What is embedded intelligence for financial distribution?
Embedded intelligence for financial distribution is governed data, models and assurance delivered inside the systems an insurer, a bank or a network already runs. It arrives through connectors, not as another application to log into. emable delivers it through the Emable Finance Connector at https://api.emable.ai/mcp. Behind it sit 1,288,561 advisor register records across 42 countries (live, reliability A for record counts). Four capabilities are live and seven are in pilot, gated or private pilot as of 5 September 2026.
Updated . Figures keep their period, source and reliability grade.
Key figures
| Metric | Value | Period | Source | Grade |
|---|---|---|---|---|
| Advisor register records, all countries | 1,288,561 register records | Live, 5 September 2026 | emable public EU overview API | A |
| Advisor register records with active status | 879,397 register records | Live, 5 September 2026 | emable public EU overview API | A |
| Countries in the register aggregate | 42 countries | Live, 5 September 2026 | emable public EU overview API | A |
| Capabilities with status live | 4 capabilities | 5 September 2026 | emable capability manifest | A |
| Capabilities in pilot, gated or private pilot | 7 capabilities | 5 September 2026 | emable capability manifest | A |
| Machine time, travel insurance pilot run | 26.4 seconds | 26 August 2026 | emable pilot run record, partner core system demo environment | A |
The answer
In 2026, embedded intelligence for financial distribution means governed data, models and assurance delivered through connectors into the systems a distributor already runs. emable delivers it through one connector, the Emable Finance Connector at https://api.emable.ai/mcp, over 1,288,561 advisor register records across 42 countries (live, reliability A). Each capability carries a stated status. EU market data, company intelligence, the Market Validator and the insurance assistant are live. AFA assurance and the insurance comparison and arrangement tools are pilots. Distribution intelligence is a gated pilot, Talent Intelligence is internal and Solution Architect is a private pilot.
The numbers
Every figure behind this answer sits in the key figures table above, with its value, unit, period, source and reliability grade: A official statistics, B reconciled from published sources, C modelled estimate, D indicative.
How the number is built
There are four layers. The data layer preserves each register as published and builds interpretation above it. Every number leaves the layer with a period, a unit, a source and a reliability grade from A to D. Records are never called people.
The capability layer packages one runnable ability at a time. Each carries a delivered result, a status, a provider, a charging unit, input and output schemas and a safe result. Statuses come from the manifest, and a pilot is never shown as live.
The surface layer exposes the same capabilities over REST, CLI and MCP with one auditable run lifecycle: queued, running, succeeded, failed, refused, awaiting_approval. A trial needs a login, no card, an idempotency key and a server-side cost check.
The embedding layer is where the intelligence lands: your AI assistant, your adviser desktop, your client app, a CRM or a partner core system. The same tools answer from Claude, Codex or any other MCP client. The 26.4 second pilot run is an example. A travel insurance request moved from one sentence to an issued contract in a demo environment, through tool calls, without a screen.
The counts of four live and seven pilot capabilities are read from the manifest on 5 September 2026 and will change.
What it means for your team
For a head of distribution, the intelligence arrives where the work happens. A register-based market size, a company brief or a sourced product answer appears in the conversation the adviser is already having.
For a fintech or an insurer's own AI team, the connector is the product. Discovery and Validator workflows sit behind one OAuth grant, and every call is attributable in the usage ledger.
For an AI product lead, governance is in the lifecycle. Refused and awaiting_approval are outcomes, not errors, and assurance can run as a step inside the run.
What gets bought is a use case, not a capability. The catalogue holds validate before shipping, sourced insurance answers, advisor talent fit, company market brief, EU market snapshot and European market entry pack. Capabilities are the parts; the use case is the outcome.
Go deeper
- Platform map: capabilities, use cases and surfaces with their statuses.
- Build with emable: REST, CLI and MCP on one run lifecycle.
- MCP connector docs: connect an AI client to the Emable Finance Connector.
- Validate before shipping use case: one use case end to end.
Related questions
- Which capabilities are live today?
- EU market data, company intelligence, the Market Validator and the insurance assistant, as of 5 September 2026. AFA assurance, the EXA filter and the insurance comparison and arrangement tools are pilots. Germany market intelligence and distribution intelligence are gated pilots; Talent Intelligence is internal and Solution Architect is a private pilot.
- What is bought, a capability or a use case?
- A use case. Capabilities are the parts; the priced outcome is a use case such as validate before shipping, sourced insurance answers, advisor talent fit, a company market brief, an EU market snapshot or a European market entry pack.
- How is governance built in?
- Every number carries period, unit, source and reliability. Every run passes through one lifecycle with refused and awaiting_approval as outcomes. Trials need a login, no card, an idempotency key and a server-side cost check.
Methodology and limitations
Register counts are live record counts from the emable EU overview API. Capability counts are read from the capability manifest on 5 September 2026, where a pilot is never shown as live, and will change. The machine time figure comes from one pilot run in a demo environment on 26 August 2026.