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.

Intelligence, Orchestrated.

✦ Decision System6-8 Weeks

Vision Safety Watch

Counting / congestion / safety detection with dashboards and runbooks.

Get an implementation plan in 24h All Systems

Overview

Computer vision module for warehouses/safety: detection models, calibration plan, compliance KPI dashboard, and operational runbooks.

HOW IT WORKS

Triggers & Workflow

When to Use

Safety monitoring, near-miss reduction, congestion insights.

Workflow

1Calibrate cameras/areas
2Run detection + alerts
3Review dashboard + runbook

REQUIREMENTS

Data & Acceptance Criteria

Data Sources

Camera feeds (scoped)
Operational logs

Acceptance Targets

Customized per scope

Precision/Recall≥0.9 (acceptance example)
False Alarm Rate (FAR)≤10% (acceptance example)

Guardrails & Security

Quality assurance & protection measures

Includes acceptance pack, runbooks & training.

GET STARTED

Is this system right for you?

Send 2–3 scenarios and available data; we'll propose scope and acceptance criteria.

Get an implementation plan in 24h

Intelligence, Orchestrated.

✦ Decision System6-8 Weeks

Vision Safety Watch

Counting / congestion / safety detection with dashboards and runbooks.

Get an implementation plan in 24h All Systems

Overview

Computer vision module for warehouses/safety: detection models, calibration plan, compliance KPI dashboard, and operational runbooks.

HOW IT WORKS

Triggers & Workflow

When to Use

Safety monitoring, near-miss reduction, congestion insights.

Workflow

1Calibrate cameras/areas
2Run detection + alerts
3Review dashboard + runbook

REQUIREMENTS

Data & Acceptance Criteria

Data Sources

Camera feeds (scoped)
Operational logs

Acceptance Targets

Customized per scope

Precision/Recall≥0.9 (acceptance example)
False Alarm Rate (FAR)≤10% (acceptance example)

Guardrails & Security

Quality assurance & protection measures

Includes acceptance pack, runbooks & training.

GET STARTED

Is this system right for you?

Send 2–3 scenarios and available data; we'll propose scope and acceptance criteria.

Get an implementation plan in 24h

Intelligence, Orchestrated.