Reinforce Our Foundation
Unified Client Master, CBOR, and AI-ready data substrate.
- 1Client Master & CBOR
- 2ETF / Institutional Attribution
- 3Data Stewardship Utility
By 2029, Americas Distribution will operate as an intelligence-led, AI-augmented platform that delivers personalized client experiences at scale, powered by a unified data foundation.
Three converging force vectors create a 12–18 month window to act ahead of competitive parity loss.
So what: the window to act ahead of competitive parity loss is 12–18 months.
Unified Client Master, CBOR, and AI-ready data substrate.
AI-augmented sellers on a modern Microsoft + Copilot stack.
Differentiated, self-serve experiences at scale.
Each cell maps platforms, capabilities, AI readiness, data sets, and operational needs. Click any cell to inspect the underlying detail.
What — Client Master, CBOR, cloud migrations, Snowflake/Cortex, ForwardLane replacement.
Why — Cannot scale or personalize on broken data; closing AI-readiness gap unlocks everything downstream.
What — Externalize Portfolio Analyzer, deploy AI sellers, launch CIAM, workflow automation for SMA / Models.
Why — Convert foundation into seller and advisor productivity; first measurable revenue uplift.
What — Total CX, demand-response engine, AI-augmented advisory, advanced attribution and personalization.
Why — The 'secret sauce' competitors cannot copy without our data + AI substrate.
Skipping the foundation = stacking AI on quicksand. The order is non-negotiable.
Each pillar's Year-3 outcomes depend on the other pillars' Year-1 deliverables.
Click Edit to update figures inline — totals recalculate live and changes save to your browser. Export to share with Finance and pillar leads.
| Pillar | FTE Y1 | Tech Y1 | External Y1 | Total Y1 | Total Y2 | Total Y3 | Lifetime |
|---|---|---|---|---|---|---|---|
| P1 · Data (Snowflake) | [TBD] | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M |
| P2 · Sales (Microsoft) | [TBD] | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M |
| P3 · Client Exp (AWS) | [TBD] | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M |
| Adjacent / Shared | [TBD] | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M |
| Total Ask | [TBD] | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M | $[TBD]M |
Figures saved locally to this browser. Use Export / Import to share a snapshot with Finance.
Approve $[TBD]M Year-1 envelope across P1, P2, P3 and adjacent shared spend; commit to multi-year budgeting horizon.
Endorse 'foundation first' sequencing — no acceleration of P3 differentiation work ahead of P1 data parity.
Confirm weekly SteerCo composition and decision rights; affirm integration into Distribution 3.0 operating rhythm.
Decision today → kickoff January 2026 → first Year-1 milestones reviewed at Q2 2026 ELT.