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Intelligence,
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Practitioner perspectives on AI, B2B operations, and building in emerging markets.

AI Operations
Latest
Automating Your B2B Product Catalog with AI: Descriptions at Scale

AI catalog automation solves 2,000 missing product descriptions in days — but only if your source data is clean. Workflow, quality control, and cost explained.

July 2026 Read →
Marketing
Brevo from Zero to Automated: A Setup Guide for B2B Marketing Teams

How to configure Brevo for B2B marketing from scratch — list architecture, DKIM/SPF, five automation workflows, and deliverability testing before first send.

July 2026 Read →
AI Operations
AI Returns Management in B2B Distribution: What's Automatable, What Isn't

AI can automate three parts of B2B returns workflows — but trying to automate the rest costs more than it saves. Here's where the boundary sits.

July 2026 Read →
Trade
The Iran Sanctions Map in 2026: What's Prohibited, What's Permitted, What's Gray

EU snapback sanctions are fully in force since September 2025. This article maps what's prohibited, permitted, and gray for EU B2B operators in 2026.

July 2026 Read →
Finance
ECB at 2.25%: What the First Rate Hike Since 2023 Means for Trade Finance

On June 11, 2026, the ECB raised rates to 2.25% — the first hike since 2023. Here's what that means for EU importers with EUR-denominated trade finance.

July 2026 Read →
B2B
How B2B Distributors Build Recurring Revenue from Existing Buyers

5% better retention can drive 25–95% profit growth. For distributors, loyalty is not about points — it's about friction removal. Here's the operational model.

July 2026 Read →
AI Operations
AI-Assisted Pricing in B2B Distribution: When It Helps, When It Doesn't

AI pricing tools can add 50+ basis points of margin — but for mid-market B2B distributors, dynamic pricing has a trust cost most models ignore. Here's the honest map.

July 2026 Read →
Strategy
Setting Up a Serbian Company as a Non-EU Founder: What the Official Timeline Misses

The official Serbian company registration timeline is 3–5 days. For non-EU founders, the real timeline is 3–8 weeks. Here's what adds the time.

July 2026 Read →
AI Operations
When AI Deployments Fail: Three Failure Modes in B2B Operations

68% of B2B distributors can't measure AI ROI. The deployments didn't fail visibly — they failed silently. Three distinct failure modes explain most of it.

July 2026 Read →
B2B
WhatsApp as a B2B Order Channel: The $45B Economy Most Distributors Ignore

Global WhatsApp commerce hit $45B in 2026. B2B usage is up 42% year-over-year. Here's what a structured order workflow on WhatsApp actually looks like — and what it costs.

July 2026 Read →
AI Operations
Building a Knowledge Base Your AI Can Actually Use

Most AI support deployments fail because the knowledge base was built for humans, not machines. Here's what a RAG-ready KB structure actually requires.

July 2026 Read →
Trade
Turkey as a Transit Corridor in 2026: Opportunities and the Sanctions Ceiling

Turkey's role as an EU–Iran trade gateway has shifted in 2026. Secondary sanctions, the gas renegotiation, and the Middle Corridor alternative — mapped for B2B operators.

July 2026 Read →
AI Operations
AI Inventory Forecasting for Distributors: The 30% Accuracy Gap

AI demand forecasting delivers 30–50% accuracy improvements over moving-average methods — and 20–30% lower inventory holding costs. Here's how it works, what data it needs, and which tool tier fits your scale.

July 2026 Read →
AI Operations
The Minimum Viable CRM for a B2B Distributor in 2026

HubSpot Free supports unlimited users and 1M contacts — but has five specific limits distributors hit within 90 days. Here's what each one looks like and when to upgrade.

July 2026 Read →
AI Operations
Email Automation for B2B Distributors: The Results Gap

Automated trigger emails hit 30.63% open rates vs 20.73% for broadcast. Here's what five specific email sequences look like for a B2B distributor and which one returns value fastest.

July 2026 Read →
AI Operations
The AI Adoption Numbers in Wholesale Distribution: What the 2026 Data Shows

63% call AI 'extremely relevant.' 85% will run it as core infrastructure by 2031. 68% can't measure ROI. Here's what these three numbers mean together — and what separates the companies that capture the value from the ones that don't.

June 2026 Read →
AI Operations
The Four Metrics That Turn AI From a Cost Into a Documented Advantage

68% of wholesale distributors running AI cannot measure its ROI. The measurement gap is not a data problem — it's a baseline problem. Here's the four-metric framework that closes it.

June 2026 Read →
AI Operations
AI Order Entry in 2026: What It Costs, What It Saves, Who Should Buy It

60% of wholesale distributors have adopted order entry automation. The benchmark for mature implementations is 96% touchless processing. Here's what it actually takes to get there.

June 2026 Read →
AI Operations
Building an AI-First Operations Team on a Startup Budget

You don't need a data science team or a six-figure AI budget to run AI-augmented operations. Here's what a 2–5 person operations team looks like when it's built AI-first from the start.

June 2026 Read →
AI Operations
Build an AI Customer Support Layer for €200/Month

A mid-size B2B distributor handling 20 support queries per day can automate 65–70% of them for under €200/month. Here's the exact stack and what it takes to get there.

June 2026 Read →
AI Operations
AI vs. ERP: Which Problem Should a Distributor Solve First?

A question that comes up constantly: should we upgrade the ERP before adding AI, or can we layer AI on top of what we have? The answer depends on which problem is actually costing you money.

June 2026 Read →
Strategy
Why Most Service Websites Don't Convert — And the Five Fixes That Work

A B2B service website has one job: make a qualified visitor confident enough to start a conversation. Most B2B websites fail at this job for five specific, fixable reasons.

June 2026 Read →
Strategy
Digital Marketing in the Iran–Europe Corridor: What Works and What Doesn't

The Iran–Europe B2B corridor has specific platform constraints, language requirements, and trust dynamics that make standard Western digital marketing playbooks only partially applicable. Here's what actually works.

June 2026 Read →
FX & Trade
EUR/RSD Is Stable. Here's Why That Matters for Importers Right Now.

The Serbian dinar has moved less than 0.1% against the euro year-to-date. The National Bank of Serbia is holding the corridor deliberately. This has practical consequences for any B2B operation with dinar-side costs.

June 2026 Read →
Strategy
How Service Businesses Get Their First 10 Clients Through Content

The first 10 clients for a B2B consulting or service business almost never come from advertising. They come from content that demonstrates you understand a specific problem better than anyone else in the room.

June 2026 Read →
AI Operations
5 AI Tools for Sales Teams That Actually Work in 2026

Most AI tool roundups are lists of software features. This one is a list of tools organized around the specific sales problems they solve — with what they cost and what 'working' looks like.

June 2026 Read →
Strategy
Why Consulting Practices That Lead With a Founder Brand Close Deals Faster

A named, visible founder who writes and speaks about specific problems converts trust faster than a faceless agency brand. Here's why the model works and what it requires.

June 2026 Read →
FX & Trade
FX Risk for Importers in 2026: A Practical Framework

The rial lost 112% year-over-year. The dinar hasn't moved. These two facts define the FX risk picture for B2B importers working the EU–Iran corridor in 2026.

June 2026 Read →
FX & Trade
Incoterms for the EU–Iran Trade Corridor: Which Terms Work, Which Don't

Standard Incoterms were designed for a world with predictable banking and logistics infrastructure. On the EU–Iran corridor, sanctions, payment restrictions, and carrier availability change the practical meaning of several terms. Here's what importers need to know.

June 2026 Read →
FX & Trade
112% in 12 Months: What IRR Depreciation Means for Your Supply Chain

The rial went from 827,400 to 1,753,000 per USD in one year. Here's what that number actually means for B2B importers who source from Iranian suppliers.

June 2026 Read →
Strategy
LinkedIn Content Strategy for Consultants in 2026: What Actually Works

LinkedIn organic reach is declining for generic content and rising for specific, operational expertise. Here's what a B2B consultant's LinkedIn strategy looks like when it's built around converting the right 50 people — not impressing the wrong 5,000.

June 2026 Read →
Strategy
The Minimal Tech Stack for a Bootstrapped Consulting Practice in 2026

A consulting practice that generates €3,000–€5,000/month in revenue doesn't need a €2,000/month tech stack. Here's what you actually need — and what you can skip until revenue justifies the upgrade.

June 2026 Read →
AI Operations
AI Product Recommendations in Distribution: The 23% Margin Story

B2B distributors using AI product recommendations are generating 23% higher margins. The mechanism is not sophisticated — it's pattern recognition on order history. Here's how it works and who it's right for.

June 2026 Read →
FX & Trade
How to Read FX Data When Sourcing from Iran in 2026

There are at least two USD/IRR exchange rates operating simultaneously in Iran right now. Using the wrong one for procurement cost modelling is one of the most common — and expensive — mistakes in EU–Iran B2B trade.

June 2026 Read →
Strategy
SEO for Service Businesses in 2026: What Actually Moves the Needle

B2B service SEO in 2026 is not about keyword stuffing or backlink building. It's about becoming the most specific, credible source on a narrow problem that your target clients are actively searching for.

June 2026 Read →
Strategy
Why Distributors Are Building Telegram Channels in 2026

A Telegram channel for daily FX snapshots and trade intelligence reaches B2B buyers where they already are — their phone. Here's how the model works and why it builds client relationships that email newsletters don't.

June 2026 Read →
FX & Trade
Trade Credit in Distribution: What's Changing in 2026

Payment terms in B2B trade are tightening. Days Sales Outstanding is rising. For importers managing cross-currency supply chains, the cash flow math is changing.

June 2026 Read →
FX & Trade
The USD Invoicing Trap: Why It's Costing EU–Iran Importers More Than They Think

When you invoice Iranian trades in USD and sell to European buyers in EUR, you're stacking two separate currency risks in one transaction. Here's what that costs and how to fix it.

June 2026 Read →
AI Operations
85% of Wholesale Distributors Will Run on AI by 2031. The Window Is Now.

63% of wholesale distributors call AI 'extremely relevant' in 2026. By 2031, 85% will treat it as core infrastructure. Here's what the data says — and three entry points with measurable ROI in 90 days.

June 2026 Read →
AI Operations
The Distributor AI Execution Gap: What the 2026 Data Actually Shows

37% of wholesale distributors are piloting AI. 60% have automated order entry. The bottleneck isn't strategy anymore — it's execution. Here's what the 2026 data shows.

June 2026 Read →
Article
Welcome to AHoosh

AI-augmented consulting for B2B operations — why we built this and what's coming.

June 2026 Read →