Writing
Notes on agentic AI, autonomy, and redesigning how enterprises actually operate.
3 Aug 2026
Agentic AI Needs an Operating Model, Not Just a Personality Layer
The illusion of agency breaks when the system can’t remember, adapt, or stay in character across sessions.
2 Aug 2026
Beyond Points: Building a Sustainable Loyalty Engine at Scale
A pragmatic guide to designing loyalty and rewards systems that drive lasting engagement without relying on brand‑specific tricks.
1 Aug 2026
Beyond Personalization: Rethinking Loyalty Strategy in the AI Era
AI is reshaping loyalty programmes from a marketing add‑on into a core engine for fraud defense, predictive engagement, and purpose‑driven value.
1 Aug 2026
Why Agentic AI Fails Without a Unified Data Backbone
Agentic AI can only act if the data it needs is already in place; three checks reveal the hidden gaps.
31 Jul 2026
Embedding Loyalty into Everyday Spend
When loyalty programs move beyond flights to everyday purchases, relevance replaces frequency as the driver of engagement.
30 Jul 2026
When Loyalty Becomes Invisible Infrastructure
The real maturity signal is a platform that turns every transaction into a data‑driven trigger for relevance, not just a points ledger.
30 Jul 2026
Beyond Points: Turning Declared Intent into Actionable Loyalty
Loyalty programs that capture and act on explicit customer intent deliver higher value than traditional point-only models.
29 Jul 2026
The Predictive Loyalty Engine: Why Intent Beats History in Rewards Strategy
Banks and issuers that still rely on declared data or static behaviour are funding guesswork—predictive intent is the new table stakes.
29 Jul 2026
From Points to Payments: Redesigning Loyalty Around Real‑World Transactions
When rewards move from abstract points to tangible payment actions, loyalty programs gain relevance and retention.
28 Jul 2026
Beyond Points: How GCC Banks Are Redesigning Loyalty for Relationship Depth
The shift from transactional rewards to behaviour-driven engagement is redefining loyalty economics in the region.
28 Jul 2026
The Evolution of Loyalty in Banking: Beyond Points to Profitability
Banks are rethinking loyalty strategies to balance customer expectations with economic sustainability, moving beyond traditional points-based models.
27 Jul 2026
Beyond Points: Making Relationship Value Visible
A tier system that shows customers the full worth of their relationship turns loyalty into a strategic asset rather than a simple points game.
26 Jul 2026
Why the Second Redemption Is the Real Test of Loyalty
The industry’s AI hype will only deliver when the reward experience after the first use is frictionless and valuable.
25 Jul 2026
Why the Second Redemption Is the True Test of Loyalty Design
The moment a member reaches for a second reward is when the programme’s real economics and psychology collide, and friction at that point can dissolve loyalty faster than any acquisition cost.
24 Jul 2026
Beyond Points: Measuring Emotional Loyalty in the Digital Age
Transaction data alone can’t capture the true drivers of loyalty; integrating intent and emotional signals is essential for sustainable retention.
23 Jul 2026
Instant Rewards as an Intent Engine, Not a Speed Trick
Real‑time crediting reshapes loyalty by turning every redemption into a data point that refines segmentation and timing.
23 Jul 2026
Why Redemption Friction Determines Loyalty Retention
The hidden cost of each click between earning points and receiving cash can turn a loyalty programme from a growth driver into a churn accelerator.
18 Jul 2026
The Agentic Operating Model is a Control Plane, Not a Script
How to decompose work so agents can own outcomes without owning risk.
15 Jun 2026
Building Trust in Agentic AI Systems
Explainability is key to customer trust in AI-driven financial services
13 Jun 2026
Agentic AI Demands a Rethink of Organizational Control
True agentic AI reframes not just technology, but who—and what—holds decision-making power within an enterprise.
18 May 2026
Beyond Points: How Chance Fuels Loyalty
When the promise of a random win replaces predictable payouts, the psychology of anticipation reshapes customer engagement.