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Insights

Field notes on AI strategy, governance, and execution.

Editorial note: Research and drafting are AI-assisted. Methodology claims, regulatory citations, and recommendations are grounded in documented research — every article includes specific source references. Daniela Piskackova — Co-founder & AI Audit Lead — is the research methodology guarantor behind our work. This transparency matches who we are: an AI-native company.

AllPrioritisationEU AI ActProcess automationAI agentsGovernance & GDPRAI Visibility
A retailer's support team faces a board reading PRICE CHATBOT USAGE AND BASE PLANS, with columns for AI outcome charges, base subscriptions and usage allowances.

AI Chatbot Pricing for 1,000 Monthly Support Conversations

AI chatbot pricing for 1,000 monthly support conversations: compare Intercom outcomes, Tidio's lifetime allowance and Zendesk seats without mixed units.

7 min readOct 24, 2026
A machinist checks an unfinished metal part beside an olive folder and signs reading CHECK INSPECTION DATA AND SERVICE LIFETIME, TRAINING IMAGES, INSPECTION EVIDENCE and RETIREMENT DATE.

Automated Quality Control: Azure Image Specs and End Date

Automated quality control with Azure Custom Vision needs varied training images, defined inspection evidence and a migration plan before its 2028 retirement.

6 min readOct 22, 2026
A cream paper workflow beside an olive folder reads PRICE THE COMPLETE POWER AUTOMATE WORKFLOW, with PREMIUM LICENCE, UNATTENDED RUNS and AI BUILDER CREDITS on three trays.

Power Automate pricing: Premium, unattended runs and AI

Power Automate pricing starts at $15 per user monthly, paid yearly. Compare Premium, unattended-flow licences and AI Builder credits before budgeting a pilot.

8 min readOct 20, 2026
An engineer writes beside an olive folder under CHECK THE COMPLETE COPILOT SUBSCRIPTION, with BUNDLE PRICE, LICENCE ELIGIBILITY and INCLUDED CHAT above the desk.

Microsoft Copilot pricing: bundles, add-ons and Chat

Microsoft Copilot pricing: compare the Business Premium bundle, eligible add-on plans and included Chat before requesting a complete October 2026 quote.

7 min readOct 18, 2026
A dispatch board headed COMPARE ZAPIER AND MAKE BILLING separates WORKFLOW STEPS, CREDIT ALLOWANCES and AI USAGE above blank workflow cards and an olive folder.

Zapier vs Make: compare workflow and AI billing in 2026

Compare Zapier vs Make using one CRM follow-up workflow, plan access, Zapier tasks, Make credits, storage and AI usage before choosing a subscription.

8 min readOct 18, 2026
Two sales staff compare blank deal cards beside an olive folder; a board reads COMPARE CRM COSTS AND AUTOMATION with seat, access and commitment labels.

HubSpot vs Salesforce: Sales Seat Costs and CRM Choice

HubSpot vs Salesforce: compare $100 sales-seat and user price units, then test sequences, handoffs and contract terms before choosing a CRM plan.

8 min readOct 17, 2026
At a field-services IT desk, a board reads COMPARE N8N AND ZAPIER above billing units, hosting choices and workflow limits.

n8n vs Zapier: Compare Workflow Limits and Hosting in 2026

n8n vs Zapier: compare workflow executions, task usage, multi-step access and hosting duties. Run one realistic trial before a subscription commitment.

8 min readOct 17, 2026
A catering-team diorama sorts test validation, NYC coverage and reasonable accommodations beneath VERIFY RESUME SCREENING BEFORE YOU BUY.

Resume Screening Software: Checks Before You Buy in 2026

Check job validation, New York City AEDT audit evidence and accessible alternatives before buying resume screening software for a small hiring team.

7 min readOct 15, 2026
A cut-paper print-shop desk shows a deep-olive folder as a socket between an order card and parcel, headed THE SOCKET YOUR SOFTWARE PLUGS INTO and labelled MACHINE TO MACHINE, DEFINED IN EU LAW and HOW MODELS ARRIVE.

What Is an API and Why Does AI Integration Need One?

What is an API? Learn how machine-to-machine connections supply AI models, move data between systems and shape practical integration choices.

6 min readSep 14, 2026
A small green sorting machine takes a stack of cards and sends them down three chutes into three trays, each tray holding a different-sized pile of blank cards.

AI Customer Support Triage: How to Automate the Queue

AI customer support triage automation classifies, prioritises and routes tickets faster without new headcount. What it costs, what it saves, and when it fits.

12 min readJun 15, 2026
Photograph: a green desk tray holds two neat stacks of blank ruled forms beside a black rail with a binder clip, while a hand lifts two loose sheets from the tray on a wooden desk.

AI for Accounts Payable Automation: A UK Small Business Guide

AI for accounts payable automation reads invoices, matches purchase orders and routes exceptions. What it realistically saves a small business.

12 min readJun 15, 2026
A circular conveyor ring carries blank tan tiles past a central gantry with an inspection head; two straight spurs enter and leave the ring, and one pink tile sits at the junction.

AI for Order Processing: The Wholesaler's ROI Guide

AI for order processing cuts order-entry errors and frees ops staff. Realistic costs, savings, and how to tell whether it is the right first automation for you.

12 min readJun 15, 2026
Two bins side by side: the one full of identical cubes has its gate open and feeds them one by one down a channel to a ring; the one full of irregular lumps sits behind a closed gate.

Which Process to Automate First? A Decision Framework

Which process to automate with AI first? Pick the highest-suitability, lowest-risk early win over the highest-ROI one — a decision framework for a small team.

9 min readJun 14, 2026
A small device on a desk connects by one cable into a rack of network hardware, ring binders and paper files behind it; the box is the smallest thing in the picture.

AI Implementation Framework: It's an IT Integration Project

An AI implementation framework has to budget the integration: identity, data and monitoring work is 60–70% of real cost, and no vendor quotes it.

19 min readMay 5, 2026