HARISASLAM
AI & Transformation

Operational AI, under control.

Products and enterprise workflows built around reliable facts, bounded authority and measurable business economics.

Start with the operating decisionSeparate knowledge from live factsGive agents narrow toolsKeep consequential authority named
AI workflowEvidencePolicyHuman authorityAudited action
Product 01 · In development

AI Commerce Command Center

A supervised control layer across catalogue, orders, sellers, inventory, customer care and finance. It pulls operating signals into one exception queue, prepares an evidence-backed recommendation and asks for approval before consequential action.

Problem
Signals are fragmented across commerce systems.
Decision
Which exception needs action now?
Authority
People approve money, customer and seller consequences.
Open the product case
Product 02 · Live

Career Runway AI

A private decision tool that connects a career choice to financial runway and personal trade-offs. Deterministic calculations keep the money model stable. AI structures scenarios and explains assumptions without taking the choice away from the user.

Problem
Career decisions are discussed without the cash reality.
Decision
Which path remains viable under different assumptions?
Authority
The user owns the final choice.
Open the product case
Product 03 · Product concept

AEOFind

A diagnostic product for finding gaps in how AI answer engines cover commercially important questions. It starts with a fixed intent set, tests answer coverage and evidence, then turns weak coverage into a prioritized content and authority plan.

Problem
Visibility reports do not explain answer-level gaps.
Decision
Which intent and evidence gap deserves action?
Authority
People approve the source and publication plan.
Open the product case
Enterprise AI architecture

Knowledge, live facts and authority are separate layers.

Retrieval supplies approved knowledge. APIs supply facts that change. Agents use named tools inside explicit permissions and an auditable workflow.

InputsApproved knowledgeLive operational APIsEvent streamUser context and consent
OrchestrationTask scopePolicyStateTool permissions
Agent actionsRetrieveAnalyzeRecommendRequest approvalExecute
Control planeIdentityAuditEvaluationCostRollback
Business workflowsCommerceCustomer careFinanceManagement decisions
ReadSummarize approved evidenceAI may act
PrepareDraft a response or scenarioAI may act
RecommendRank permitted optionsHuman reviews
ExecuteUse a named toolApproval required
AutomateAct inside tested limitsBounded authority
Delivery model

From workflow evidence to governed scale.

A useful AI programme starts with one process and a value measure. The first deployment stays narrow enough to evaluate, reverse and govern.

  1. 01Choose one decision and baseline its cost.
  2. 02Connect approved knowledge and live facts.
  3. 03Define tools, permissions and human authority.
  4. 04Run a controlled workflow pilot.
  5. 05Measure accuracy, service, economics and failure.
  6. 06Expand authority only after the evidence holds.
AI operating cases

Eighteen practical models for commerce, retail, finance and enterprise operations.

Each case defines the workflow, authoritative data, human approval, technology, economics, KPIs, risk and a controlled implementation path.

01 · Marketplaces

AI Commerce Command Center

Coordinate catalogue, orders, sellers, inventory, customer care, pricing and finance through one supervised exception and decision layer.

Open operating case 02 · Marketplaces

AI Seller Onboarding Factory

Move a seller from verified identity to accurate bilingual offers, tested fulfilment and a first completed order with less manual rework.

Open operating case 03 · Retail & Consumer

AI Category & Merchandising Copilot

Combine demand, margin, stock age, price and promotion evidence so category teams can make better assortment and inventory decisions.

Open operating case 04 · Retail & Consumer

AI Retail Turnaround Cockpit

Turn store and SKU margin leakage, aged inventory, working capital and intervention tracking into one weekly management system.

Open operating case 05 · Telecom

AI Customer Care Operating Model

Combine approved knowledge, live order and account APIs, automated triage and accountable human escalation in one care workflow.

Open operating case 06 · Banking & Fintech

AI Loyalty & Next-Best-Value Engine

Rank eligible merchant-funded and loyalty value around customer intent while measuring incremental spend and reward cost.

Open operating case 07 · Marketplaces

AI Marketplace Trust & Quality Layer

Score seller and listing risk, monitor service evidence and route disputes without replacing policy or investigator judgment.

Open operating case 08 · Retail & Consumer

AI Pricing & Promotion Control Tower

Use elasticity, contribution, stock and competitor signals to prepare price and promotion scenarios within approval controls.

Open operating case 09 · Retail & Consumer

AI Working-Capital & Inventory Agent

Connect stock aging, sell-through, demand, purchase commitments and cash scenarios so teams act before inventory becomes stranded.

Open operating case 10 · Logistics

AI Last-Mile Exception Manager

Use scan, route, ETA and customer evidence to detect failed-delivery risk, prepare remedies and route costly exceptions.

Open operating case 11 · Marketplaces

AI Finance & Reconciliation Agent

Match orders, commissions, refunds, seller payouts and bank settlement while keeping release of money under financial control.

Open operating case 12 · Enterprise Technology

AI B2B Software Procurement Advisor

Translate requirements, entitlements, renewal timing and service needs into an explainable software-buying and optimization workflow.

Open operating case 13 · New Ventures

AI Market-Entry Intelligence Engine

Keep market sizing, competitor evidence, landed economics, regulation and launch stage gates in one traceable decision system.

Open operating case 14 · Marketplaces

AI Creator-Commerce Engine

Match creators to approved products, preserve attribution through returns and pay commission on contribution rather than noisy reach.

Open operating case 15 · Retail & Consumer

AI Gifting Concierge

Translate occasion, relationship, budget, live inventory and fulfilment capacity into explainable gift options a customer can trust.

Open operating case 16 · Enterprise Technology

AI Enterprise Workflow Copilot

Combine grounded SOP retrieval with live ERP, CRM and work-order facts so staff can prepare and execute controlled enterprise actions.

Open operating case 17 · Retail & Consumer

AI Retail-Media Optimizer

Allocate retail-media inventory across advertiser demand while protecting customer relevance and incremental retail contribution.

Open operating case 18 · Enterprise Technology

AI Procurement / Supplier Negotiation Copilot

Prepare supplier negotiations from landed margin, MOQ, demand, inventory risk, service performance and contractual evidence.

Open operating case

GCC growth & transformation

How growth, transformation and operating models connect.

Across Saudi Arabia, the UAE and the wider GCC, the operating lens connects growth, turnaround, digital commerce, AI, marketplaces, fintech, enterprise technology and market entry to commercial economics, ownership and execution.

Priority operating models: Saudi growth & market entry · UAE growth and transformation · payments and embedded finance · retail transformation · enterprise AI transformation.

For the capability map and named operating record, see the GCC operating profile and track record.

Explore GCC growth & transformationReview operating evidence