What is an “AI Pilot Studio”?

A short, KPI-anchored pilot (typically 6–8 weeks) that proves value on a named business decision, with an Acceptance Pack (UAT, evals, runbooks, training, handover).

Do you start with read-only access?

Yes. Pilots start read-only. Write operations are unlocked after UAT via a Security Gate and Change Request (CR), with rollback plans.

How do you reduce hallucinations?

We rely on grounded retrieval (RAG) with citations, confidence thresholds, continuous evaluations (coverage/latency/hallucination), and Human-in-the-Loop escalation for sensitive cases.

What about PDPL and data residency?

PDPL-aware by design: no personal data in prompts or logs (default), encryption in transit/at rest, RBAC, audit trails, and on‑prem/VPC deployment options in KSA when required.

What do we get at the end of the pilot?

A working decision system with dashboards/logs, an Acceptance Pack (UAT + Golden Set + Eval Plan), runbooks, training, and a scale-up plan for phase 2.

How much does a pilot cost?

Pilot pricing is customized based on scope and complexity. Contact us for a detailed quote tailored to your specific decision system needs.

What if the pilot doesn't meet acceptance criteria?

We work with you to refine the system until acceptance criteria are met. Our pilots include iterative tuning during UAT to ensure success.

Do we own the system after the pilot?

Yes. You own the decision system, code, and data. We provide full handover documentation, training, and ongoing support options.

Can you integrate with our existing systems?

Yes. We integrate via APIs and connectors with ERP, CRM, SharePoint, email systems, and other data sources. Read-only access is established first.

What is an “AI Pilot Studio”?

A short, KPI-anchored pilot (typically 6–8 weeks) that proves value on a named business decision, with an Acceptance Pack (UAT, evals, runbooks, training, handover).

Do you start with read-only access?

Yes. Pilots start read-only. Write operations are unlocked after UAT via a Security Gate and Change Request (CR), with rollback plans.

How do you reduce hallucinations?

We rely on grounded retrieval (RAG) with citations, confidence thresholds, continuous evaluations (coverage/latency/hallucination), and Human-in-the-Loop escalation for sensitive cases.

What about PDPL and data residency?

PDPL-aware by design: no personal data in prompts or logs (default), encryption in transit/at rest, RBAC, audit trails, and on‑prem/VPC deployment options in KSA when required.

What do we get at the end of the pilot?

A working decision system with dashboards/logs, an Acceptance Pack (UAT + Golden Set + Eval Plan), runbooks, training, and a scale-up plan for phase 2.

How much does a pilot cost?

Pilot pricing is customized based on scope and complexity. Contact us for a detailed quote tailored to your specific decision system needs.

What if the pilot doesn't meet acceptance criteria?

We work with you to refine the system until acceptance criteria are met. Our pilots include iterative tuning during UAT to ensure success.

Do we own the system after the pilot?

Yes. You own the decision system, code, and data. We provide full handover documentation, training, and ongoing support options.

Can you integrate with our existing systems?

Yes. We integrate via APIs and connectors with ERP, CRM, SharePoint, email systems, and other data sources. Read-only access is established first.

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Cookie Policy

Details on cookie categories used on this site and how you can control them.

Effective date: Jan 26, 2026 • Contact us

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Cookie Policy

Details on cookie categories used on this site and how you can control them.

Effective date: Jan 26, 2026 • Contact us

What are cookies?

Cookies are small text files stored on your device when you visit a website. They help us improve your experience and provide personalized content.

Types of cookies

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Required for the website to function properly. These cannot be disabled.

Cookies used:

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Analytics Cookies

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Marketing Cookies

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Functional Cookies

Enable enhanced functionality and personalization.

Managing cookies

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Third-party cookies

We may use third-party services like Google Analytics that use their own cookies. You can learn more about their privacy policies on their websites.

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If you have any questions about our use of cookies, please contact us via the Contact page.

Cookie Policy

Details on cookie categories used on this site and how you can control them.

Effective date: Jan 26, 2026 • Contact us

What are cookies?

Cookies are small text files stored on your device when you visit a website. They help us improve your experience and provide personalized content.

Types of cookies

Essential Cookies

Required for the website to function properly. These cannot be disabled.

Cookies used:

admin_session
cookie_consent_given
cookie_preferences

Analytics Cookies

Help us understand how visitors interact with our website.

Cookies used:

_ga
_gid
_gat
_ga_*

Marketing Cookies

Used to track visitors across websites for marketing purposes.

Functional Cookies

Enable enhanced functionality and personalization.

Managing cookies

You can manage your cookie preferences at any time by clicking the "Customize" button in the cookie consent banner.

Third-party cookies

We may use third-party services like Google Analytics that use their own cookies. You can learn more about their privacy policies on their websites.

More information

If you have any questions about our use of cookies, please contact us via the Contact page.