{"id":35757,"topic":"ai","source":"Inside Public Accounting","title":"IPA Data Dive: AI Spending Is Rising While Measurable Results Lag - Inside Public Accounting","url":"https://insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","url_hash":"9923b40618e5350157e94fe41eb1625414508c72","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMisAFBVV95cUxQaVlXZENzR1hYdGVMZlNQWFhLXzJ4cXhQSUtkWGpielpveDRkN2V4eDlBSVBMbDVBcnFkWTlBNUVXaHMyX2xGdUZYWU9OcG5abnBzMkxtb3BBVUhZSFh3V0l3b2xfMjgtcUxxa1VCbWs2RC01NTM3N1BESG1OdWYydEZydXc1NlcxT1BOOS1MME9ScUZOZWZIdnhtc3BPTXB4QkcxdmkzYmc4RF8wNm5fNw?oc=5\" target=\"_blank\">IPA Data Dive: AI Spending Is Rising While Measurable Results Lag</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Inside Public Accounting</font>","content":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.\nEarly data from IPA’s 2026 Information Technology Survey suggests confidence in AI remains high. More than 70% of respondents report increasing their AI budgets over the past year, and a majority are actively implementing or refining AI initiatives across their firms.\nAt the same time, the data reveals a gap between investment and results. Among firms responding so far, 44% report no measurable impact from their AI efforts.\nThat figure should not be interpreted as evidence that AI isn’t working. New technologies often require changes to workflows, training and firm culture before meaningful gains become apparent. Still, it suggests many firms are investing ahead of demonstrated returns.\nAs AI adoption becomes more widespread, the challenge may not be deciding whether to invest but how success should be measured and how AI can deliver measurable improvements in efficiency, service delivery and firm performance.\nFor now, the survey points to a profession in transition. Firms continue to expand AI adoption and increase spending, but many are still working to translate that investment into tangible business outcomes.\nAI is just one of several trends reshaping the profession. The June edition of IPA Insights explores what the latest data reveals about succession planning, niche specialization, technology investment and other strategic issues facing accounting firms.\nPurchase the full report here: https://form.jotform.com/253235687892168.","image_url":"https://insidepublicaccounting.com/wp-content/uploads/2026/07/AdobeStock_1881479967.jpeg","lang":"en","published_at":"2026-07-13T21:53:39+00:00","fetched_at":"2026-07-13T22:15:05+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1634 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1634,"summary_length":177,"usable_text_length":1634,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1634,"summary_length":177}},"news_item":{"id":35757,"canonical_url":"https://insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","source_url":"https://insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","title":"IPA Data Dive: AI Spending Is Rising While Measurable Results Lag - Inside Public Accounting","source_name":"Inside Public Accounting","author":null,"published_at":"2026-07-13T21:53:39+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMisAFBVV95cUxQaVlXZENzR1hYdGVMZlNQWFhLXzJ4cXhQSUtkWGpielpveDRkN2V4eDlBSVBMbDVBcnFkWTlBNUVXaHMyX2xGdUZYWU9OcG5abnBzMkxtb3BBVUhZSFh3V0l3b2xfMjgtcUxxa1VCbWs2RC01NTM3N1BESG1OdWYydEZydXc1NlcxT1BOOS1MME9ScUZOZWZIdnhtc3BPTXB4QkcxdmkzYmc4RF8wNm5fNw?oc=5\" target=\"_blank\">IPA Data Dive: AI Spending Is Rising While Measurable Results Lag</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Inside Public Accounting</font>","full_text":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.\nEarly data from IPA’s 2026 Information Technology Survey suggests confidence in AI remains high. More than 70% of respondents report increasing their AI budgets over the past year, and a majority are actively implementing or refining AI initiatives across their firms.\nAt the same time, the data reveals a gap between investment and results. Among firms responding so far, 44% report no measurable impact from their AI efforts.\nThat figure should not be interpreted as evidence that AI isn’t working. New technologies often require changes to workflows, training and firm culture before meaningful gains become apparent. Still, it suggests many firms are investing ahead of demonstrated returns.\nAs AI adoption becomes more widespread, the challenge may not be deciding whether to invest but how success should be measured and how AI can deliver measurable improvements in efficiency, service delivery and firm performance.\nFor now, the survey points to a profession in transition. Firms continue to expand AI adoption and increase spending, but many are still working to translate that investment into tangible business outcomes.\nAI is just one of several trends reshaping the profession. The June edition of IPA Insights explores what the latest data reveals about succession planning, niche specialization, technology investment and other strategic issues facing accounting firms.\nPurchase the full report here: https://form.jotform.com/253235687892168.","excerpt":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1634 characters.","diagnostics_url":"/api/diagnose?url=https%3A//insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1634 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1634,"summary_length":177,"usable_text_length":1634,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1634,"summary_length":177}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"IPA Data Dive: AI Spending Is Rising While Measurable Results Lag - Inside Public Accounting","url":"https://insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","summary":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.","source":"Inside Public Accounting","date":"2026-07-13T21:53:39+00:00","content":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.\nEarly data from IPA’s 2026 Information Technology Survey suggests confidence in AI remains high. More than 70% of respondents report increasing their AI budgets over the past year, and a majority are actively implementing or refining AI initiatives across their firms.\nAt the same time, the data reveals a gap between investment and results. Among firms responding so far, 44% report no measurable impact from their AI efforts.\nThat figure should not be interpreted as evidence that AI isn’t working. New technologies often require changes to workflows, training and firm culture before meaningful gains become apparent. Still, it suggests many firms are investing ahead of demonstrated returns.\nAs AI adoption becomes more widespread, the challenge may not be deciding whether to invest but how success should be measured and how AI can deliver measurable improvements in efficiency, service delivery and firm performance.\nFor now, the survey points to a profession in transition. Firms continue to expand AI adoption and increase spending, but many are still working to translate that investment into tangible business outcomes.\nAI is just one of several trends reshaping the profession. The June edition of IPA Insights explores what the latest data reveals about succession planning, niche specialization, technology investment and other strategic issues facing accounting firms.\nPurchase the full report here: https://form.jotform.com/253235687892168.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1634 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1634 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1634,"summary_length":177,"usable_text_length":1634,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1634,"summary_length":177}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/35757","export_markdown":"/api/items/35757/export?format=markdown","export_json":"/api/items/35757/export?format=json","diagnose":"/api/diagnose?url=https%3A//insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/"},"formats":{"full":{"id":35757,"title":"IPA Data Dive: AI Spending Is Rising While Measurable Results Lag - Inside Public Accounting","url":"https://insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","source":"Inside Public Accounting","author":null,"published_at":"2026-07-13T21:53:39+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.","full_text":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.\nEarly data from IPA’s 2026 Information Technology Survey suggests confidence in AI remains high. More than 70% of respondents report increasing their AI budgets over the past year, and a majority are actively implementing or refining AI initiatives across their firms.\nAt the same time, the data reveals a gap between investment and results. Among firms responding so far, 44% report no measurable impact from their AI efforts.\nThat figure should not be interpreted as evidence that AI isn’t working. New technologies often require changes to workflows, training and firm culture before meaningful gains become apparent. Still, it suggests many firms are investing ahead of demonstrated returns.\nAs AI adoption becomes more widespread, the challenge may not be deciding whether to invest but how success should be measured and how AI can deliver measurable improvements in efficiency, service delivery and firm performance.\nFor now, the survey points to a profession in transition. Firms continue to expand AI adoption and increase spending, but many are still working to translate that investment into tangible business outcomes.\nAI is just one of several trends reshaping the profession. The June edition of IPA Insights explores what the latest data reveals about succession planning, niche specialization, technology investment and other strategic issues facing accounting firms.\nPurchase the full report here: https://form.jotform.com/253235687892168.","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1634 characters.","diagnostics_url":"/api/diagnose?url=https%3A//insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1634 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1634,"summary_length":177,"usable_text_length":1634,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1634,"summary_length":177}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1634 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1634,"summary_length":177,"usable_text_length":1634,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1634,"summary_length":177}},"actions":{"read":"/item/35757","export_markdown":"/api/items/35757/export?format=markdown","export_json":"/api/items/35757/export?format=json","diagnose":"/api/diagnose?url=https%3A//insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/"}},"digest":{"id":35757,"title":"IPA Data Dive: AI Spending Is Rising While Measurable Results Lag - Inside Public Accounting","url":"https://insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","source":"Inside Public Accounting","topic":"ai","published_at":"2026-07-13T21:53:39+00:00","excerpt":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 1634 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"IPA Data Dive: AI Spending Is Rising While Measurable Results Lag - Inside Public Accounting","subtitle":"Inside Public Accounting · 2026-07-13","summary":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.","badges":["quality:high"],"links":{"read":"/item/35757","original":"https://insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","diagnose":"/api/diagnose?url=https%3A//insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/"},"quality_warning":null},"export":{"title":"IPA Data Dive: AI Spending Is Rising While Measurable Results Lag - Inside Public Accounting","url":"https://insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","summary":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.","source":"Inside Public Accounting","date":"2026-07-13T21:53:39+00:00","content":"The accounting profession has largely moved beyond asking whether artificial intelligence (AI) matters. Now firms are looking for evidence that their investments are paying off.\nEarly data from IPA’s 2026 Information Technology Survey suggests confidence in AI remains high. More than 70% of respondents report increasing their AI budgets over the past year, and a majority are actively implementing or refining AI initiatives across their firms.\nAt the same time, the data reveals a gap between investment and results. Among firms responding so far, 44% report no measurable impact from their AI efforts.\nThat figure should not be interpreted as evidence that AI isn’t working. New technologies often require changes to workflows, training and firm culture before meaningful gains become apparent. Still, it suggests many firms are investing ahead of demonstrated returns.\nAs AI adoption becomes more widespread, the challenge may not be deciding whether to invest but how success should be measured and how AI can deliver measurable improvements in efficiency, service delivery and firm performance.\nFor now, the survey points to a profession in transition. Firms continue to expand AI adoption and increase spending, but many are still working to translate that investment into tangible business outcomes.\nAI is just one of several trends reshaping the profession. The June edition of IPA Insights explores what the latest data reveals about succession planning, niche specialization, technology investment and other strategic issues facing accounting firms.\nPurchase the full report here: https://form.jotform.com/253235687892168.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//insidepublicaccounting.com/2026/07/13/ipa-data-dive-ai-spending-is-rising-while-measurable-results-lag/","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1634 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1634 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1634,"summary_length":177,"usable_text_length":1634,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1634,"summary_length":177}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}