable work on summarization; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareSSalesforcePublic · $196.1BOverlaps on agent orchestration, data analysis, knowledge retrieval and 1 more; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareCCluelyPrivate · $15M raisedDX AI and Cluely do comparable work on summarization; DX's scale not recorded.1 of 6 capabilitiesShared product typeCompareEElicitPrivate · $100MDX AI and Elicit do comparable work on summarization; DX's scale not recorded; ships AI agent rather than the same layer.2 of 6 capabilitiesDifferent layerCompareWFWispr FlowPrivate · $2BDX AI and Wispr Flow Notetaker do comparable work on summarization; DX's scale not recorded.1 of 6 capabilitiesShared product typeComparePPegasystemsPublic · $6.1BOverlaps on agent orchestration, data analysis, knowledge retrieval and 1 more; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareIIBMPublic · $216.6BOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareFFathomAcquiredDX AI and Fathom do comparable work on summarization; DX's scale not recorded; Fathom is acquired, with no independent scale.1 of 6 capabilitiesShared product typeCompareBByteDancePrivateOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; scale not recorded for either.4 of 6 capabilitiesShared product typeCompareFFinAcquired ($3.6B deal)AI Code Insights and Fin Analyze both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; DX's scale not recorded; Fin is acquired, with no independent scale.4 of 6 capabilitiesShared product typeCompareAAlphabet (Google)Public · $4.2TOverlaps on agent orchestration, data analysis, evaluation and observability and 3 more; DX's scale not recorded.6 of 6 capabilitiesShared product typeCompareDDataikuPrivate · $3.7BOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; DX's scale not recorded; ships AI agent, agent platform and 2 more rather than the same layer.4 of 6 capabilitiesDifferent layerCompareITInvisible TechnologiesPrivate · $144M raisedOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; DX's scale not recorded; ships agent platform, data service and 1 more rather than the same layer.4 of 6 capabilitiesDifferent layerCompareUUiPathPublic · $7.2BOverlaps on agent orchestration, data analysis and workflow automation; DX's scale not recorded.3 of 6 capabilitiesShared product typeCompareAAutoGPTPrivateOverlaps on agent orchestration and workflow automation; scale not recorded for either; ships agent platform rather than the same layer.2 of 6 capabilitiesDifferent layerCompareZZapierPrivate · $5BOverlaps on agent orchestration, knowledge retrieval, summarization and 1 more; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareLLaunchpadPrivateOverlaps on agent orchestration and workflow automation; scale not recorded for either; ships platform rather than the same layer.2 of 6 capabilitiesDifferent layerCompareRARelevance AIPrivateOverlaps on agent orchestration and workflow automation; scale not recorded for either; ships agent platform rather than the same layer.2 of 6 capabilitiesDifferent layerCompareTTricentisPrivateOverlaps on agent orchestration and workflow automation; scale not recorded for either; ships agent platform rather than the same layer.2 of 6 capabilitiesDifferent layerCompareAAmazonPublic · $2.8TOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareAAccenturePublic · $111BOverlaps on agent orchestration, data analysis, knowledge retrieval and 1 more; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareMmonday.comPublic · $3.9BOverlaps on agent orchestration and workflow automation; DX's scale not recorded.2 of 6 capabilitiesShared product typeCompareUUniphorePrivate · $2.5BDX AI and Conversation Insights Agent do comparable work on summarization; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareLLightOnPublic · $29.6MDX AI and LightOn Enterprise do comparable work on summarization; DX's scale not recorded.2 of 6 capabilitiesShared product typeComparePPalantirPublic · $426.5BOverlaps on agent orchestration, data analysis and workflow automation; DX's scale not recorded; ships infrastructure service and platform rather than the same layer.3 of 6 capabilitiesDifferent layerCompareCMComet MLPrivate · $70M raisedAI Code Insights and Cost Intelligence both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; DX's scale not recorded.2 of 6 capabilitiesShared product typeCompareHHaptikAcquired ($112M deal)AI Code Insights and Haptik Agent Analytics both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; DX's scale not recorded; Haptik is acquired, with no independent scale.2 of 6 capabilitiesShared product typeCompareOOpenAIPrivate · $852BDX AI and ChatGPT do comparable work on summarization; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareCCiscoPublic · $433.3BDX AI and AI Assistant for Webex Contact Center do comparable work on summarization; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareMMercorPrivate · $20BAI Code Insights and Mercor Enterprise Evals both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; DX's scale not recorded; ships data service rather than the same layer.1 of 6 capabilitiesDifferent layerCompareDDatadogPublic · $84.9BOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; DX's scale not recorded.4 of 6 capabilitiesShared product typeCompareZZ.ai (Zhipu AI)Public · $58.6BDX AI and AMiner do comparable work on summarization; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompareEElasticPublic · $10.2BOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; DX's scale not recorded.5 of 6 capabilitiesShared product typeCompare

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

Checked — none published

Investors are named on the about page; no amount is stated anywhere on the site.

Valuation

Checked — none published

Atlassian disclosed no purchase price.

Employees

Not found · 4 Sep 2026

No headcount published.

Founded

Not found · 4 Sep 2026

The about page lists nine named investors and no founding year. UNFOUND, not absent.

Revenue

Checked — none published

Not published, and not broken out by Atlassian.

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