2026技术趋势

±CBINSIGHTS PredictiveIntelligenceonPrivate Companies Nov2023WithCBInsights,youseeyournextmove-firstRaredata straightfrom companies building thefuturePowerfulAlthatautomatestheanalysisygrowin Access 10 days offree predictive intelligencefor private markets today /Runscoutingreportswithfull SwoTanalysesonmorethan10M companies / Ask ChatCBl what your next strategic move should beGet personalized insights on how to react to market shifts Start free trial Table of Contents Enterprise & work Industrial & national infrastructure Al agents make ROl a moving target9The back office runs itself15 Data centers become grid assets60Sovereign Al creates regional Al ecosystems66The commercial space race enters a new era73Defense Al startups mobilize for mass production81 Private becomes the new public21Stablecoins go corporate28The storefront disappears35 Physical AI & robotics Al learns how the physical world works88Robots learn to work together95 Health & bio Healthcare puts voice Al to the test41Pharma's path to self-driving labs47The unbundling of employer health plans53 Did we hit the mark? Rating our 2025 tech trends reportpublished11/19/2024) Did we hit the mark? Rating our 2025 tech trends (reportpublished11/19/2024) CB Insights Predictive Intelligence behaviorto show where innovation,capital,and customermomentum aremoving next Enterprise& work Enterprise & work Al agents make ROla moving target Newtoolshelpcompanieskeepup withhowagentimpactactuallyshowsup ENTERPRISE &WORK Cost savings and time tracking dominate early Al agentmeasurement efforts Organizations track efficiency metrics while revenue impact remains difficult to quantify Leading KPls used totrack Al agent success WhatKPlsdoyoutrackforA/agentsuccess?Selectallthat apply. ENTERPRISEWORK Vendors have an opening to define agent ROl frameworks Withdeployments in the early stages, organizations still rely on informal,anecdotal assessment approaches "At present [ROl] is being monitored atboard level, where they are tracking spendon Al agents. How the effectiveness isbeing measured then filters up, but is notaprecisescienceandfullytrackedasyet." We are still struggling with this[measuring Al agent ROi] seems to be amajor issue for all of these tools." Directorof Information Security,S1Brevenuemedia&entertainmentcompany VPofApplicationDevelopment,Fortune500finserv company ENTERPRISE&WORK Software engineering analytics platforms establishmeasurement approaches in coding Companieslike Span movetoprovide clearwaysto measure agentic Alimpact across software engineering workflowsa leading area of Al agent usage and spend 11/17/2025 SeriesA Span targets Al code measurement as engineeringteams navigate development transformation Softwareengineeringanalyticsplatforms Spanlaunchedspan-detect-1inSeptember2025,aproprietarymodelthatdetectsAl-generatedcodeatthechunklevel andtracks itthroughthe developmentlifecycle,differentiating from competitors that rely onvendordataorsurveys s25MinSeries Afunding will deepencapabilitiesformeasuringROl of Al-augmenteddevelopment and buildtoward answering complex engineering questions inseconds rather than days. ENTERPRISE & WORK While process intelligence platforms evolve to tacklemeasurement across enterprise workflows New breed of solutions help enterprises identify agentic automation opportunities, track investments, andquantifyimpactbeyondengineeringteams Workhelix Workhelix Scouting Report Key takeaways . Elite Al investor backing: The company securedS15.3MSeries Afromtop-tierinvestorsincludingReidHoffman, Yann LeCun, Jeff Dean, and Mira Murati,signaling validation of its approach to enterprise Almeasurementandoptimization .Strategic Accenture integration: Integration withAccentureLearnVantageandparticipationinProjectSpotlight provides direct access to enterprise clientsstruggling withAlROlmeasurement ENTERPRISE&WORK Billing platforms emerge to help companies monetize Al agentactivity Vendors experiment with pricing models (usage-based, outcome-based, and hybrid) as agent monetizationapproachesremainunsettled m paid Scouting Report Valuation$100MTotal Raised $32.4M paid.aiEngland,UnitedKingdomFoundedin2024Seed vCIAlive Paid builds billing infrastructureforAlagents,enablingoutcome-based pricingmodels as companiesmoveawayfromtraditional seat-based SaaS pricing. Enterprise &work The back officeruns itself Enterprisesmovefromtool-assistedworkto autonomous execution in core operationalworkflows ENTERPRISE WORK Agent platforms have crossed from pilots to production As Al agent companiesreach deployment maturity,enterprises begin automating routine operational work ratherthanexperimentingwithcopilots ENTERPRISE&WORK FinancialServices Financial servicespulls ahead in Alagent deployment 118 relationships21%share The industry's document-heavy,rulesbased workflows make it an ideal provingground for autonomous systems Industrials106relationships19% share Track1,900+Alagent