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Virtual fitting room: what to check before launching the pilot

How to prepare the catalog, user photos, integrations, and metrics for a virtual fitting room pilot in an online clothing store.

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Order created, response lost: how to avoid duplicates and returns

What to do when the delivery service accepts an order but the website receives a timeout or error: safe retries, status reconciliation, and process recovery.

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AI agent for B2B leads: sources, signals, and deduplication

How to build AI lead generation: choose sources with clear terms, identify demand signals, remove duplicates, and prepare a lead profile for the manager.

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AI-powered equipment recognition from photos

How to launch an AI assistant that identifies equipment from photos, connects it to a reference catalog, and validates its value in a pilot.

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Click & Collect: store data, stock, and pickup

Why launching click-and-collect depends on store master data quality, and how to connect the website, ERP, warehouse, and tills without manual fixes.

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Contracts and Due Diligence: How to Separate Legal Processes

How to separate contract approval, KYB, and Due Diligence while maintaining a single entry point, transparent timelines, and manageable access rights.

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AI in Technical Support: What to Automate and How to Launch a Pilot

Which support tasks to delegate to AI, when to choose a ready-made platform or customization, and how to validate the solution in a pilot.

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How to automate supplier price list imports into PIM without breaking the catalog

Learn to parse supplier Excel and CSV files, map fields, validate categories, and safely run PIM imports with a dry run.

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How two LOGI AI agents turn supplier price lists into a manageable product catalog

How LOGI automated supplier price-list processing and enriched product cards using descriptions, photos, and manufacturer websites.

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How AI enriches product listings using photos and manufacturer websites

Learn how AI fills product attributes from images and manufacturer sites, validates dictionaries, and flags uncertain values for human review.

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Unified inbound primary-document flow: how to bring EDI, PDFs, and email into 1C without manual data entry

Learn how to collect documents from EDI, PDFs, and email, verify details, and send them to 1C without duplicate data entry.

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Bitrix24 for Complex B2B Sales: Managing Deals from First Contact to Production Handoff

How to manage a long B2B deal in Bitrix24, from qualification and discovery to proposals, contracts, tasks, and a controlled handoff to delivery.

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How to automate contract approval in an international group of companies

How to automate contract approval among legal, finance, tax, and business teams in an international group of companies.

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Mandatory e-invoicing in the UAE: how to prepare Odoo, 1C, and other accounting systems

Learn UAE e-invoicing deadlines and how to prepare Odoo, 1C, and other systems for accredited provider exchange.

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Migrating from monday.com without losing projects: what transfers and how to organize the migration

Learn how to migrate projects from monday.com without losing links, files, permissions, or automations despite export limits and migration risks.

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AI agent in amoCRM: how to qualify leads without harming customer conversations

Learn how to configure an AI agent in amoCRM for lead qualification, knowledge-base use, manager handoff, and safe pilot testing.

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AI agent and messy CRM data: what to check before automating sales

How to audit CRM data before launching an AI agent, covering duplicates, required fields, sources, write access, human oversight, and pilot metrics.

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Odoo and 1C: integrating orders, products, stock, and accounting

Learn how to connect Odoo and 1C, define data ownership, sync orders, products, stock, and payments, and control errors.

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30,000 merges a day: AI hits the software delivery bottleneck

Anthropic went from 2,500 to 30,000 code merges a day in four months and replaced Git. Where delivery can break and how to address it.

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A Claude key in Git: GitHub blocks the push by default

GitHub blocks pushes containing Claude keys by default. How the protection works and how to keep LLM keys out of repositories and within budget.

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Four frontier labs: the edge lies in the system around the model

Four labs have frontier models. Why your own benchmark, an LLM gateway and short agent chains can deliver more than choosing a model.

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AI accelerated releases. Now the system must withstand failures

AI agents accelerated releases and failures increased. Prepare for outages with timeouts, circuit breakers, idempotency and model fallback.

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AI agents in production depend on the system around the model

Five AWS Bedrock cases cover self-checks, HTTP 402 payments, data dictionaries and access. What determines whether an AI agent reaches production.

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crewAI 1.15.28: see exactly where an agent failed

The new crewai eval command shows where an agent failed. Why diagnostics matter more than features, and three questions to ask your supplier.

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