The diagnostic
no single tool
can see.

DAC reads 54+ tools. Connected adapters, public surfaces, calibrated cohort. Here's the substrate.

DAC reads across your whole stack and computes cross-source diagnostics you cannot get from any one provider. 11 tools connected. 18 of 27 dimensions lit. Every tool you add compounds the score.

• high

  Delivery Velocity

  8/45 signals·3 providers
  Add next: ai_commit, asana_task_completed
• medium

  Adoption Expansion

  3/24 signals·2 providers
  Add next: amplitude_cohort_size, amplitude_retention
• medium

  Design Dev Handoff

  2/4 signals·1 providers
  Add next: design_system_usage, figma_comment_activity
• medium

  Experience Design

  3/18 signals·2 providers
  Add next: amplitude_funnel, datadog_rum_vitals
• medium

  Feedback Loop Quality

  2/25 signals·2 providers
  Add next: canny_post, datadog_rum_vitals
• medium

  Product Analytics

  2/13 signals·1 providers
  Add next: amplitude_event, amplitude_funnel
• medium

  Prototyping Speed

  1/3 signals·1 providers
  Add next: figma_activity_log, figma_branch_usage
• medium

  Reliability Resilience

  3/20 signals·2 providers
  Add next: datadog_ci_test_health, datadog_error_rate
• medium

  Security Compliance

  1/5 signals·1 providers
  Add next: datadog_security_signals, github_branch_protection
• medium

  Team Orchestration

  4/38 signals·2 providers
  Add next: confluence_comment_activity, cross_project_work
• low

  Architecture Systems

  1/13 signals·1 providers
  Add next: cross_project_work, datadog_apm_latency
• low

  Competitive Positioning

  1/17 signals·1 providers
  Add next: attio_pipeline_velocity, deal_outcome
• low

  Customer Signal Synthesis

  2/36 signals·1 providers
  Add next: canny_board_summary, canny_post
• low

  Data Strategy Flywheel

  1/14 signals·1 providers
  Add next: amplitude_event, amplitude_retention
• low

  Knowledge Management

  2/22 signals·1 providers
  Add next: chatprd_template_usage, confluence_comment_activity
• low

  Pricing Packaging

  1/8 signals·1 providers
  Add next: amplitude_revenue_ltv, orb_subscription_cost
• low

  Quality Experimentation

  1/29 signals·1 providers
  Add next: braintrust_eval_score, braintrust_eval_trend
• low

  Spec Context Quality

  1/8 signals·1 providers
  Add next: ai_commit, chatprd_doc_quality
• missing

  Build Vs Buy

  0/4 signals·0 providers
  Add next: ai_commit, engineering_allocation
• missing

  Cost Token Economics

  0/11 signals·0 providers
  Add next: aws_daily_total, aws_service_cost
• missing

  Decision Quality

  0/6 signals·0 providers
  Add next: canceled_work, jpd_impact_vs_effort
• missing

  Launch Execution

  0/6 signals·0 providers
  Add next: hubspot_campaign, hubspot_meeting_outcome
• missing

  Market Intelligence

  0/8 signals·0 providers
  Add next: attio_contact_enrichment, customer_signal
• missing

  Positioning Messaging

  0/4 signals·0 providers
  Add next: hubspot_campaign, hubspot_email_engagement
• missing

  Process Iteration

  0/22 signals·0 providers
  Add next: chatprd_template_usage, clickup_automation_usage
• missing

  Research Discovery

  0/12 signals·0 providers
  Add next: dovetail_highlight, dovetail_insight
• missing

  Roadmap Discipline

  0/34 signals·0 providers
  Add next: asana_goal_status, asana_portfolio_health

• highThe scissor
  ai_spend_per_shipped_pr
• high
  ai_tool_overlap_cost
• highToken adoption
  design_system_compliance_trend
• high
  design_to_prod_duration
• high
  design_to_ship_lineage
• high
  experiment_to_signal_lift
• high
  handoff_drag
• high
  instrumentation_coverage_per_feature
• high
  plan_mode_lift
• high
  spec_depth_before_code
• high
  tech_debt_pressure_index
• high
  vuln_to_patch_lineage
• low
  context_reuse_ratio
  Missing contributions from: "rules and memory".
• lowContext debt
  memory_plateau_as_debt
  Missing contributions from: "rules and memory adoption".
• low
  reversed_decision_index
  Missing contributions from: "canceled work".
• low
  support_to_fix_lineage
  Missing contributions from: "error signals".
• missing
  ai_authored_merge_rate
  No provider for primary input "AI-assisted commits" (ai_coding_assist) has emitted relevant signals.
• missing
  ai_fingerprint_drift
  No provider for primary input "AI-assisted commits" (ai_coding_assist) has emitted relevant signals.
• missing
  ai_output_review_ratio
  No provider for primary input "AI-authored changes" (ai_coding_assist) has emitted relevant signals.
• missing
  ceremony_efficiency
  No provider for primary input "standup channel activity" (communication) has emitted relevant signals.
• missing
  cogs_per_account
  No provider for primary input "infrastructure spend" (infra_cost) has emitted relevant signals.
• missing
  competitive_move_to_response
  No provider for primary input "competitor moves" (competitive_intel) has emitted relevant signals.
• missingSeat waste
  copilot_seat_waste
  No provider for primary input "Copilot seat utilization" (ai_coding_assist) has emitted relevant signals.
• missing
  cross_team_blocking_resolution
  No provider for primary input "blocking relations" (work_tracking) has emitted relevant signals.
• missing
  cycle_time_delta_with_ai
  No provider for primary input "AI adoption" (ai_coding_assist) has emitted relevant signals.
• missing
  devin_compound_ratio
  No provider for primary input "Devin PR output" (ai_autonomous_agent) has emitted relevant signals.
• missing
  eval_to_incident_lift
  No provider for primary input "eval score changes" (ai_eval) has emitted relevant signals.
• missing
  event_taxonomy_health_trend
  No provider for primary input "taxonomy indicators" (product_analytics) has emitted relevant signals.
• missing
  experiment_archive_ratio
  No provider for primary input "experiments" (experiment_platform) has emitted relevant signals.
• missingClosed loop
  feedback_to_feature_lineage
  No provider for primary input "customer feedback themes" (feedback_aggregation) has emitted relevant signals.
• missing
  incident_to_prevention_lineage
  No provider for primary input "incidents" (incident_response) has emitted relevant signals.
• missing
  initiative_outcome_lineage
  No provider for primary input "initiatives" (product_management) has emitted relevant signals.
• missing
  launch_cohort_lift
  No provider for primary input "launches" (code_repo) has emitted relevant signals.
• missing
  message_to_conversion_lineage
  No provider for primary input "campaigns" (crm) has emitted relevant signals.
• missing
  model_ladder_discipline
  No provider for primary input "model mix" (ai_coding_assist) has emitted relevant signals.
• missing
  playbook_to_execution_lineage
  No provider for primary input "playbook documents" (docs_platform) has emitted relevant signals.
• missing
  pricing_experiment_lift
  No provider for primary input "pricing experiments" (experiment_platform) has emitted relevant signals.
• missing
  research_to_roadmap_lineage
  No provider for primary input "research insights" (research_repository) has emitted relevant signals.
• missing
  tool_sprawl_index
  No provider for primary input "active AI tool seats" (ai_coding_assist) has emitted relevant signals.
• missing
  win_loss_to_roadmap_lineage
  No provider for primary input "loss reasons" (competitive_intel) has emitted relevant signals.