Tech Executive Advisory

Generative AI Integration: How to Add GenAI to Existing Systems

Generative AI integration connects a generative model to the systems a business already runs, such as its CRM, ERP, document stores and ticketing tools, so the model reads governed data, returns results where people work and acts under existing permissions. Success depends less on the model than on connectors, access control, output validation and monitoring.

Custom AI Development: In-House vs. Outsourced Builds Compared

When custom AI is worth building, what a build actually involves, and how in-house and outsourced teams compare on speed, control and risk.

Top AI Development Companies to Consider in 2026 (Buyer's Shortlist)

A shortlist of AI development companies grouped by the kind of work each one fits, with a published selection method, facts taken only from each firm's own website, and a clear disclosure that Sphere is the publisher.

Generative AI Use Cases in Financial Services (2026)

A function-by-function guide to generative AI in banking, insurance, and wealth management: what each use case does, the data and controls it needs, and how to prove it pays off.

AI Development Platforms Compared: How to Choose One for Enterprise Builds

A factual comparison of the AWS, Microsoft, Google, Databricks, and open-source AI development platforms, plus a six-part framework for choosing one for enterprise builds.

AI App Development Services: Process and How to Choose a Partner

AI app development services cover the whole product around the model: user experience, data pipelines, integrations, evaluation, security and production operations. This guide explains how AI apps differ from conventional software, the stages and quality gates of a sound engagement, and the questions that separate a production partner from a demo shop.

Enterprise AI Companies: How to Evaluate an AI Vendor for Enterprise Deployment

Enterprise AI companies sell four very different things. Here is how to tell the types apart and a seven-point framework for judging any AI vendor before you deploy it across the business.

Technical Debt Assessment: A Guide for Business Leaders and Acquirers

What a technical debt assessment is, how to measure technical debt in business terms, and how acquirers assess and price it during due diligence.

AI Agent Development Services vs. In-House Build: How to Decide

A production agent is a governed workflow system, not a chatbot with tools. Here is what the build involves, when to bring in a partner, and how to tell a team that ships agents from one that demos them.

How to Hire an AI Developer: Skills, Hiring Models, and Where to Look (Without Wasting 3 Months)

Most AI hiring mistakes happen before the first interview, when the wrong role gets posted. Here is how to define the job, test the skills that matter, run an interview that predicts performance, and pick a hiring model that fits the work and the team you already have.

AI Chatbot Development Services: What They Include and Cost

Modern AI chatbots run on LLMs and retrieval, not decision trees. Here's what a real AI chatbot development engagement includes, what it costs, and how to evaluate a partner before you sign.

Generative AI Development Services: What's Included and How to Choose a Partner

Generative AI development services take a use case from scoping to a production system: model strategy, retrieval and agent builds, integrations, evaluation, guardrails and deployment. This guide explains what a real engagement includes, how engagement models compare and how to evaluate a partner before you sign.

AI Consulting Services: What to Expect from an AI Consulting Company

AI consulting means different things to different firms. Here's what a real engagement covers, what it costs, and how to tell an advisory partner from a reseller of AI hype.

How to Choose an AI Software Development Company (And What to Watch Out For)

Not all AI software development companies are equal. Learn what separates firms that truly build with AI from those that just use the word.

Nearshore vs Offshore Outsourcing for IT: A Staff Augmentation Perspective

Annual Budget Planning in Tech Departments: Agile Minds in a Waterfall World

Avoiding the ‘Dance of Dysfunction’: How to Bridge the CEO-CTO Gap

Living Longer, Living Better: What Tech Leaders Can Learn from a Longevity Doctor’s Bestselling Book

Unveiling the Truth: A Tech CEO Perspective - Most Products Are in Fact Projects

How to Know When Your Monolithic Software is Holding You Back — and What To Do About It

The Secret Sauce of Change Communication

The Battle Between Action Bias and Pareto Principle

Maximizing Growth Potential: Overcoming Common OKR Mistakes

Measure What Matters: A Book Summary By Boris Korenfeld

The Keys to Effective Organizational Change

Turn this crisis into a good thing - are you prepared for the road ahead?