docs/Meeting_Notes_3_Week_Delivery_Plan.md

Meeting Notes: 3-Week Delivery Plan

Goal of This Discussion

Align on what we can realistically deliver from our side in 2 to 3 weeks max, including:

• build scope
• integration points
• testing
• handoff to the next team

This note covers only the four in-scope PRDs:

• Pathways
• Matchmaking
• Marketplace
• Social Branding

Upskilling is already complete and excluded from this plan.

Recommended Position in the Meeting

We should position this as a focused MVP delivery, not a full PRD-complete release.

If we try to implement all four PRDs at full depth in 3 weeks, quality will drop and handoff risk will increase. The right plan is:

• ship the core user journeys
• keep advanced automation and edge-case workflows out of v1
• finish with a stable integration and handoff package

Bottom line: a strong 3-week MVP is realistic. A 2-week version is possible only if we cut harder and treat it as an internal alpha.

What We Can Realistically Deliver in 3 Weeks

1. Pathways

We can deliver:

• questionnaire flow
• LinkedIn/resume-based input only
• career option generation
• visual career web or list/card equivalent if web is too heavy for v1
• basic skill-gap and recommendation output
• pathway activation flow
• simple weekly journey structure
• report v1 or exportable summary

We should not commit now to:

• full premium psychometric pathway logic
• all 25 Q-Score dependent adaptive behaviors
• fully dynamic report regeneration
• deep 11-service orchestration logic at production depth

2. Matchmaking

We can deliver:

• seeker-side opportunity feed
• core matching logic using available profile/Q-Score/preference data
• admin/manual opportunity ingestion or controlled imports
• action loop for save / dismiss / apply or equivalent
• basic ranking and thresholding

We should not commit now to:

• large-scale multi-platform scraping across all listed sources
• employer portal phase
• full enrichment from every external source
• hourly scraping pipelines
• Travel Mode as a fully polished feature

3. Marketplace

We can deliver:

• provider profile model
• provider onboarding and admin approval flow
• service listings
• open browsing
• basic booking flow
• pathway-triggered recommendations in a simpler rules-based form
• basic booking states and notifications

We should not commit now to:

• outcome guarantee engine
• Q-Score verified provider performance system
• group demand aggregation engine
• pre-booking engine
• full dispute/refund automation
• complex commission and escrow logic

4. Social Branding

We can deliver:

• LinkedIn-first MVP
• persona selection / strategy mapping
• profile audit and rewrite suggestions
• content calendar generation
• draft generation with approval queue
• Brand Score v1 with limited inputs
• dashboard-level summary output

We should not commit now to:

• full 4-platform automation at launch
• enterprise social branding module
• auto-posting across all platforms
• engagement automation and response automation
• deep analytics or recruiter visibility measurement across platforms

Proposed Delivery Sequence

Week 1: Foundation and Pathways First

• freeze MVP scope across all four modules
• lock shared entities: user profile, pathway state, provider, opportunity, social profile, recommendation event
• define API contracts and handoff boundaries
• build Pathways questionnaire and generation flow first
• set up admin tooling where manual ops will replace automation in v1

Why this first: Pathways drives the recommendation layer for the other three services. If Pathways is unclear, Matchmaking, Marketplace, and Social Branding all drift.

Week 2: Matchmaking and Marketplace Core

• implement opportunity ingestion and matching service
• build seeker feed and interaction loop
• build provider onboarding, listing, and booking flow
• wire simple pathway-triggered recommendations into Marketplace
• begin integration testing across Pathways -> Matchmaking / Marketplace

Week 3: Social Branding, Stabilization, Testing, Handoff

• ship LinkedIn-first Social Branding flow
• connect Brand Score v1 back into user profile / recommendation logic
• complete end-to-end QA on all four services
• document APIs, states, payloads, and known gaps
• run handoff sessions with the downstream team
• close with bug fixes and release notes

If We Need a 2-Week Version

The 2-week plan should be framed as internal alpha only.

That version would mean:

• Pathways only in a simplified form
• Matchmaking with manual opportunity data only
• Marketplace with browse + provider listing + request flow, not full booking depth
• Social Branding as strategy + draft generation only, no posting workflow

First Thing We Should Do

The first step is not coding features. The first step is to lock the MVP cut line and architecture decisions.

Specifically:

• decide the exact v1 journey for each module
• identify what will be manual/admin-assisted in v1
• confirm data sources we actually have access to
• define what the handoff team expects from us: API-ready services, UI flows, docs, or tested modules

If we do not settle this in the first 1 to 2 days, the team will burn time building PRD breadth instead of delivering a stable product slice.

Main Trade-Offs

• Speed vs completeness: We can deliver four working modules in 3 weeks only by shipping a narrow MVP.
• Automation vs reliability: Manual ingestion and admin workflows are acceptable for v1 if they reduce engineering risk.
• Breadth vs polish: It is better to have one good flow per module than many half-finished flows.
• Platform ambition vs integration reality: Several PRDs assume external platform access, scraping, analytics, and automation that may not be practical in the current window.
• Feature depth vs handoff quality: If we overbuild, testing and documentation will suffer, which will hurt the other team more than a smaller but stable release.

Points to Raise in the Meeting

• Are we aligned that this is an MVP delivery, not full PRD completion?
• Is Pathways Option A only acceptable for this phase?
• For Matchmaking, are manual/admin-loaded opportunities acceptable for v1?
• For Marketplace, do we need true booking and payment, or is booking/request capture enough for phase 1?
• For Social Branding, is LinkedIn-first acceptable, with other platforms deferred?
• Which advanced features are explicitly deferred so they do not re-enter scope mid-sprint?
• What exactly does the receiving team need in the handoff?
• Who signs off on scope changes once delivery starts?

Recommended Closing Statement

Our recommendation should be to commit to a 3-week MVP across all four modules, with:

• Pathways as the orchestration anchor
• Matchmaking and Marketplace as operational core flows
• Social Branding as a LinkedIn-first managed MVP
• final days reserved for testing, documentation, and handoff

That gives us the best chance of delivering something credible, integrated, and supportable instead of spreading effort across too much PRD depth.