Image of colorful interconnected swirls

Scaling AI agents with trustworthy data

The new MIT Technology Review Insights report, in partnership with Google Cloud, reveals how data leaders are building trustworthy, scalable foundations for agentic AI

Get the report

First name
Last name
Business email
Calling Code
  • (+1)
Business phone
Job title
Company name
  • Afghanistan
  • Albania
  • Algeria
  • American Samoa
  • Andorra
  • Angola
  • Anguilla
  • Antarctica
  • Antigua & Barbuda
  • Argentina
  • Armenia
  • Aruba
  • Ascension Island
  • Australia
  • Austria
  • Azerbaijan
  • Bahamas
  • Bahrain
  • Bangladesh
  • Barbados
  • Belarus
  • Belgium
  • Belize
  • Benin
  • Bermuda
  • Bhutan
  • Bolivia
  • Bosnia & Herzegovina
  • Botswana
  • Bouvet Island
  • Brazil
  • British Indian Ocean Territory
  • British Virgin Islands
  • Brunei
  • Bulgaria
  • Burkina Faso
  • Burundi
  • Cambodia
  • Cameroon
  • Canada
  • Cape Verde
  • Cayman Islands
  • Central African Republic
  • Chad
  • Chile
  • China
  • Christmas Island
  • Cocos (Keeling) Islands
  • Colombia
  • Comoros
  • Congo - Brazzaville
  • Congo - Kinshasa
  • Cook Islands
  • Costa Rica
  • Croatia
  • Curaçao
  • Cyprus
  • Czechia
  • Côte d’Ivoire
  • Denmark
  • Djibouti
  • Dominica
  • Dominican Republic
  • Ecuador
  • Egypt
  • El Salvador
  • Equatorial Guinea
  • Eritrea
  • Estonia
  • Eswatini
  • Ethiopia
  • Falkland Islands (Islas Malvinas)
  • Faroe Islands
  • Fiji
  • Finland
  • France
  • French Guiana
  • French Polynesia
  • French Southern Territories
  • Gabon
  • Gambia
  • Georgia
  • Germany
  • Ghana
  • Gibraltar
  • Greece
  • Greenland
  • Grenada
  • Guadeloupe
  • Guam
  • Guatemala
  • Guinea
  • Guinea-Bissau
  • Guyana
  • Haiti
  • Heard & McDonald Islands
  • Honduras
  • Hong Kong
  • Hungary
  • Iceland
  • India
  • Indonesia
  • Iraq
  • Ireland
  • Israel
  • Italy
  • Jamaica
  • Japan
  • Jordan
  • Kazakhstan
  • Kenya
  • Kiribati
  • Kuwait
  • Kyrgyzstan
  • Laos
  • Latvia
  • Lebanon
  • Lesotho
  • Liberia
  • Libya
  • Liechtenstein
  • Lithuania
  • Luxembourg
  • Macao
  • Madagascar
  • Malawi
  • Malaysia
  • Maldives
  • Mali
  • Malta
  • Marshall Islands
  • Martinique
  • Mauritania
  • Mauritius
  • Mayotte
  • Mexico
  • Micronesia
  • Moldova
  • Monaco
  • Mongolia
  • Montenegro
  • Montserrat
  • Morocco
  • Mozambique
  • Myanmar (Burma)
  • Namibia
  • Nauru
  • Nepal
  • Netherlands
  • New Caledonia
  • New Zealand
  • Nicaragua
  • Niger
  • Nigeria
  • Niue
  • Norfolk Island
  • North Macedonia
  • Northern Mariana Islands
  • Norway
  • Oman
  • Pakistan
  • Palau
  • Palestine
  • Panama
  • Papua New Guinea
  • Paraguay
  • Peru
  • Philippines
  • Pitcairn Islands
  • Poland
  • Portugal
  • Puerto Rico
  • Qatar
  • Romania
  • Russia
  • Rwanda
  • Réunion
  • Samoa
  • San Marino
  • Saudi Arabia
  • Senegal
  • Serbia
  • Seychelles
  • Sierra Leone
  • Singapore
  • Sint Maarten
  • Slovakia
  • Slovenia
  • Solomon Islands
  • Somalia
  • South Africa
  • South Georgia & South Sandwich Islands
  • South Korea
  • South Sudan
  • Spain
  • Sri Lanka
  • St. Barthélemy
  • St. Helena
  • St. Kitts & Nevis
  • St. Lucia
  • St. Martin
  • St. Pierre & Miquelon
  • St. Vincent & Grenadines
  • Suriname
  • Svalbard & Jan Mayen
  • Sweden
  • Switzerland
  • São Tomé & Príncipe
  • Taiwan
  • Tajikistan
  • Tanzania
  • Thailand
  • Timor-Leste
  • Togo
  • Tokelau
  • Tonga
  • Trinidad & Tobago
  • Tunisia
  • Turkmenistan
  • Turks & Caicos Islands
  • Tuvalu
  • Türkiye
  • U.S. Outlying Islands
  • U.S. Virgin Islands
  • Uganda
  • Ukraine
  • United Arab Emirates
  • United Kingdom
  • United States
  • Uruguay
  • Uzbekistan
  • Vanuatu
  • Vatican City
  • Venezuela
  • Vietnam
  • Wallis & Futuna
  • Western Sahara
  • Yemen
  • Zambia
  • Zimbabwe
  • Alabama
  • Alaska
  • American Samoa
  • Arizona
  • Arkansas
  • Armed Forces America
  • Armed Forces Europe
  • Armed Forces Pacific
  • California
  • Colorado
  • Connecticut
  • Delaware
  • District of Columbia
  • Florida
  • Georgia
  • Guam
  • Hawaii
  • Idaho
  • Illinois
  • Indiana
  • Iowa
  • Kansas
  • Kentucky
  • Louisiana
  • Maine
  • Maryland
  • Massachusetts
  • Michigan
  • Minnesota
  • Mississippi
  • Missouri
  • Montana
  • Nebraska
  • Nevada
  • New Hampshire
  • New Jersey
  • New Mexico
  • New York
  • North Carolina
  • North Dakota
  • Northern Mariana Islands
  • Ohio
  • Oklahoma
  • Oregon
  • Palau
  • Pennsylvania
  • Puerto Rico
  • Rhode Island
  • South Carolina
  • South Dakota
  • Tennessee
  • Texas
  • United States Minor Outlying Islands
  • US Virgin Islands
  • Utah
  • Vermont
  • Virginia
  • Washington
  • West Virginia
  • Wisconsin
  • Wyoming
  • Advertising & Marketing
  • Agriculture
  • AI - Generative
  • Automotive
  • Consumer Packaged Goods
  • Education
  • Electrical & Electronics
  • Energy & Utilities
  • Financial Services
  • Food, Beverage & Restaurants
  • Gaming
  • Government
  • Healthcare & Life Sciences
  • Logistics
  • Manufacturing
  • Manufacturing & Industrial
  • Media & Entertainment
  • Non-Profit
  • Other
  • Professional & Business Services
  • Public Sector & EDU
  • Retail & Consumer
  • Retail & Wholesale
  • Technology
  • Telecommunications
  • Telecommunications, Media & Gaming
  • Tourism & Leisure
  • Web3
Sign me up to receive news, product updates, event information, and special offers about Google Cloud from Google.

I understand my personal data will be processed in accordance with Google's Privacy Policy.

While more than two out of every three organizations plan to deploy AI agents widely within two years, a major data bottleneck is holding them back: AI today can only access an average of 45% of enterprise data.

In this global research study, MIT Technology Review Insights analyzes the gaps that many organizations still face in getting their data ready for AI, as well as making sure those AI systems can reliably access the information they need to achieve real-time, trusted action across the enterprise. The report also identifies key areas where organizations are deploying AI agents and finds that companies with AI-ready data systems are achieving the strongest results, offering a clear blueprint for others to follow.

  • Over half (55%) of executives confirm that their current data systems actively prevent them from scaling agentic AI across their enterprise.

  • Organizations giving AI agents >70% data access ("Data leaders") achieve stronger results and scale more easily than those with <30% access ("Data laggards").

  • For data leaders, the trust gap effectively vanishes – 100% report "consistently" or "mostly accurate" AI agent decisions.

  • The report details the primary initiatives leaders prioritize, including improving all data access and enhancing governance with business context.

Scaling AI agents with trustworthy data report

Hear directly from engineering and technology leaders at Shopify, Deutsche Telekom, and HCA Healthcare on how they’ve modernized their data platforms to support autonomous, real-time AI.

Get the report for a deeper look into the survey findings.

Google Cloud