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35 articles
★ Featured · Comparisons
What Unchased Renewals Cost UK Insurance Brokers

Even the best-retaining brokers lose about one policy in seven a year — much of it to renewals nobody chased in time. Here’s the real cost, and the governed-AI fix that stays Consumer Duty-safe.

Shishir Mishra Shishir Mishra · 7 min read · Jul 2026 · Read article →
Comparisons
Do You Need a Head of AI Governance?

Fortune 100 firms are racing to hire one. The honest operator’s call: most companies should build governed deployment instead of the six-figure hire — with the cost comparison and who actually needs the role.

Shishir Mishra Shishir Mishra · 30 Jun 2026 · 9 min read Read →
Problems & Mistakes
When NOT to Adopt AI

The seven honest signals you should wait, who governed AI isn’t for, and why adopting too early wastes more budget than waiting does — with the readiness test and a decision matrix.

Shishir Mishra Shishir Mishra · 23 Jun 2026 · 10 min read Read →
Comparisons
AI Agency vs In-House vs Consultancy

Three routes to AI delivery — hire in-house, a big consultancy, or a specialist agency. An honest comparison of cost, speed, ownership and risk — including when each (and KORIX) is the wrong fit.

Shishir Mishra Shishir Mishra · 23 Jun 2026 · 9 min read Read →
Comparisons
Why Most AI Pilots Never Reach Production

MIT found only ~5% of enterprise AI tools reach production; Gartner expects up to half abandoned after POC. The data on why pilots stall — and the three decisions that ship AI, with KORIX’s own 4-of-4 production record.

Shishir Mishra Shishir Mishra · 22 Jun 2026 · 9 min read Read →
AI Governance
AI Governance vs Governed AI: The Real Difference

AI governance is the rulebook; governed AI is the system that enforces it at runtime. The real difference, a side-by-side comparison, and why you need both — with KORIX’s own delivery proof.

Shishir Mishra Shishir Mishra · 20 Jun 2026 · 8 min read Read →
AI Governance
AI Agent Risks: What Goes Wrong & How to Govern It (2026)

What actually goes wrong when a business deploys an AI agent — and the four controls that contain it, from a team that builds and runs governed agents in production.

Shishir Mishra Shishir Mishra · 18 Jun 2026 · 11 min read Read →
Costs & Pricing
How Much Does an AI Agent Cost? Build, Run, Maintain (2026)

The honest per-agent economics: build is the big cost, maintenance is the surprise, runtime is the cheapest line — with our production agents’ real run costs, and how to budget it.

Shishir Mishra Shishir Mishra · 16 Jun 2026 · 8 min read Read →
Comparisons
Build vs Buy AI Agents: Buy the Commodity, Build the Moat (2026)

IBM and Google made agents a budget line in 2026. Buy the commodity; build only what touches your data, takes regulated actions, or guards your moat — with a 5-test gate.

Shishir Mishra Shishir Mishra · 16 Jun 2026 · 9 min read Read →
Costs & Pricing
AI Pricing Models: Per-Seat vs Per-Use vs Outcome (2026)

Six AI pricing models in 2026: per-seat, per-token, per-ticket, per-resolution, hybrid, bespoke. The cheapest at trial is rarely cheapest at scale.

Shishir Mishra Shishir Mishra · 3 May 2026 · 12 min read Read →
Strategy
The 5 AI Stacks That Ship to Production (2026)

RAG-on-CRM, Slack-Agentic, Document AI, Multi-Agent Orchestration, Bespoke API. The five architecture patterns that ship 95% of production AI.

Shishir Mishra Shishir Mishra · 3 May 2026 · 13 min read Read →
Comparisons
Top AI Implementation Companies in India (2026)

Three tiers: SI giants (Infosys, TCS, Wipro), specialists (Fractal, Yellow.ai), and AI-native + boutiques (Sarvam, Krutrim, KORIX). Pick on fit, not logo.

Shishir Mishra Shishir Mishra · 3 May 2026 · 14 min read Read →
AI Governance
AI Compliance Checklist 2026: SOC 2, HIPAA, GDPR

AI compliance for service businesses: 5 frameworks (SOC 2, HIPAA, GDPR, EU AI Act, NIST AI RMF) + the 9 controls to design from Day 1.

Shishir Mishra Shishir Mishra · 2 May 2026 · 13 min read Read →
Operations
Top 8 AI Workflow Automation Tools Compared (2026)

The 8 best AI workflow tools in 2026 — Zapier, Make, n8n, Airtable, Relevance, Lindy, Beam, KORIX BYOS. Where each breaks, real TCO at scale, the 7-question buyer test.

Shishir Mishra Shishir Mishra · 2 May 2026 · 13 min read Read →
Comparisons
AI Consultancy vs AI Deployment: 2026 Buyer’s Guide

AI consultancy and AI deployment are not the same product. The 4-question Deliverable Test reveals which one your service business actually needs in 2026.

Shishir Mishra Shishir Mishra · 2 May 2026 · 12 min read Read →
AI Governance
Governed AI Implementation Without the 6-Month Delay

The 5-step Governance-First Deployment Framework for service businesses — ship governed AI in weeks, not months, without sacrificing compliance or control.

Shishir Mishra Shishir Mishra · 1 May 2026 · 13 min read Read →
Strategy
Agent Deployment as a Service: The 2026 Model That Replaced AI Consulting

Agent Deployment as a Service replaces AI consulting in 2026. Learn what it covers, how it differs, and which model fits your business stage.

Shishir Mishra Shishir Mishra · 1 May 2026 · 14 min read Read →
Operations
AI Workflow Automation for Service Businesses (2026 Guide)

Which workflows to automate first, real tool comparisons, and the 3-Phase Decay Pattern costing ops leaders 40% of senior time. UK/US guide for 2026.

Shishir Mishra Shishir Mishra · 1 May 2026 · 12 min read Read →
Best Of
Best AI Agent Development Companies (2026, Honest)

A competitor-written Best-Of: seven AI agent development companies reviewed honestly on price, code ownership, and production record — including who each one is not for, plus a 5-question test for any vendor.

Shishir Mishra Shishir Mishra · 29 Apr 2026 · 12 min read Read →
AI Adoption
The 21-Day AI Pilot Programme: How Enterprise Teams Test AI Without the Risk

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.

Shishir Mishra Shishir Mishra · 4 Apr 2026 · 10 min read Read →
AI Adoption
7 Signs Your Business Is Ready for AI (And 3 Signs It Isn’t)

Not every organisation is ready for AI. Here are 7 signs that tell you whether your business has the foundations for successful AI adoption.

Shishir Mishra Shishir Mishra · 1 Apr 2026 · 8 min read Read →
Guides
How to Evaluate an AI Implementation Partner: 8 Criteria That Actually Matter

8 criteria that separate real AI builders from slide-deck consultants. A practical framework for choosing the right AI implementation partner.

Shishir Mishra Shishir Mishra · 1 Apr 2026 · 10 min read Read →
AI Governance
What Are Governed AI Systems? Why Enterprise Adoption Demands Them

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.

Shishir Mishra Shishir Mishra · 1 Apr 2026 · 12 min read Read →
Guides
How to Write an AI Project RFP That Gets Better 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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 10 min read Read →
Guides
The Complete Buyer’s Guide to Custom Software Development

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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 12 min read Read →
Best Of
Best Tools for Document Processing and Automation in 2026

From simple OCR to intelligent document understanding — what actually works, what’s overhyped, and what we use in our own production deployments.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 7 min read Read →
Best Of
Best AI Implementation Partners for UK Businesses in 2026

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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 7 min read Read →
Reviews & Tools
OpenAI vs Open-Source Models: Honest Review for Business Use

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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 9 min read Read →
Reviews & Tools
Best No-Code AI Platforms in 2026 — And When They’re Not Enough

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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 8 min read Read →
Comparisons
Build vs Buy: In-House Team or Software Agency?

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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 8 min read Read →
Comparisons
Custom AI vs Off-the-Shelf Solutions: An Honest Comparison

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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 9 min read Read →
Problems & Mistakes
The Hidden Costs of Choosing the Wrong Software Partner

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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 6 min read Read →
Problems & Mistakes
5 Reasons Most AI Pilots Fail — And How to Avoid Each

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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 7 min read Read →
Costs & Pricing
7 Factors That Drive Software Development Pricing Up or Down

Before you request quotes, understand what makes one project cost £15K and another £150K. These 7 factors determine where yours will land.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 6 min read Read →
Costs & Pricing
What Does a Custom AI System Actually Cost in 2026?

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.

Shishir Mishra Shishir Mishra · 25 Mar 2026 · 8 min read Read →

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Common questions

Answers before
you ask.

Questions we hear from businesses evaluating AI and custom software for the first time.

Have a different question? Ask us →
How do I know if my business needs custom software vs. an off-the-shelf solution?
If your workflow has unique steps that no existing tool handles well, or if you’re duct-taping 3+ tools together, custom software is likely worth exploring. If a mainstream tool covers 80%+ of your needs, off-the-shelf is usually smarter. Our honest comparison guide breaks this down in detail.
What’s a realistic budget for a custom AI system?
Simple AI automation starts around £10K–£30K. Mid-complexity systems with integrations run £30K–£80K. Enterprise AI with governance and compliance starts at £80K+. Read our full cost breakdown for the factors that drive pricing.
How long does an AI implementation typically take?
A focused AI pilot can show results in 21 days. A production-ready system typically takes 3–6 months. Enterprise rollouts with compliance can take 6–12 months. Our 21-Day AI Pilot is designed to give you real results fast so you can make an informed decision.
Should I hire an in-house team or work with an agency?
In-house is better if you have ongoing, core-business development needs and can invest in recruitment, management, and retention. An agency is better for defined projects, specialist skills, or speed. Our Build vs Buy guide has a decision framework.
What questions should I ask when evaluating software partners?
Ask about their failure rate, how they handle scope changes, what happens to your code after the project, and whether they’ll show you similar past work. Our Buyer’s Guide has a complete evaluation checklist.
Is my business actually ready for AI?
AI readiness depends on data quality, clear use cases, team buy-in, and realistic expectations. Many businesses jump to AI when process automation or better software would solve their problem more effectively. Take our AI Readiness Assessment to find out where you stand.
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35
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Shishir Mishra
“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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