AI Ingestion
The Hub and Spoke Model
To bridge institutional data at scale, we recommend a "Hub and Spoke" operational model. This separates high-performance engineering from business-logic mapping, allowing your firm to deliver mathematical certainty without overhauling your entire workforce.
The Vancouver Hub: The Performance Layer
We suggest anchoring your Gateway Team in Vancouver. While we don't want to dictate your structure, this proximity would enable ongoing collaboration with our core engineering team.
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01
The Engineering Forge The Hub focuses on the Master Gateway—the lean Elixir layer that standardizes your firm-wide protocols. This team ensures that ingestion never bottlenecks and that your proprietary libraries are hardened for global throughput.
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02
Direct Collaboration Hub teams get prioritized access. During the initial 18-month rollout, we facilitate weekly rotations and deep-dive sessions to ensure your Gateway sings. This proximity turns your Vancouver office into the final technical authority for your global practice.
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03
Centralized IP By centralizing the "high-speed" logic, the Hub creates a repository of reusable adapter libraries. These tools are then distributed to your regional offices, ensuring a consistent standard of proof regardless of where the audit is signed.
Regional Spokes: The Logic & Mapping Layer
Your regional offices (Toronto, Calgary, Montreal, London) handle the interpretation and implementation. They don't need to touch the Elixir core; they simply feed the Gateway using the tech stacks they already know.
-
01
Language-Agnostic Extraction Regional teams use standard tools—Python, Java, SQL—to translate a client's legacy state into Ledger facts. They focus on the high-value work of aligning complex business systems with the protocol’s requirements.
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02
Massive Billable Lift The bulk of the project work lives in the Spokes. This is where your existing workforce delivers global mandates, handling the mapping, legacy alignment, and forensic verification that drive the majority of engagement fees.
-
03
Internal Revenue Flow This model creates a sustainable internal economy. The Vancouver Hub collects a rate for maintaining the "Master Engine" and providing implementation support, while the Spokes capture the large-scale delivery revenue from the client.
Scalability Without Friction
By separating the engineering of the "Truth Engine" from the mapping of "Business Facts," we enable your firm to capture global value immediately. Your specialists build the tools in the Hub; your generalists deploy them in the Spokes.
The Hub and Spoke Model
To bridge institutional data at scale, we recommend a "Hub and Spoke" operational model. This separates high-performance engineering from business-logic mapping, allowing your firm to deliver mathematical certainty without overhauling your entire workforce.
The Vancouver Hub: The Performance Layer
We suggest anchoring your Gateway Team in Vancouver. While we don't want to dictate your structure, this proximity would enable ongoing collaboration with our core engineering team.
-
01
The Engineering Forge The Hub focuses on the Master Gateway—the lean Elixir layer that standardizes your firm-wide protocols. This team ensures that ingestion never bottlenecks and that your proprietary libraries are hardened for global throughput.
-
02
Direct Collaboration Hub teams get prioritized access. During the initial 18-month rollout, we facilitate weekly rotations and deep-dive sessions to ensure your Gateway sings. This proximity turns your Vancouver office into the final technical authority for your global practice.
-
03
Centralized IP By centralizing the "high-speed" logic, the Hub creates a repository of reusable adapter libraries. These tools are then distributed to your regional offices, ensuring a consistent standard of proof regardless of where the audit is signed.
Regional Spokes: The Logic & Mapping Layer
Your regional offices (Toronto, Calgary, Montreal, London) handle the interpretation and implementation. They don't need to touch the Elixir core; they simply feed the Gateway using the tech stacks they already know.
-
01
Language-Agnostic Extraction Regional teams use standard tools—Python, Java, SQL—to translate a client's legacy state into Ledger facts. They focus on the high-value work of aligning complex business systems with the protocol’s requirements.
-
02
Massive Billable Lift The bulk of the project work lives in the Spokes. This is where your existing workforce delivers global mandates, handling the mapping, legacy alignment, and forensic verification that drive the majority of engagement fees.
-
03
Internal Revenue Flow This model creates a sustainable internal economy. The Vancouver Hub collects a rate for maintaining the "Master Engine" and providing implementation support, while the Spokes capture the large-scale delivery revenue from the client.
Scalability Without Friction
By separating the engineering of the "Truth Engine" from the mapping of "Business Facts," we enable your firm to capture global value immediately. Your specialists build the tools in the Hub; your generalists deploy them in the Spokes.