SleekView Charts for TranslatePress AI: auto-translation dashboards
TranslatePress AI fills the TranslatePress trp_dictionary tables with machine translations, marks the rows as automatic, and lets editors promote them to human-reviewed status. SleekView Charts reads those rows and renders an auto-translation review-queue dashboard inside WP Admin.
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From AI-filled dictionary rows to a review-queue dashboard
The TranslatePress AI add-on (Automatic Language Translator) extends TranslatePress with DeepL and Google as automatic providers. It writes every machine translation into the same per-language trp_dictionary_* tables that TranslatePress uses for human edits, with the translated_by column set to a known value for automatic and the status column initialized to a machine state. A separate trp_machine_translation_log table records provider, characters used, and timestamps for billing reconciliation.
That layout is great for converting machine rows into human-reviewed rows inside the visual editor, and weak for any kind of management reporting. The default TranslatePress admin lists strings one row at a time and shows a small character counter in the AI settings page, but it does not answer "how many machine rows are still waiting on review" or "which language has the largest auto-translation backlog" without SQL across each dictionary table.
SleekView Charts reads trp_dictionary_* joined to trp_machine_translation_log and renders four cards on top of that. A Number for total machine-status rows still awaiting review. A Pie split by target language. A Bar of machine vs human counts per language. An Area of automatic translations created per week from the log. TranslatePress AI keeps owning the provider call. SleekView only reads what is already in the database.
Workflow
From AI rows to dashboard in four steps
Point SleekView at trp_dictionary tables
Switch the view to Charts
Add KPI, language, status, and trend cards
Save and share with the localization team
Sample dashboard
Charts you can build from TranslatePress AI data
Machine rows awaiting review
Count
Auto translations by target language
Count
group by target_language
Machine vs human per language
Count
group by translated_by
Auto translations created per week
Count
group by created_at
Comparison
Default TranslatePress AI admin vs SleekView Charts
Default TranslatePress AI admin
- AI settings page shows only a character counter for the active provider
- Translation editor confirms one string at a time on the frontend
- No native count of machine rows still waiting on human review
- No time-series of AI translation runs across the team
- Language mix of machine vs human rows requires SQL across tables
SleekView Charts
- Live KPI count of machine rows still waiting on review
-
Auto-translation language mix as a donut from each
trp_dictionary_*table - Machine vs human stacked per target language in one chart
-
Time-series area for AI translations from
trp_machine_translation_log - Saved Charts views shared in WP Admin per role
Features
What SleekView Charts gives you for Automatic Language Translator (TranslatePress AI)
Reads AI dictionary rows directly
No re-indexing, no second source of truth. SleekView Charts queries each trp_dictionary_* table and joins to trp_machine_translation_log to render the cards directly on top of the live AI rows.
Mixed card types on one canvas
Combine Number, Pie, Bar, and Area in a single view. Backlog KPIs sit next to language splits, language splits next to AI run trends, all from the same TranslatePress AI dataset.
Role-aware visibility
Reviewers see only their assigned language pair, managers see the corpus-wide AI backlog. The same Charts view filters per user without rebuilding it for each role.
Audience
Who builds TranslatePress AI dashboards with SleekView
Localization managers
Open one dashboard each week to see the AI backlog per language, the machine vs human mix, and the trend of automatic runs, all without paging through trp_dictionary tables.
Translation reviewers
Track the queue of machine rows in their assigned language pair without scrolling through the TranslatePress string list one page at a time.
Agencies
Show clients how the AI backlog is shrinking each sprint with a stacked bar and a Number KPI. The Charts view replaces a Google Sheet pulled from the dictionary tables each Friday.
The bigger picture
Why TranslatePress AI needs a Charts layer
TranslatePress AI fills the dictionary tables faster than any human team. That speed is the entire point of the add-on, and also exactly why it needs a reporting layer. Machine translations marked as automatic still ship to live users and to search engines while they wait for human review.
The default admin shows one string at a time and the AI settings page shows a character counter, but neither answers "how many machine strings are still in the queue" or "how fast is the team converting machine to human status" without SQL. SleekView Charts reads the same trp_dictionary tables and the trp_machine_translation_log and renders four cards that answer those questions in one glance. The data is already correct because TranslatePress AI wrote it.
Charts just gives the team a dashboard to look at it. Unreviewed AI on production pages is a brand risk, and a live backlog dashboard makes it visible.
Questions
Common questions about SleekView Charts for Automatic Language Translator (TranslatePress AI)
No. Charts is a read layer for reporting. The TranslatePress visual editor and the AI settings page still own all translation edits and provider configuration. SleekView only visualizes the trp_dictionary and trp_machine_translation_log rows already written.
 No. SleekView caches aggregate queries per card and re-runs them on a configurable interval, so charts stay fast even on sites with millions of AI rows across many trp_dictionary tables and a long machine-translation log history.
 Yes. TranslatePress AI writes every automatic row into the trp_dictionary tables with the provider name in trp_machine_translation_log regardless of provider. SleekView reads the rows the same way for DeepL, Google, or any other configured engine.
 Yes. Add one card per metric. Each card is configured independently, so the machine-row KPI, the stacked bar of machine vs human, and the AI-run area can sit side by side on the same dashboard.
 WooCommerce strings translated by TranslatePress AI land in the same trp_dictionary tables with the same translated_by and status columns. The chartCards pick up product strings automatically alongside theme and content strings.
 Yes. Once a reviewer promotes a machine row to human status the row carries their user reference. Filtering the Bar card to that user shows their personal conversion volume per language pair.
 No. trp_machine_translation_log already records every automatic translation with provider, characters used, and a timestamp, so the Area card on AI translations per week reads that table directly without an extra log.
 Yes. Each Charts card has a CSV export so you can hand the raw aggregate off to a spreadsheet or BI tool when stakeholders want it outside WP Admin or when an AI usage report needs the numbers offline.
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