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Checklist to choose an AI consulting and web development partner

A strong partner is not just a vendor. They connect business outcomes with execution quality, architecture decisions, and post-launch support.

Executive checklist to evaluate digital transformation partners
Choose a partner with business context, technical depth, and operational accountability.

What to validate first

Anyone can show a portfolio. What separates a partner from a vendor shows up in the first meetings, before any contract:

  • Do they ask business questions, not only technical ones?
  • Do they provide phased deliverables with acceptance criteria?
  • Can they integrate CRM, channels, and current tools?
  • Do they define support ownership after go-live?

“Every company is a software company.”

Satya Nadella

Red flags before signing

  • No explicit assumptions or scope boundaries
  • No clear plan for performance and security
  • No operational KPI dashboard tied to business impact
  • No realistic maintenance model

None of these is a technicality. Each one turns into money later: undefined scope becomes change requests, a missing security plan becomes an incident, and a vague maintenance model means paying twice for the same fix.

Execution discipline that matters

Look for 90-day roadmaps, sprint-level demos, measurable KPI reviews, and transparent trade-off decisions. A partner who shows you working software every couple of weeks is giving you an exit at every step; one who asks you to wait until the end is asking for trust they have not earned yet. That discipline is what turns technology into a durable business asset.

“What gets measured gets managed.”

Peter Drucker

Curious facts

  • The discipline of “software engineering” owes its name to a 1968 NATO conference in Garmisch, Germany, convened because so many projects were late and over budget — a situation attendees called the “software crisis”.
  • Conway's law, formulated by Mel Conway in 1968, observes that organizations design systems that mirror their own communication structure. How a partner's team is organized will show up in your product's architecture.
  • Developers call the number of people who could leave before a project stalls the “bus factor”. A partner where only one person understands your system has a bus factor of one.
  • Goodhart's law — “when a measure becomes a target, it ceases to be a good measure” — is a useful lens for judging any KPI dashboard a partner promises you.
  • “Dogfooding” — using your own product internally — was popularized at Microsoft in 1988 after a manager's email referenced an Alpo dog-food ad campaign. Ask any partner whether they run on what they build.
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