Load

Your data

Connectors or approved imports bring in emails, cookies, events, CRM rows, tickets, billing, documents, and outcomes.

Store

The trail

Scout keeps ordered attribution paths in your estate (PostgreSQL/pgvector for proof). Fortress moves heavy load into Rust and LanceDB.

Match

Past outcomes

The Rust engine compares the current path with similar journeys that converted, retained, escalated, delayed, or lost.

Return

A task brief

Checked JSON with top examples, confidence, caveats, and ranked next steps for the goal you asked about.

Explain

Your model or team

Your approved model can explain the brief. It does not invent the plan. Elite covers the leadership walkthrough when needed.

Context Engine map →

Architecture / Elite

The executive walkthrough path from Discovery MCP to Fortress scope.

The Elite architecture is a buyer journey: run Discovery MCP locally, approve a metadata-only Discovery Signature, review a synthetic equivalent demo, scope the Fortress pilot boundary, and discuss the included local/private open-source model route and outcome-review rhythm where approved.

View ElitePlatform Architecture

Core layers

How Elite is structured

01

Local Discovery MCP

The buyer runs discovery in their own AI workspace and reviews the safe metadata categories before approving any handoff.

02

Metadata-only signature

The Discovery Signature captures source-system families, connector types, safe field categories, governance notes, and demo preference.

03

Synthetic equivalent demo

KynticAI builds a synthetic demo against equivalent connector families so the executive story feels specific while the customer-owned data boundary stays intact.

04

Open-source model route

The walkthrough shows how checked JSON can be explained by a customer-controlled open-source model where approved, avoiding hosted-model token costs.

05

Fortress and Elite route

The walkthrough clarifies whether the next commercial step is a scoped Fortress pilot or an Elite executive walkthrough where approved.

Operating flow

The request path through the product

Inject

Systems stay where they are

SQL, CRM, ERP, SharePoint, email engagement, cookies, web events, support, billing, usage, and outcome systems remain under customer control.

Store

Relationships gain attribution

Scout stores each item in PostgreSQL/pgvector for inspectable proof. Fortress uses the Rust/LanceDB runtime when the relationship memory needs high-load enterprise relationship traversal.

Explain

The right model gets JSON, not data sprawl

Fortress feeds the customer's approved model endpoint; the Elite path can show how local/private open-source model routing would fit where approved.

Example signal path

A metadata-only Discovery Signature becomes an executive walkthrough

Illustrative synthetic sample only. Elite scope is approved per engagement; customer operational data stays in the customer environment by default.

01 / Source

Example fields

targetWorkflow = support triage

sourceSystemFamilies = support + product usage + billing metadata

approvedForSyntheticDemoBuild = true

02 / Evidence

What KynticAI creates

syntheticDomain = professional-services

demoConnectors = equivalent connector families

fortressPilotBoundary = workflow + governance + model route

03 / Action

What the business does

review synthetic demo

scope Fortress pilot

discuss open-source model route

Operating model

How the product stays useful at enterprise scale

Identity

Access follows enterprise roles

Fortress patterns align evidence access with customer identity, role boundaries, and local administration.

Audit

The source trail stays visible

Governance control surfaces and export paths focus on what was read, why it was used, and which policy applied.

Sovereignty

Customer data plane owns operational data

KynticAI can manage licences, support, updates, and aggregate posture while the customer data plane owns operational data.

Integration points

Where it connects to the wider stack

Scout

Free open source

Scout proves the Context Engine data-plane mechanics with source registration, selectors, snapshots, relationship facts, PostgreSQL/pgpath-weight storage, JSON output, and APIs before enterprise deployment.

Enterprise

Rust/LanceDB engine

Enterprise adds the proprietary Rust relationship, weighting, traversal, and LanceDB outcome path matching engine plus private runtime controls and sovereign storage patterns.

Operate

KynticAI operations layer

KynticAI manages commercial metadata, licences, downloads, support, aggregate posture, and updates without raw customer records.

Product Reveals

Elite shows the executive walkthrough path.

These examples show Discovery MCP, synthetic demo, Fortress pilot scope, approved model boundary, and reviewed outcomes in one buying route.

KynticAI Reveal
On-Prem LLM

Elite scenario - executive walkthrough path

Make the executive route concrete

“The Elite path shows how Discovery MCP, synthetic demo, Fortress pilot scope, approved model boundary, and executive outcome review fit together.”
KynticAI Reveal
Outcome Loop

Elite scenario - task recommendation, result capture, daily improvement

A system that gets better as it is used

“Each approved conversion, save, loss, or support resolution feeds back into the relationship layer so future task suggestions improve.”
KynticAI Reveal
Managed Value

Elite scenario - pilot to operating model

Move from proof to repeatable value

“The Elite path turns a scoped pilot conversation into an executive operating walkthrough: relationship analysis, approved explanation route, support loop, and business-value review.”