The answers to questions most software companies avoid — about real costs, honest comparisons, and what actually works. Written to help you make better decisions, not to sell you something.
The honest answer: it depends. But here are the exact factors that drive costs up or down, typical ranges by project type, and how to budget without getting blindsided.
Governed AI means observable, auditable, human-supervised, rollback-ready systems your team owns. Learn the 5 pillars and why 85% of AI projects fail without them.
A time-boxed, governed AI pilot that gets one real use case into production in 3 weeks. Week-by-week breakdown of what happens and what you own at the end.
Before you request quotes, understand what makes one project cost £15K and another £150K. These 7 factors determine where yours will land.
87% of AI projects never reach production. After 50+ AI system builds, here are the 5 failure patterns that keep repeating — and the specific safeguards that prevent each one.
The upfront quote is only 40–60% of what you’ll actually spend. Here are the hidden costs most agencies won’t mention — and the questions to ask before you sign.
Take our 2-minute AI Readiness Assessment and get a personalised recommendation.
Take the Assessment →We build custom AI — so yes, we’re biased. But here’s the truth: off-the-shelf is the right choice for most businesses. Here’s how to know which camp you’re in.
Hiring developers feels safer. Agencies feel faster. Neither is universally better. Here’s a framework for making the right call based on your actual situation.
No-code AI tools have gotten remarkably good. Here’s an honest review of the top platforms — and the specific scenarios where they’ll help vs. hold you back.
GPT-4 is powerful but expensive and locked-in. Open-source is free but needs infrastructure. Here’s a decision framework based on 50+ production deployments.
Yes, we’re listing our competitors. Because if you’re searching for this, you deserve honest options — including firms that might suit your needs better than us.
From simple OCR to intelligent document understanding — what actually works, what’s overhyped, and what we use in our own production deployments.
Everything you need to know before spending £10K–£500K on custom software. Questions to ask, red flags to spot, timeline expectations, and how to evaluate proposals.
Most RFPs get generic responses because they ask generic questions. Here’s a template and framework for writing RFPs that help vendors give you actually useful proposals.
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“The businesses that earn trust are the ones willing to answer the questions everyone else avoids. That’s why we publish our thinking openly — including our limitations.” — Shishir Mishra, Founder & Systems Architect (AI), KORIX
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