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KADE / FAQ

Frequently asked
questions.

Understand the lenses, the evidence behind each read and the boundaries that keep the institution in control.

Find your answer.

01 / PLATFORMThe platform.

8 questions
What is KADE?

KADE is an intelligence infrastructure layer for capital markets. It connects permitted institutional data, analytical reads and existing workflows, retaining the evidence beneath each result.

The institution retains its systems of record and its decisions.

Does KADE replace the existing technology stack?

KADE sits above the existing stack. Market data, portfolio systems, risk models, research and internal records supply permitted inputs through governed interfaces. Those systems remain authoritative.

How do Lenses and TELESCOPE differ?

An individual Lens addresses a specific question. The initial eight market lenses cover Portfolio, Momentum, Trend, Volatility, Risk, Opportunity, Liquidity and Correlation. They are the starting phase of an expanding family that also includes Policy Lenses.

TELESCOPE is optional synthesis across several reads. It preserves the underlying evidence, including agreement, conflict and confidence. An institution can use a single Lens without choosing synthesis.

Can reads reflect an institution’s mandate?

Lens configuration defines the context for each read. Relevant settings include classification schemes, measurement windows, horizons, limits and thresholds. The configuration depends on the question being assessed and the institution’s mandate.

Configuration and version remain with the analytical record.

Is KADE dependent on a particular AI model?

The model is substitutable by design. Lens definitions, composite construction and the retained analytical record do not change when the model does, and the fully sovereign specification executes without a query-time external model round trip.

Does KADE have competitors?

Yes. Complementarity describes how KADE is intended to fit into an institution’s architecture. Institutions can also consider an internal build, specialist analytical tools and capabilities within broader financial platforms.

The comparison is the institutional question being addressed, the evidence retained with a read and the deployment boundary. Existing providers can span several categories.

How should KADE be compared with existing providers?

Start with where each system runs, whose data it reads and the role it keeps. Market and reference data, risk and factor models, portfolio and order systems, and research and analytics can supply permitted inputs to the intelligence layer.

These categories describe roles. They are not a ranking of providers’ capabilities. Data access, interfaces, licences and processing locations must be agreed for each deployment.

Does KADE provide investment advice or execute trades?

KADE provides analytical reads and their supporting evidence. It does not provide investment advice, trade signals or trade execution. The institution determines what action, if any, to take through its own decision and execution processes.

02 / EVIDENCEReads and evidence.

6 questions
What evidence remains with a read?

The analytical record retains the read, its contributing factors, configuration, ruleset version and run timestamp. These details give the institutional team a basis for reviewing how the result was formed.

Public examples illustrate the structure of that record. They do not represent a live instrument or a completed institutional deployment.

Can the lenses disagree?

Yes. The lenses answer different questions. Momentum may be supportive while liquidity, volatility or correlation exposes a constraint.

Optional TELESCOPE synthesis preserves agreement, conflict and confidence so the institution can inspect the different perspectives behind a combined read.

Who retains the decision?

The institution. KADE returns intelligence and retained evidence into the selected workflow. The institutional team reviews the result and determines the action.

The website’s illustrative synthesis does not specify a trade or an institutional action.

What are Policy Lenses, and what is their status?

Policy Lenses are optional overlays that condition analytical reads against an institution’s adopted rule set. Specified instances include Shariah, mandate drift, ESG, concentration and exposure, evidenced disbursement, regulatory suitability and bespoke client screens.

Policy Intelligence is on the Phase 3 roadmap, with Shariah the first instance in design. The result, reasons and ruleset version are specified for the retained record. The public preview explains these boundaries; it does not calculate a screening result.

How do Policy Lenses relate to market lenses?

The initial eight market lenses assess Portfolio, Momentum, Trend, Volatility, Risk, Opportunity, Liquidity and Correlation. Additional lenses form part of the wider architecture. Policy Lenses apply an adopted rule set to that analytical context.

A policy overlay adds the institution’s rule boundary to the read. It preserves the underlying analytical perspective and the reasons for the policy result.

Whose methodology does the Shariah Policy Lens apply?

The specified Shariah overlay applies the institution’s adopted methodology, screening criteria, thresholds and status rules. The methodology must be agreed for the engagement.

The design retains the ruling, reasons and ruleset version for review. It does not replace the institution’s Shariah governance or approval process. Shariah is the first Policy Lens in design on the Phase 3 roadmap.

03 / DEPLOYMENTDeployment.

5 questions
Which technical deployment profiles are described?
Hosted
Analytical processing runs in a KADE-controlled environment. Permitted inputs, transfers and service dependencies follow the contracted configuration.
Hybrid sovereign
Selected data and processing remain within the institution. The contract defines the remaining stages and permitted cross-boundary flows.
Fully sovereign
Under the fully sovereign specification, every analytical stage is designed to execute locally within the institution’s controlled environment. Approved signed updates would be pulled or imported and verified locally.

No certified sovereign runtime is in production today.

Does analytical data leave the institution’s boundary?

That depends on the technical profile and contracted configuration. Hosted and hybrid deployments define which inputs, processing stages and results may cross the institutional boundary.

Under the fully sovereign specification, analytical execution is designed to remain local, without a query-time external model round trip, and no analytical payload is designed to leave the institution’s boundary. Non-content telemetry is permitted only where institutional policy allows. No certified sovereign runtime is in production today.

How do Enterprise and White Label differ?

Enterprise is a direct institutional engagement. White Label delivers the intelligence layer under a partner’s brand.

These are commercial arrangements. Branding and distribution do not determine where analytical processing runs. The technical profile, data residency, processing and access boundaries are set separately in the deployment contract.

Can KADE be embedded in an existing application?

Results can return through APIs and SDKs, existing applications and white-label products, or the customer platform and chat. Embedding places intelligence inside an existing application or workflow through governed interfaces.

The delivery surface and technical boundary are selected for the institution’s requirements.

Which data can KADE read?

The engagement defines the permitted sources, portfolios, mandates and interfaces before a read begins. Data access, licences, processing locations and cross-boundary transfers must be agreed for the selected deployment profile.

Existing systems remain authoritative. A connection does not imply unrestricted access to an institution’s data.

04 / COMPANYCompany and enquiries.

14 questions
Where is KADE based?

KADE is based in Qatar and built to operate globally.

What is the current build status?
Synthesis core
Built and running in staging.
Lens suite
Specified and mapped.
Sovereign runtime
A certified sovereign runtime is not yet in production.
Policy Intelligence
Planned.
What does a pilot programme cover?

A pilot is a scoped evaluation with agreed outcomes and success criteria. Its processing and data boundary are specified with the institution.

The evaluation scope can identify the institutional question, permitted sources, selected reads and intended workflow. Those choices provide the basis for agreeing what the pilot should demonstrate.

How can an institution discuss its requirements?

Institutional deployment, partnership and investor enquiries can be submitted through the institutional enquiry form, or sent directly to info@kadetechnologies.com.

An initial enquiry can outline the intended use, existing workflow and deployment requirements.

How do I request customer portal access?

Use any email address you can access and verify it using the one-time code sent by KADE, then register through the Customer Platform access route. No ChatGPT account is required. Requests are reviewed by KADE; registration does not automatically grant access. Approved resources depend on your account permissions.

Is the developers’ playground connected to the KADE system yet?

The website provides the developer-facing journey and access-request routes. Integration with the KADE system is the next step towards completing the playground. Public walkthroughs do not provide production credentials or prove that a live analytical environment is available.

How does an invited screen-sharing session work?

An authorised administrator invites other administrators or third-party guests by email. Invitees confirm before joining. The presenter chooses when to share a screen and can stop sharing. Guests can view the invited room only; the invitation does not provide admin access. KADE’s interface provides no recording or remote-control function.

Can I browse without optional analytics?

Yes. You can decline optional KADE visitor analytics using Analytics preferences and still browse, send an enquiry or request access. Hosting, security and Cloudflare Web Analytics are described separately in the privacy notice.

Does an enquiry subscribe me to newsletters?

No. Newsletter consent is a separate choice and you must confirm using the emailed link. You can unsubscribe later without affecting enquiry handling or approved portal access.

How can I access press resources?

Use the Press & Media access route to request access. The team reviews requests, and restricted materials remain subject to authentication and the permissions provided.

What is the difference between News & Insights and Press & Media?

News & Insights is the public home for articles and perspectives. Press & Media provides approved users with restricted resources for media use. Access to the resource library requires review and authentication; each resource remains subject to its stated permissions.

How do I reset my Press & Media password?

Choose “Forgot password?” on the Press & Media sign-in page. Open the reset link in your email, enter your new password twice and select “Save new password”. You can then sign in immediately. The link works once and expires after 30 minutes. If it expires, request another link.

Who writes the articles, and how can I request a correction?

Articles display their author or contributor. A contributor profile may include a photograph, title and professional profile link. For a factual correction, email info@kadetechnologies.com with the article link and the detail to review. Articles provide information and perspectives, not investment advice.

What should we prepare for an initial technical briefing?

Start with the institutional question, relevant portfolios or mandates, the systems that hold the permitted inputs and the workflow where the result should return.

Outline your data residency requirements, approval boundaries and success criteria. An initial enquiry can describe these requirements without including confidential portfolio data or credentials.

A question specific to your institution?

Let’s discuss your workflows and deployment requirements. Request a technical briefing →

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