Data, analytics and decisions
Analyze data
- 1Human Behavior
- 2Userlens
- 3Waydev
38 products reviewedUpdated Oct 28
Industry
AI for technology and software
AI products with direct evidence of use in technology and software, mapped to the tasks they do and ranked where enough companies compete.
257 products187 companies63 tasks32 rankingsUpdated Oct 28, 2026
Rankings in technology and software. 32 rankings compare products built for this industry.
All 32 rankingsWorkflow and back office
Orchestrate workflows
- 1Content ProtectionMarqVision
- 2Hammerspace Data PlatformHammerspace
- 3DSR AutomationCyera
38 products reviewedUpdated Oct 28
Data, analytics and decisions
Integrate data
- 1Data PipelineStripe
- 2OEM / Embed Signal Data LicensingAutobound
- 3Hammerspace Data PlatformHammerspace
26 products reviewedUpdated Oct 28
Software engineering
Test software
- 1WebTesterArmy
- 2AI App TestingTesterArmy
- 3Expo App TestingTesterArmy
23 products reviewedUpdated Oct 28
Security, risk and trust
Evaluate AI systems
- 1NVIDIA NeMoNVIDIA
- 2EnterpriseMercor
- 3AI App TestingTesterArmy
22 products reviewedUpdated Oct 28
Software engineering
Monitor applications
- 1Human Behavior
- 2WebTesterArmy
- 3Lemma
21 products reviewedUpdated Oct 28
Data, analytics and decisions
Generate reports
- 1BookkeepingFondo
- 2Pipedrive CRMPipedrive
- 3Staircase AIGainsight
20 products reviewedUpdated Oct 28
Software engineering
Debug software
- 1Human Behavior
- 2Arize AXArize AI, Inc.
- 3Cross-client testingManufact, Inc.
16 products reviewedUpdated Oct 28
Knowledge, search and research
Answer domain questions
- 1Security Questionnaire AutomationConveyor
- 2Voice Agent APIAssemblyAI
- 3AI Knowledge BaseTribble
15 products reviewedUpdated Oct 28
Software engineering
Deploy software
- 1fal Serverlessfal
- 2KubernetesDigitalOcean
- 3SitesInsForge
12 products reviewedUpdated Oct 28
Workflow and back office
Update business systems
- 1Pipedrive CRMPipedrive
- 2Inbound AgentWarmly
- 3Alguna Revenue RecognitionAlguna
11 products reviewedUpdated Oct 28
Data, analytics and decisions
Analyze customer feedback
- 1AI-Moderated Research PlatformOutset
- 2Staircase AIGainsight
- 3CX IntelligenceAmplifAI
10 products reviewedUpdated Oct 28
Software engineering
Generate code
- 1CloudCosine
- 2Human Behavior
- 3NovusPendo
10 products reviewedUpdated Oct 28
Content and creative
Generate videos
- 1Pictory Video APIPictory.ai
- 2AI Video GeneratorAISEO
- 3Clueso AgentClueso
9 products reviewedUpdated Oct 28
Software engineering
Build applications
- 1AI GeneratorsTaskade
- 2B12
- 3Human Behavior
8 products reviewedUpdated Oct 28
Content and creative
Personalize content
- 1Userlens
- 2Ad StudioHightouch
- 3Superwall
7 products reviewedUpdated Oct 28
Knowledge, search and research
Identify sales prospects
- 1RocketSDR
- 2OEM / Embed Signal Data LicensingAutobound
- 3ZoomInfo GTM StudioZoomInfo
6 products reviewedUpdated Oct 28
Security, risk and trust
Monitor compliance
- 1TrustCloudTrustCloud Corporation
- 2BSI C5 complianceVanta
- 3Core ApplicationsAnecdotes
6 products reviewedUpdated Oct 28
Documents and records
Process invoices
- 1Usage-Based BillingLedgerUp
- 2Acronis PSAAcronis
- 3AR SoftwareLedgerUp
6 products reviewedUpdated Oct 28
Documents and records
Fill forms
- 1Questionnaire AutomationSkypher, Inc.
- 2AI Security QuestionnairesScytale
- 3Security Questionnaire AutomationConveyor
5 products reviewedUpdated Oct 28
Content and creative
Optimize search visibility
- 1Texta AI
- 2Agent ExperienceThe Prompting Company, Inc.
- 3AthenaHQ PlatformAthenaHQ
5 products reviewedUpdated Oct 28
Data, analytics and decisions
Clean data
- 1Mailgun ValidateMailgun
- 2Atomic Mail VerifierAtomPark Software
- 3NVIDIA NeMoNVIDIA
4 products reviewedUpdated Oct 28
Security, risk and trust
Collect audit evidence
- 1Access ControlCoram AI
- 2BSI C5 complianceVanta
- 3cyDataCentercynapse.ai
4 products reviewedUpdated Oct 28
Data, analytics and decisions
Manage advertising campaigns
- 1AppSamurai DSPAppSamurai
- 2Sprites
- 3Unity AdsUnity Technologies
4 products reviewedUpdated Oct 28
Workflow and back office
Manage approvals
- 1CDKk-ID
- 2Family Connectk-ID
- 3PlanspacesScott AI
4 products reviewedUpdated Oct 28
Security, risk and trust
Prevent data loss
- 1Data LineageStrac
- 2Endpoint DLPStrac
- 3Generative AI DLPStrac
4 products reviewedUpdated Oct 28
Knowledge, search and research
Search company knowledge
- 1AI Knowledge BaseTribble
- 2In-Product Agentkapa.ai
- 3Pryon Embedded IntelligencePryon Inc.
4 products reviewedUpdated Oct 28
Security, risk and trust
Detect threats
- 1Digital.ai Application SecurityDigital.ai
- 2ApexArya AI
- 3Sift PlatformSift
3 products reviewedUpdated Oct 28
Content and creative
Generate images
- 1tday
- 2Icon GeneratorLogoAI
- 3IconifyAI AI Icon GeneratorIconify AI
3 products reviewedUpdated Oct 28
Content and creative
Generate voiceovers
- 1Text to Speech APIListnr AI
- 2Voice CloneMyVocal AI
- 3WellSaid Product & AppsWellSaid
3 products reviewedUpdated Oct 28
Content and creative
Localize content
- 1Rask AI
- 2Quetzal PlatformQuetzal
- 3Clueso AgentClueso
3 products reviewedUpdated Oct 28
Content and creative
Translate content
- 1Cuckoo
- 2Quetzal PlatformQuetzal
- 3Rask AI
3 products reviewedUpdated Oct 28
Products
Industry
Task
257 products in technology and software
Human Behavior
#1 in Analyze dataOrchestrate workflowsMonitor applicationsDebug software3 more
Pipedrive CRM by Pipedrive
#1 in Update business systemsGenerate reportsPersonalize contentFill forms
tday
#1 in Generate imagesOrchestrate workflowsGenerate videosManage approvals
Usage-Based Billing by LedgerUp
#1 in Process invoicesOrchestrate workflowsIntegrate dataUpdate business systems
Security Questionnaire Automation by Conveyor
#1 in Answer domain questionsOrchestrate workflowsFill forms
Userlens
#1 in Personalize contentAnalyze dataForecast business outcomes
AI Knowledge Base by Tribble
#1 in Search company knowledgeAnswer domain questions
CDK by k-ID
#1 in Manage approvalsOrchestrate workflows
Cloud by Cosine
#1 in Generate codeOrchestrate workflows
NVIDIA NeMo by NVIDIA
#1 in Evaluate AI systemsClean data
Rask AI
Rask AI documents translation and dubbing of video through its application and API.
#1 in Localize contentTranslate content
TrustCloud by TrustCloud Corporation
#1 in Monitor complianceFill forms
Web by TesterArmy
#1 in Test softwareMonitor applications
Access Control by Coram AI
AI Generators by Taskade
AppSamurai DSP by AppSamurai
Bookkeeping by Fondo
Content Protection by MarqVision
Cuckoo
Snowflake and Weights & Biases are named users of Cuckoo’s live translation for technical communities and events.
Showing 20 of 257
Every task in technology and software
- Analyze calls1
- Analyze customer feedbackRanked10
- Analyze dataRanked38
- Annotate training data3
- Answer domain questionsRanked15
- Assess third parties1
- Build applicationsRanked8
- Clean dataRanked4
- Coach call agents1
- Collect audit evidenceRanked4
- Collect overdue payments2
- Debug softwareRanked16
- Deploy softwareRanked12
- Design brand assets1
- Detect threatsRanked3
- Discover sensitive data1
- Document code2
- Draft documents1
- Draft emails1
- Edit videos1
- Enforce AI guardrails3
- Evaluate AI systemsRanked22
- Extract document data1
- Fill formsRanked5
- Find security vulnerabilities3
- Forecast business outcomes3
- Generate codeRanked10
- Generate imagesRanked3
- Generate reportsRanked20
- Generate videosRanked9
- Generate voiceoversRanked3
- Identify sales prospectsRanked6
- Integrate dataRanked26
- Investigate cases1
- Localize contentRanked3
- Manage advertising campaignsRanked4
- Manage approvalsRanked4
- Map attack surfaces1
- Monitor applicationsRanked21
- Monitor complianceRanked6
- Onboard customers4
- Optimize prices1
- Optimize search visibilityRanked5
- Orchestrate workflowsRanked38
- Personalize contentRanked7
- Prevent data lossRanked4
- Process invoicesRanked6
- Provide written support8
- Query data1
- Recommend next actions3
- Reconcile transactions3
- Remediate vulnerabilities1
- Research legal questions1
- Research markets2
- Resolve incidents1
- Search company knowledgeRanked4
- Source job candidates2
- Test softwareRanked23
- Translate contentRanked3
- Tutor learners1
- Update business systemsRanked11
- Verify documents1
- Write content2