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EDC INSIGHTS

What enterprise leaders are seeing before it becomes consensus.

EDC Insights turns protected executive exchange into validated, useful intelligence. We identify recurring signals, test them across relevant leaders and publish only at the level of attribution participants have approved.

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Published intelligence

EXECUTIVE PULSE · CAPABILITIES

Capabilities in Production

Current production solutions are lead by chat assistants, copilots, code generation, RAG and document extraction

Which AI capabilities are actually running in your organization today?

  • Chat assistants / copilots90.9%
  • Code generation81.8%
  • Retrieval-augmented generation72.7%
  • Document extraction63.6%
  • Predictive analytics45.5%
  • Fine-tuned / custom models45.5%
  • Voice / transcription36.4%
  • Multi-step agents36.4%
  • Image or video generation0%
  • None yet in production0%

Percent of respondents · Multi-select

EXECUTIVE PULSE · RISK

Top Risk Concerns

Privacy, accuracy and regulatory compliance dominate current board and executive concern.

Which risks worry your board or executive committee most right now?

  • Data leakage / privacy72.7%
  • Hallucination / accuracy63.6%
  • Regulatory compliance63.6%
  • Bias & fairness18.2%
  • Security & prompt injection18.2%
  • Cost overruns18.2%
  • IP / copyright9.1%
  • Vendor lock-in9.1%
  • Workforce impact9.1%
  • Explainability0%

Percent of respondents · Multi-select

EXECUTIVE PULSE · PRIORITY

Priority Integrations

Data warehouses, data lakes and document repository lead in priority of integrations

Which enterprise systems most need AI integration in the next 12 months?

  • Data warehouse / lake72.7%
  • Document repository63.6%
  • Ticketing / support36.4%
  • CRM27.3%
  • Email & calendar27.3%
  • Custom internal APIs27.3%
  • ERP / finance9.1%
  • Teams / Slack0%
  • None right now0%

EXECUTIVE PULSE · OPERATIONS

Human-in-the-loop Stance

Humans take responsibility for outputs

Where does your organization sit on the autonomy spectrum today?

  • Human reviews every output63.6%
  • Human reviews only exceptions27.3%
  • AI drafts, humans do everything else9.1%
  • AI acts autonomously, audited after0%
  • Fully autonomous, minimal oversight0%

Percent of respondents · Multi-select

What EDC publishes

Executive Pulse

Fast, focused validation of one active question. Shows sample, roles, field dates and confidence limitations.

EDC Brief

A concise synthesis of an emerging issue, operating pattern or decision framework.

Benchmark

An anonymized comparison of practices, maturity or priorities. Includes methodology and sample definition.

Council Perspective

A reviewed summary of council thinking. It is not attributed to individual members unless expressly approved.

Decision Tool

A checklist, question set, scorecard, map or framework designed for direct executive use.

Partner Field Note

A clearly disclosed partner-supported perspective that remains subject to EDC editorial and trust standards.

Signal is only valuable when the method is visible.

EDC distinguishes direct executive observation, repeated pattern, validated finding and editorial interpretation. Each published item states the source type, validation window, attribution rule and material limitations.

Review the EDC Methodology

Access levels

  • Public - insight summaries, selected frameworks, session recaps, trust and methodology content
  • Work-email registration - full briefs, benchmark previews and downloadable decision tools
  • Member or partner - detailed benchmarks, segment intelligence, full council artifacts and private briefings
  • Never gated - the Trust Center, methodology, legal pages and basic program information

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Validated patterns from council discussion, written for enterprise decisions. Sent only when there is something worth sending.