Inject

Any data item

Connectors or approved one-off imports load email addresses, cookies, events, CRM rows, products, support, billing, documents, and outcomes.

Store

Attribution paths

Scout stores each item's relationship set, vector, and ordered attribution path in customer-owned PostgreSQL/pgvector. Fortress moves high-load memory into Rust/LanceDB, not KynticAI product operations.

Compare

Rust + LanceDB

Enterprise contains the proprietary Rust relationship, weighting, traversal, and LanceDB path for fast similarity analysis across millions of relationship sets.

Output

Top-example JSON

The engine creates JSON with the best examples, importance bands, confidence, caveats, and ranked task options for the question being asked.

Explain

LLM task brief

Fortress sends JSON to your approved model boundary. The proposed Elite path shows the executive walkthrough from safe discovery to scoped pilot and outcome review.

KynticAI Discovery MCP

Run local discovery in your own AI workspace.

KynticAI Discovery MCP helps an IT manager inspect approved metadata locally, approve a metadata-only Discovery Signature, and give KynticAI enough shape to build a synthetic equivalent demo for Fortress or the proposed Elite path.

Buyer spark

Discovery MCP turns a cold AI meeting into a concrete buying route.

The buyer sees what is shared, what stays local, and what KynticAI can build from safe metadata. That makes the Fortress pilot feel scoped before the commercial conversation gets heavy.

The IT manager runs discovery locally in the workspace they already trust.

The approved Discovery Signature is metadata-only and reviewable before handoff.

The demo uses synthetic equivalent connector families, so the buyer can see the shape while operational data stays local.

Five steps from local MCP discovery to a Fortress or proposed Elite buying route.

1

Run local discovery in your own AI workspace

Local

Use KynticAI Discovery MCP from Codex, Claude, Cursor, or another MCP-compatible environment to inspect approved metadata locally.

2

Review what the MCP found

Review

Check source-system families, connector types, field categories, conversion labels, freshness windows, and governance notes before anything is shared.

3

Approve a metadata-only Discovery Signature

Approve

Approve the safe Discovery Signature only when it contains metadata categories and excludes credentials, source rows, raw exports, prompt packages, and local logs.

4

KynticAI builds the synthetic equivalent demo

Demo

KynticAI maps the approved signature to equivalent connector families and builds a synthetic demo that mirrors the operating pattern with the customer-owned data boundary intact.

5

Choose Fortress or proposed Elite route

Buy

Move from demo to scoped Fortress pilot when the workflow and governance boundary are clear, or use the proposed Elite path for executive walkthroughs where approved.

Example discovery sheet

The buyer approves metadata categories, not customer records.

Illustrative sample only. Discovery MCP is designed to return safe metadata categories, governance notes, and demo preferences. Do not send secrets, credentials, raw exports, source rows, support bodies, prompt packages, or local logs through public routes.

01 / Local MCP

Run discovery locally

workspace = buyer-approved AI environment

targetWorkflow = prioritise next sales action

sourceSystemFamilies = CRM + web analytics + product analytics + billing metadata

02 / Signature

Approve the safe metadata

signatureVersion = kynticai.discovery-signature.v1

safeMetadataFields = stageField + eventNameField + conversionNameField + observedAtField

forbiddenDataConfirmed = true

03 / Demo route

Build the synthetic equivalent

approvedForSyntheticDemoBuild = true

closestSyntheticDomain = professional-services

nextStep = synthetic demo -> Fortress pilot scope -> proposed Elite walkthrough where approved

Product route

Discovery MCP makes the Fortress conversation tangible.

KynticAI uses the approved Discovery Signature to build a synthetic equivalent demo against matching connector families. The buyer then chooses whether the next step is a scoped Fortress pilot or a proposed Elite executive walkthrough where approved.

Private runtime pilot

Fortress Discovery Path

When the synthetic demo proves the shape of the workflow, move into a scoped Fortress pilot with source-system families, governance boundary, deployment path, and JSON handoff already understood.

View Fortress

Executive walkthrough

Proposed Elite path

Where the buyer needs an end-to-end leadership walkthrough, use the proposed Elite path to show Discovery MCP, synthetic demo, Fortress scope, local explanation route, and outcome-review rhythm together.

View proposed Elite

Choose the domain where the synthetic equivalent demo should feel real.

Discovery MCP works best when the source-system families, decision owner, governance boundary, and demo narrative are concrete enough to scope the next step.

B2B SaaS Sales

Approve CRM, web analytics, product analytics, support, and billing metadata categories for a synthetic sales-action demo.

Ecommerce Basket

Map basket, product, conversion, delivery, discount, and support metadata into a synthetic equivalent journey.

Support Retention

Use ticket category, entitlement, usage, account-stage, and renewal-window metadata to shape a Fortress pilot conversation.

Healthcare Operations

Use non-clinical rota, bed-flow, equipment, transport, and supply metadata categories for synthetic operations examples only.

Recruitment Matching

Frame role, availability, skills, stage, and outcome metadata categories without transferring candidate records.

Finance Operations

Surface service, product, retention, and workflow metadata for operational demos without regulated advice claims.

Discovery output

Leave with a reviewed signature and a clearer buying path.

The output is a buyer-safe route: local report, metadata-only signature, excluded-data review, synthetic demo plan, Fortress pilot scope, and a proposed Elite walkthrough option where approved.

Local discovery report

Demo ready

Metadata-only Discovery Signature

Demo ready

Excluded-data review

Demo ready

Synthetic equivalent demo

Demo ready

Scoped Fortress pilot route

Demo ready

Proposed Elite walkthrough route

Demo ready

Bring the workflow shape. Leave with a metadata-safe demo route.

Describe the workflow, source-system families, and demo goal. Do not send secrets, credentials, raw exports, source rows, support bodies, prompt packages, local logs, or raw customer records through the public form.

Evidence Results

Discovery finds the first workflow where relationships will change the outcome.

Use these examples to move from vague AI opportunity into one measurable source, task, and result.

KynticAI Result
Automotive

Synthetic maintenance scenario - plant telemetry and maintenance history

Maintenance before downtime

Pump 47-B shows rising inlet pressure variance for five consecutive days, matching the pre-failure signature recorded for Pump 32-A with ageing bearing history.
KynticAI Result
Consultancy

Synthetic consultancy scenario - CRM, skills, utilisation, win outcome

Find trapped revenue capacity

Supply Chain Transformation proposals win at 62% versus 28% firm average, but only four consultants are tagged with the capability and all are above 90% utilisation.
KynticAI Result
Food Manufacturing

Synthetic FMCG scenario - production line, complaints, quality hold

Root cause in hours, not weeks

Complaints for Premium Lasagne 400g rose 340% in 14 days and trace to Line 4, May 3-7, where oven zone 3 ran 8C below setpoint.