Blog

Insights from the field

Experience-based writing on AI deployment, team training, and building AI-native organizations.

Jun 2, 2026·Poyan Karimi

Anthropic Just Filed for an IPO. Here's What That Means for Claude Customers.

On June 1, 2026, Anthropic filed to go public at a valuation approaching $1 trillion, with $47 billion in annualized revenue and its first profitable quarter ahead. Here's what the IPO filing means for businesses that use Claude — your subscription, the product roadmap, and the long-term stability of the company behind your AI tools.

May 26, 2026·Poyan Karimi

Claude Security and Project Glasswing: What Anthropic's Cybersecurity Push Means for Your Team

Anthropic launched Claude Security in public beta — an AI that scans your code for vulnerabilities and suggests fixes. Meanwhile, Project Glasswing has found over 10,000 critical vulnerabilities in the world's most important software using a restricted model called Claude Mythos. Here's what both mean for your business, even if you don't have a security team.

May 17, 2026·Poyan Karimi

PwC Just Enrolled 30,000 Employees in Claude Training. Here's What They're Learning.

PwC and Anthropic announced the largest Claude training program in the world — 30,000 professionals certified on Claude, with results like insurance underwriting compressed from ten weeks to ten days. Here's what PwC is teaching their people about Claude, Cowork, and Claude Code — and how you can learn the same things this week.

May 15, 2026·Poyan Karimi

Claude for Legal: What Anthropic's New Legal Plugins and Connectors Mean for Your Team

On May 12, 2026, Anthropic launched Claude for Legal — 12 practice-area plugins, 20+ MCP connectors to tools like Westlaw, iManage, and Everlaw, and 80+ specialized AI agents for recurring legal workflows. The entire suite is open source. Here's what shipped, why it matters, and what it means for any business that works with legal.

May 14, 2026·Poyan Karimi

Claude for Small Business: What Anthropic's New SMB Package Means for Your Team

On May 13, 2026, Anthropic launched Claude for Small Business — a package of connectors and ready-to-run workflows that plug Claude directly into QuickBooks, PayPal, HubSpot, Canva, DocuSign, Google Workspace, and Microsoft 365. Fifteen workflows handle payroll planning, month-end close, marketing campaigns, and more. Here's what shipped, why it matters, and how to get started.

May 12, 2026·Poyan Karimi

Claude Dreaming and Outcomes: What Anthropic's Self-Improving Agents Mean for Your Team

On May 6, 2026, Anthropic launched Dreaming and Outcomes for Claude Managed Agents. Your AI agents can now review their own past work, learn from mistakes, write themselves playbooks — and grade their output against a quality standard you define. Here's what shipped, why it matters, and how to think about it for your team.

May 8, 2026·Poyan Karimi

Claude Multiagent Orchestration: What Anthropic's New Team-of-Agents Feature Means for Your Team

On May 7, 2026, Anthropic launched multiagent orchestration for Claude Managed Agents. Claude can now act as a manager that delegates work to specialist AI agents working in parallel — each with its own focus, tools, and instructions. Here's what shipped, why it matters, and how to think about it for your team.

May 6, 2026·Poyan Karimi

Claude Finance Agents and Microsoft 365: What Anthropic's Biggest Enterprise Update Means for Your Team

On May 5, 2026, Anthropic launched ten AI agent templates for financial services and made Claude add-ins for Microsoft 365 generally available. Claude now works directly inside Excel, PowerPoint, and Word — with shared context across apps. Here's what shipped, why the Microsoft 365 integration matters for every team, and how to get started.

Apr 30, 2026·Poyan Karimi

Claude Creative Connectors: What Anthropic's Adobe, Blender, and Ableton Integrations Mean for Your Team

On April 28, 2026, Anthropic launched nine new Claude connectors for creative software — Adobe, Blender, Autodesk Fusion, Ableton, Splice, Affinity by Canva, SketchUp, and more. Claude can now drive the creative tools your team already uses, not just describe what to do. Here's what shipped, why it matters, and how to think about it for your team.

Apr 27, 2026·Poyan Karimi

Claude Agents That Remember: What Anthropic's New Memory Feature Means for Your Team

On April 23, 2026, Anthropic added persistent Memory to Claude Managed Agents in public beta. AI agents can now learn from past sessions and share what they've learned with each other. Here's what it actually does, why it matters, and how non-technical teams should think about it.

Apr 20, 2026·Poyan Karimi

Claude Design: What Anthropic's New Visual Tool Means for Your Team

On April 17, Anthropic launched Claude Design — a new product inside Claude that turns prompts into finished pitch decks, landing pages, interactive prototypes, and one-pagers. Here's what it does, what it replaces, and how non-technical teams can start using it this week.

Apr 17, 2026·Poyan Karimi

Claude Opus 4.7: What Anthropic's Newest Model Means for Your Team

Anthropic just released Claude Opus 4.7 — a major upgrade to the AI model that powers Claude. Better instruction following, 3x sharper document reading, fewer errors on complex tasks, and it's the same price. Here's what changed and why it matters for non-technical teams.

Apr 15, 2026·Poyan Karimi

Claude Code Routines and Computer Use: What Anthropic's April Update Means for Your Team

Anthropic just shipped Claude Code Routines, a redesigned desktop app, and Computer Use in Cowork. Here's what those three updates mean in plain language for non-technical business teams — and how to turn one of them into a working automation this week.

Mar 4, 2026·Poyan Karimi

Why Most AI Workshops Fail

Most AI workshops leave teams inspired but unable to act. Here's why — and what actually works.

Mar 2, 2026·Poyan Karimi

From Zero Code to Production AI App in Two Weeks

How a non-technical founder shipped a production AI application in 14 days using AI-assisted development.

Feb 28, 2026·Rozbeh Karimi

The Real Cost of Not Deploying AI in 2026

While you're evaluating AI vendors, your competitors are shipping. Here's what inaction actually costs.

Feb 26, 2026·Behrang Karimi

AI for Law Firms: Less Document Time, More Client Time

Legal AI adoption is accelerating faster than any other professional services sector. Here's where AI delivers the most value for law firms, and how to avoid the adoption traps that others have fallen into.

Feb 24, 2026·Rozbeh Karimi

AI for Accounting Firms: From Compliance Work to Advisory — Faster

AI adoption in accounting firms jumped from 9% to 41% in a single year. The firms investing now are building a structural advantage. Here's where AI delivers the most value and how to deploy it.

Feb 23, 2026·Rozbeh Karimi

AI for Real Estate: How Agents and Firms Win More Time Without Losing the Personal Touch

Real estate runs on relationships — but most agents spend half their time on work that isn't building them. Here's where AI saves the most time in real estate, and how to deploy it without losing what clients value.

Feb 21, 2026·Behrang Karimi

AI for Professional Services Firms: Where the Time Goes and How to Get It Back

Professional services firms lose 15–20 hours per person per week to work AI can compress. Here's exactly where, how to recover it, and why the firms that start now will be structurally ahead.

Feb 19, 2026·Nathalie Bernce

AI Workshop for Nordic Companies: The Hands-On Approach That Actually Works

Nordic companies share cultural conditions that make AI adoption faster than almost anywhere else. Here's why — and how Deployed's workshop is built specifically for the Nordic business context.

Feb 17, 2026·Rozbeh Karimi

AI-workshop i Malmö och Skåne: Hela ditt team AI-native på en dag

Deployed kör AI-workshops i Malmö och Skåneregionen. Varje anställd bygger AI-verktyg för sin roll. Mätbara resultat inom 30 dagar. Fast pris.

Feb 15, 2026·Poyan Karimi

Why the Companies Winning With AI Aren't the Most Technical Ones

The organizations seeing the biggest results from AI aren't the most technical ones. Here's what they have in common — and what it means for how you approach AI adoption.

Feb 13, 2026·Nathalie Bernce

AI for SaaS Companies: From Feature Development to Customer Success

How SaaS companies use AI across product, customer success, sales, and operations — and why the internal adoption challenge is bigger than the product opportunity.

Feb 11, 2026·Behrang Karimi

AI-konsult i Göteborg: Hands-on AI-adoption för göteborgsföretag

Deployed är baserade i Göteborg och hjälper västerhavsföretag att gå AI-native — med workshops som faktiskt förändrar hur teamet arbetar, inte bara vad de vet om AI.

Feb 10, 2026·Nathalie Bernce

AI-konsult i Stockholm: Praktisk AI-adoption för stockholmsföretag

Letar du efter en AI-konsult i Stockholm? Deployed hjälper stockholmsföretag med 20–200 anställda att gå från AI-nyfiken till AI-native — med hands-on workshops och löpande support som faktiskt förändrar hur ditt team arbetar.

Feb 8, 2026·Nathalie Bernce

The CEO's Guide to AI Adoption: Lead by Example, Not by Mandate

The CEO's role in AI adoption isn't to mandate tools — it's to model behavior. Here's what effective AI leadership actually looks like, and why it matters more than any policy.

Feb 6, 2026·Poyan Karimi

How Much Does an AI Consultant Cost? A Transparent Guide

AI consultant pricing is confusing and rarely transparent. Here's an honest breakdown of what different AI consulting models cost, what they deliver, and how to evaluate whether the investment is worth it.

Feb 4, 2026·Behrang Karimi

AI for Marketing Teams: Content, Campaigns, and Reporting on Autopilot

How marketing teams use AI to produce more content, run better campaigns, and cut reporting time — without adding headcount or compromising quality.

Feb 2, 2026·Rozbeh Karimi

AI Workshop for Companies: What to Expect and How to Choose the Right One

Not all AI workshops are equal. Here's exactly what a good AI workshop looks like, what to ask before you book, and how to know if it will actually change how your team works.

Jan 31, 2026·Poyan Karimi

The AI Consulting Industry Is Broken — Here's Why

The AI consulting industry is producing a lot of strategies, slide decks, and frameworks. Very few deployed tools. Here's what's broken — and what actually works.

Jan 29, 2026·Rozbeh Karimi

AI Workshop Sweden: From Zero to AI-Native in One Day

The AI workshop for Swedish companies that actually changes how your team works. Every employee builds AI tools for their own role. Fixed price. Measurable results within 30 days.

Jan 27, 2026·Nathalie Bernce

AI Consultant UK: Practical AI Adoption for British SMBs

Looking for an AI consultant in the UK? Deployed runs hands-on AI workshops for British companies with 20–200 employees — fixed price, measurable results, no strategy documents.

Jan 25, 2026·Nathalie Bernce

AI for Recruitment Agencies: Source, Screen, and Place Faster

How recruitment agencies use AI to source faster, screen more consistently, and place more candidates — without adding headcount or compromising on quality.

Jan 24, 2026·Behrang Karimi

AI Consultant Sweden: Hands-On AI Deployment for Nordic Companies

Looking for an AI consultant in Sweden? Deployed helps Nordic companies go from AI-curious to AI-native — with hands-on workshops and ongoing support that actually changes how your team works.

Jan 22, 2026·Rozbeh Karimi

Your Team Is Afraid of AI. Here's How to Fix That.

Most teams have at least some fear or resistance around AI. Here's what's actually driving it — and the specific steps that turn skeptics into adopters.

Jan 20, 2026·Nathalie Bernce

Claude Cowork: Allt du behöver veta för att komma igång

Claude Cowork är inte en chatbot. Det är ett verktyg som faktiskt gör jobbet åt dig — läser dina filer, gör en plan och levererar färdiga resultat medan du gör något annat. Här är allt du behöver veta.

Jan 18, 2026·Rozbeh Karimi

The ROI of an AI Workshop: What to Expect in the First 30 Days

What ROI should you realistically expect from an AI workshop in the first 30 days? Here's what the numbers look like and how to measure them at your organization.

Jan 16, 2026·Behrang Karimi

Claude Code for Non-Developers: What It Is and Why It Matters

Claude Code lets non-technical people build working software tools — without writing code. Here's what it is, what it can do, and why it matters for your organization.

Jan 14, 2026·Rozbeh Karimi

AI for Recruiters: From Sourcing to Screening in a Fraction of the Time

How recruiters use AI to cut sourcing, screening, and communication time in half — without losing the human judgment that makes great hiring possible.

Jan 12, 2026·Behrang Karimi

AI for Sales Teams: 5 Automations Your Team Can Build in One Hour

Five AI automations your sales team can build in under an hour — no technical skills required. Real examples, real time savings, ready to use tomorrow.

Jan 11, 2026·Poyan Karimi

88% of Companies Use AI. 5% See Results. Here's What Separates Them.

Most companies are using AI. Almost none are seeing meaningful results. Here's the specific difference between organizations that get real value from AI and those that don't.

Jan 9, 2026·Behrang Karimi

How to Deploy AI in Your Organization — A Practical Guide

A step-by-step guide to deploying AI across your organization — without a technical team, a six-month strategy, or a massive budget. What actually works for companies with 20-200 employees.

Jan 7, 2026·Poyan Karimi

Why Most AI Workshops Fail — and What to Do Instead

Most AI workshops leave teams inspired but unchanged. Here's the specific reason they fail — and what a workshop that actually sticks looks like.

Jan 5, 2026·Nathalie Bernce

What Does AI-Native Actually Mean for a 50-Person Company?

AI-native doesn't mean hiring developers or replacing your team. Here's what it actually looks like at a 50-person company — and how to get there.

Jan 3, 2026·Rozbeh Karimi

Why AI Agents Fail in Production — And What That Means for Your Business

Everyone's talking about AI agents. Almost nobody's explaining why most of them break the moment they leave the demo. Here's what actually determines whether an AI agent delivers results.