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Thrive PM · Weekly Summary
Week of June 22–26, 2026
Discovery • Delivery • Focus
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🚀 Delivery
Outcomes, shipped work, and analytics insights
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Kickoff & Sourcing Agent — MVP Launch ⭐ HIGHLIGHT OF THE WEEK
| • Rolled out the Thrive AI Labs Kickoff & Sourcing Agent MVP to an initial group of ~25 True users. |
| • Stood up the feedback Slack channel and sent the welcome email with a how-to guide. |
| • Coordinated with John Parsons to activate the feature flag for all pilot users. |
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BD Dashboard — Production Deployment
| • Coordinated QA verification and production deployment of the BD dashboard on Tuesday. |
| • Caught a sandbox data-loading issue mid-week and worked with the team to resolve it before prod. |
| • Verified with Steve, Tim, and Evan that there is no data exposure. |
| • Evan flagged an issue with closes data accuracy – connected with True Ops to identify the correct logic. |
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Release 1.24 / Kings Prep
| • Coordinated between Kafui, Hannah, JP, and Erhan to get Kafui’s support on a few NLS tickets requiring rollback. |
| • Duplicate-person indicator ready for production. |
| • Opening up the agent entry point to projects with candidates – ready for production. |
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🔍 Product Discovery
Business cases, product briefs, customer/user interviews, designs
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Deduplication
| • Company de-dupe is the top priority – aligned on initial fuzzy-matching logic; will require iteration. |
| • Clarified to the broader team that the duplicate-person identifier is currently scoped to True’s tenant only. |
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Agents
| • AggKnowledge work will begin in Liverpool (TBD on timing since Kafui has NLS work from other teams). |
| • Need to finalize and share the draft roadmap. |
| • Feedback collection is a top priority (usage will ramp up after the Wednesday release). |
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Release Notes & Comms
| • Passing the torch to Vincent to generate the Notion and all release comms for Liverpool. |
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⚠️ Risks, Blockers, Dependencies
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| Raised with Jacob (VP Eng): |
| • Environment sync – lower environments are out of sync with production. |
| • QA environments – QA needs dedicated environments to test reliably. |
| • Vector search dependencies – need to proactively flag vector search-related tickets to Kafui/Hannah earlier in the cycle (this week’s sandbox data-loading issue was a near-miss caught before prod). |
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| • Collect and triage pilot feedback from the ~25 True users on the Kickoff & Sourcing Agent. |
| • Advance company de-dupe. |
| • Complete discovery for AggKnowledge and the agent roadmap. |
| • Wave plan refinements. |
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Happy to walk through any of this in more detail.
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Thrive · Talent Relationship Management | Weekly PM Summary
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