THINKING

Ideas shaping what gets built next.

Perspectives on technology, AI, software, digital products and the decisions shaping how they are designed, built and evolved.

Conceptual illustration of connected business concepts and data relationships for enterprise AI agents

Business Systems

Neo4j Context Engine gives agents shared business context

Two agents can read the same CRM and reach conflicting decisions. Neo4j's Context Engine targets shared definitions, permissions and accountable updates.

Conceptual illustration of customer events moving from an online storefront through CRM and messaging systems, referencing the announced Salesforce–Braze agreement

Digital Product

Salesforce–Braze and the missing contract between customer systems

Salesforce’s $5.66 billion Braze agreement exposes a familiar engineering failure: customer events arrive, but identity, consent and business state fail to travel with them.

Editorial image illustrating a blocked AI agent attempting to access a digital service

Digital Product

An AI agent needs permissions, not your customer's password

Amazon blocked Muse; Walmart's CAPTCHA interrupted agents it intended to welcome. The engineering response is scoped access, not an open door.

Premium retail product on a stone counter in natural light, ready to be discovered through a digital catalog.

Technology Strategy

Shop MCP opens another buying channel; the catalog has to answer

Shop MCP brings Shopify search and checkout to compatible agents. To use that channel, merchants need clear catalog data, order monitoring and connected consent rules.

Customer checks a phone in a premium store while an associate prepares a package; conversational checkout happens before the website.

Technology Strategy

Checkout left the website. Who keeps the customer relationship?

TikTok, Google and Meta are moving different parts of commerce into their platforms. For a brand, the key decision is how much control it keeps over orders, data and after-sales service.

A chef hands a takeaway bag to a courier while a phone displays an ordering conversation.

AI & Technology

AI can take the order. Is the restaurant ready to fulfill it?

Conversational orders are connecting to restaurant systems in the US. The deeper challenge is keeping menus, inventory, prices, payments and POS in sync.

Contemporary storefront with greenery at the entrance and a warmly lit interior.

AI & Technology

Google is introducing your brand before the click. What does it say?

AI Overviews can summarize a company before anyone visits its website. A practical guide to checking what appears, where it comes from and whether it represents the business accurately.

Two people arrange connected modular pieces to represent a software system shaped around a business.

Business Systems

Owning software means owning the decisions

Real software ownership is more than access to source code. It means controlling the product decisions, data, roadmap and continuity behind an important business capability.

A hand adds layers of physical cost markers around a simple subscription folder, representing hidden SaaS expenses.

Business Systems

Your SaaS may cost more than you pay

The subscription is visible. Workarounds, integrations, internal support and exit costs can make the real cost much larger.

An operations lead reconciles the same business record across two systems while following a manual checklist.

Business Systems

Operational debt accumulates too

Workarounds, manual checks and hidden handoffs can keep a business moving while quietly increasing its cost and risk.

Two product leaders compare a standardized SaaS workflow with a business-specific software architecture on a wall display.

Business Systems

Own the software when the process matters

SaaS buys speed and standardization. Software of your own can turn a strategically important process into a capability the business controls and evolves.

Professional handling confidential documents beside a secure vault, representing data protection as a product decision

Business Systems

Data protection is a product decision

Privacy and data protection obligations depend on the organization, the data and the jurisdictions involved. Software design determines whether those obligations can be carried out and demonstrated.

Especialistas revisan la experiencia de usuario de un software empresarial mientras analizan un flujo de trabajo en pantalla.”

Digital Product

UX is part of the business logic

UX/UI shapes how people make decisions, complete work and trust software. Its business impact depends on expert understanding of the operation and continuous measurement.

A technician adjusts a purpose-built fixture with a caliper while standard fixtures sit on the workbench.

Business Systems

Your business pays for every workaround

A SaaS subscription is only part of the cost when essential work happens outside the software. Compare the full cost of adapting a process with the cost of custom software operated and evolved over time.

Two colleagues mark a bottleneck and an alternate route on a hand-drawn business process map.

Business Systems

When business software needs to fit the operation

A practical guide to spotting when workarounds have become part of the process, mapping the real operating gap and choosing whether to buy, adapt or build.

An operations coordinator reviews a work order and routes it to the next queue on a physical dispatch board.

Digital Product

AI can build the interface. A team has to own the product.

AI makes software faster to produce. Experts make it fit the business, and a human team keeps it useful as the business changes.