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Comparison · Analytics

AgencyAnalytics vs sdtm.oak

A side-by-side editorial comparison of AgencyAnalytics and sdtm.oak — release velocity, themes, recent moves, and the top alternatives to consider.

AgencyAnalytics vs sdtm.oak: at a glance

FeatureAgencyAnalyticssdtm.oak
SectorAnalyticsAnalytics
Velocity score6.30.0
Sparks · 30d10
Top themesagency-reporting, ai-assistant, scheduling, client-managementclinical-trials, sdtm, pharmaverse, r-package
Last editorial update1d ago4d ago
WebsiteVisit →Visit →

What is AgencyAnalytics?

AgencyAnalytics is turning its assistant into scheduled agency staff work, not a chat box.

The release cadence is weekly and heavily weighted toward AgencyAI. Skills landed in early August as named, runnable agency tasks; scheduling followed, letting those requests run on a cadence and post results into the client's conversation. Around them sit portfolio-management improvements — client tags, report share history, advanced metric filtering — and a consolidated Data tab feeding the assistant's context.

Read the full AgencyAnalytics trajectory →

What is sdtm.oak?

Two releases in, the open-source SDTM toolkit now covers the domains it originally excluded.

sdtm.oak builds SDTM datasets — the tabulation standard clinical trial submissions are filed in — from raw collected data. The 0.1.0 release shipped the mapping algorithm functions and derived-variable helpers but explicitly excluded DM, trial design domains, and several others. Version 0.2.0 closes the largest of those gaps, adding DM domain support via calc_min_max_date() and oak_calc_ref_dates(), plus generate_sdtm_supp() for supplemental qualifier domains.

Read the full sdtm.oak trajectory →

AgencyAnalytics vs sdtm.oak: editorial side-by-side

A6.3

AgencyAnalytics is turning its assistant into scheduled agency staff work, not a chat box.

◆ Current state

The release cadence is weekly and heavily weighted toward AgencyAI. Skills landed in early August as named, runnable agency tasks; scheduling followed, letting those requests run on a cadence and post results into the client's conversation. Around them sit portfolio-management improvements — client tags, report share history, advanced metric filtering — and a consolidated Data tab feeding the assistant's context.

◆ Where it's heading

Every recent release either gives AgencyAI more to read or more autonomy in when it runs. The Data tab consolidation, the AI Tracker add-on for AI search visibility, and now scheduling all point the same way: the platform is being positioned to produce the recurring client deliverables an agency would otherwise assign to a junior analyst.

◆ Prediction

Expect scheduled AgencyAI output to gain delivery paths beyond conversation history — into reports or client-facing sends — given the existing report scheduling and share infrastructure.

S
sdtm.oak
ANALYTICS
0.0

Two releases in, the open-source SDTM toolkit now covers the domains it originally excluded.

◆ Current state

sdtm.oak builds SDTM datasets — the tabulation standard clinical trial submissions are filed in — from raw collected data. The 0.1.0 release shipped the mapping algorithm functions and derived-variable helpers but explicitly excluded DM, trial design domains, and several others. Version 0.2.0 closes the largest of those gaps, adding DM domain support via calc_min_max_date() and oak_calc_ref_dates(), plus generate_sdtm_supp() for supplemental qualifier domains.

◆ Where it's heading

This is the pharmaverse pattern of building submission tooling in the open, one domain class at a time, with the release history running through GitHub release-candidate tags before each CRAN submission. The direction is clear from the domain checklist: start with the mechanically simple Findings and Events domains, then work toward the ones with cross-dataset dependencies. DM and SUPP were the two that most often forced teams back to bespoke code.

◆ Prediction

The remaining exclusions from the 0.1.0 scope — trial design domains, SV, SE, RELREC and the EPOCH variable — are the obvious next targets, with EPOCH likely first since it depends on the reference dates 0.2.0 just added. Expect the same rhythm of release candidates ahead of each CRAN submission.

Alternatives to AgencyAnalytics and sdtm.oak

Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either AgencyAnalytics or sdtm.oak.

See all AgencyAnalytics alternatives → · See all sdtm.oak alternatives →

Recent activity from AgencyAnalytics and sdtm.oak

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoAgencyAnalyticsSchedule your AgencyAI prompts
  2. 6d agoAgencyAnalyticsAdvanced filtering for custom metrics and KPIs
  3. 6d agoAgencyAnalyticsOrganize your clients your way with tags
  4. 11d agoAgencyAnalyticsReport Shares View
  5. 11d agoAgencyAnalyticsSkills in AgencyAI
  6. 21d agoAgencyAnalyticsEverything about your client's data, now in one tab
  7. 1y agosdtm.oaksdtm.oak v0.2.0 CRAN release
  8. 1y agosdtm.oaksdtm.oak v0.1.1 CRAN release
  9. 1y agosdtm.oaksdtm.oak v0.1.0 CRAN release
  10. 1y agosdtm.oakv0.1.0rc4: [skip vbump] 90 cran comments (#91)
  11. 2y agosdtm.oakv0.1.0rc2: Fix CRAN Comments (#84)
  12. 2y agosdtm.oakv0.1.0: [skip vbump] Bump version for cran release (#77)

Frequently asked questions

What is the difference between AgencyAnalytics and sdtm.oak?

They serve adjacent needs but don't currently overlap on shipped themes. AgencyAnalytics is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is AgencyAnalytics better than sdtm.oak?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. AgencyAnalytics is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.

What are the best alternatives to AgencyAnalytics?

Top AgencyAnalytics alternatives in Analytics are ranked by recent ship velocity. Browse the "AgencyAnalytics alternatives" section above for the current picks, or visit /alternatives/agencyanalytics for the full list with editorial commentary on each.

What are the best alternatives to sdtm.oak?

Top sdtm.oak alternatives in Analytics are ranked by recent ship velocity. Browse the "sdtm.oak alternatives" section above for the current picks, or visit /alternatives/sdtm-oak for the full list with editorial commentary on each.