Sovereign AI agents for enterprises. Deployed in 48 hours. Real ROI. Designed in Cambridge, served from Switzerland. Community of 1200+ leaders on LinkedIn →

Joined March 2026
"Alfred, can you pinch us?" We’ve spent months engineering a private, highly secure strategic reasoning system that can run complex multi-agent workflows without leaking your sensitive business data to the open web. It turns out, GPU legend Cevat Yerli was paying attention and turned out to be a top 10 power user of #Alfrada. He broke our servers three times in Feb - Mar by flooding our token bandwidth on both the cloud and on the chip – but could not after we moved to @Exoscale . When we requested an introduction with @nvidia, Cevat connected us to Ingy Y. - Agents & Quantum Lead, Inception & Startups, EMEA at NVIDIA - without hesitating. Thank you so much, Sir. Each year, #NVIDIA’s global #Inception program selects and backs high-potential startups pushing the boundaries of #AgenticAI and #QuantumComputing with deep technology sharing, dedicated compute access, and institutional support. Strategize Labs have been chosen because Alfrada represent a highly unique, #CUDA-native harness: by engineering our agent pipelines to compile and run natively on NVIDIA hardware, we completely bypass the traditional dependency on third-party cloud hyperscalers. This collaboration directly accelerates our technical roadmap, allowing us to refine our local-to-cloud architecture so you can soon run Alfrada’s secure strategic reasoning tools directly on your own laptop – with zero risk of corporate data leaks. The future of private strategic reasoning is local-first, CUDA-native, and runs on your own silicon. @RealtimeCevat @hamzam1981 @s_tabasm @topsyyturvy
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Look at those waves, aren't they mesmerizing? I hear ‘totally’. But that's not all. Four things landed in Alfrada this week. → You have two new fast models in the picker. Anthropic's Claude Haiku 5.5 (1M context, 128K output). Zero data retention, and EU residency stays in Europe when you have it on. NVIDIA's Nemotron 3.5 Super VL (120B parameters, 256K context). Also on Zero Data Retention. → Swarms can now start without you. When you start a Swarm task, close the laptop and walk away. If the Swarm needs your review, or needs to ask you a question, it waits 2 minutes and then decides on its own, for up to 10 approvals in a row, after which it stops and waits for you. → Swarm results land in your inbox. If a run finishes while you're away, your agent emails you the deliverables plus a short summary five minutes later. → Decks and Word docs are now actually editable. New decks and documents build as a live page you can see in full, then export as real PPTX or DOCX, and stay editable after download. For details, see release notes in the comments. @hamzam1981 @s_tabasm @topsyyturvy #AIAgents #LLMs #GenAI #Alfrada
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Also, DeepSeek V4.1 Flash now runs on the newer October 17 build. It's a smarter model with the same specs, and an intelligence score of 39.5, up from 24.7. No price change.
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We modeled Alfrada around the decision-maker. Then 600 jobs and 30 billion tokens of data confirmed the model was accurate. But what the data revealed was nothing like what we imagined. Oddly enough, that makes perfect sense. Full story below. 👇 #AI #AgenticAI #DigitalTwin
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Read the full piece on what 1,895 deliverable sessions taught us about how people actually use AI agents: xitter.cf/StrategizeLabs/status/…
Something strange showed up in our own data around the time we hit 600 jobs and 30 billion tokens on Alfrada. Simplest tasks finished in the high-80s. The hardest, biggest jobs finished at 98 to 100%. Strange, right?! Break down below. 👇 #AI #AgenticAI
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Something strange showed up in our own data around the time we hit 600 jobs and 30 billion tokens on Alfrada. Simplest tasks finished in the high-80s. The hardest, biggest jobs finished at 98 to 100%. Strange, right?! Break down below. 👇 #AI #AgenticAI
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Day-one access to @Google's Gemini 4 Argon is live in Alfrada. It's the model you pin when the job runs long, deep and hard, where the thread must hold and agent loops must keep calling tools until the thing actually passes. With 1M tokens in, 65K out, it joins our Recommended tab, which now stands at seven picks. Same Premium 6× band as GPT-6.1 Sol and Claude Sonnet 5.5. Medium by default. Set lower for fast iterations, higher when the problem deserves the room. It's a global Google model, so EU-only accounts won't see it. Release notes in the comments. @hamzam1981 @s_tabasm @Ibi_qadir @topsyyturvy #Gemini4 #AIModels #GenAI #Alfrada
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Four upgrades landed in Alfrada this week. → Every spoken reply, chat voice-over and recording now goes to ElevenLabs' newest model by default. → Hand over a script with several speakers and get one audio file back. Everyone voiced, plus a timing sheet saying exactly when each person speaks. Pair it with Presenter Mode and each face lands on screen at the right moment. → Double the CPU and RAM (4 vCPU / 8 GB) with 10 GB disk, a pre-built environment so bigger and deeper workflows don't stall on startup and run faster. → Four one-off packs: $10, $25, $50, and $100 when you run low. No subscription. Bigger packs give more tokens per dollar, and each top-up resets the 6-month clock on everything you still hold. So lots to try for you. Why wait? Release notes in the comments. @hamzam1981 @s_tabasm @Ibi_qadir @topsyyturvy #VoiceAI #GenAI #Python #Alfrada
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696,000+ AI agent tools in the world. But surprisingly, 419 of America's 923 occupations have none. So while the software and IT industry basks in the AI limelight, everyone else is waiting for a road that was never built. Full piece. 👇 #AI #AgenticAI
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Source Links Cohere Labs (Automation's Early Footprint: The ATE Dataset): The primary research: 696,291 tools from 123,069 public MCP servers, matched against the US Department of Labor's O*NET occupational database, with 2.6% clearing the strict end-to-end test: cohere.com/blog/automations-… Cohere Labs (X) (419 of 923 occupations have no agentic tool activity at all): The headline statistic stated directly by the researchers: xitter.cf/Cohere_Labs/status/209… arXiv (How are AI agents used? Evidence from 177,000 MCP tools): Independent academic analysis finding software development and IT tools account for 67% of the dataset, with 90% of downloaded servers mainly hosting software and IT tools: arxiv.org/html/2603.23802v1 Superpower Daily (Cohere Publishes Agent-Tool Dataset, Finds 419 Occupations Have No Coverage): Independent coverage noting the dataset excludes private servers and says nothing about reliability or long-horizon completion: superpowerdaily.com/posts/co… LSE Global Forum for AI and the Social Sciences (Cohere Labs announcement): Institutional summary: roughly one tool in forty performs a recognised work task end to end, and for many occupations "no one is building anything yet": lse.ac.uk/global-ai-forum/an…
There are nearly 700K agentic tools available in public directories right now, but 419 of 923 occupations have no agentic tool activity at all. We've shared our analysis of the Agentic Tool Ecosystem in our blog, and made the dataset public for your own research. huggingface.co/datasets/Cohe…
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We are all about human-in-the-loop. We figured, why should your product walkthroughs be without one? So we decided to give them a face. 👋 Presenter Mode is live in Alfrada. Put Alfred, Ada, yourself or Olaf on camera over your screen recording, in a corner box, full screen, or out of the way entirely. Create demos, client walkthroughs or feature launch videos without booking a studio or a cameraman. Switch layouts mid-video, freeze and annotate, export an MP4. All from the chat. Give it a shot and send us big smiles. Release notes in the comments. @hamzam1981 @Ibi_qadir @s_tabasm @topsyyturvy #AIVideo #ProductDemo #GenAI
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Tired of generic corporate chords? We understand. Bad stock music is the easiest way to ruin a great client demo or launch video. But now you can stop slapping on an elevator beat that sounds like it belonged in 2004, because we just upgraded Music Lab to Suno’s new v6 generation across the board. Better quality, richer sounds, and more natural vocal delivery… at the exact same credit cost. Take the direction that suits you: churn out rapid rough cues so you can lock in the mood and tempo before committing, or take bigger creative risks with unexpected hooks and textures. Three models help you produce exactly what you need: V6 (default), V6_WILD (bolder, experimental), V6_MINI (faster delivery). Pull a track into Video Studio, drop it under your presenter recording, and export your cut without juggling third-party audio libraries. Your ears (and your viewers) will thank you. 🎶 Release notes in the comments. @hamzam1981 @Ibi_qadir @s_tabasm @topsyyturvy #MusicAI #SunoAI #GenAI #Alfrada
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Every allocation decision you make has to stand up later in front of your IC, your LPs and your risk committee. So the question is whether you can stand behind every number your AI gives you. We gave Alfrada one prompt: a full workup on Micron. Every figure links back to its source and lands in a file your team can open and check. Every view is tested against the opposite case before it claims a place on your report. Watch the walkthrough below and bring us your hardest name. @hamzam1981 @s_tabasm @Ibi_qadir @topsyyturvy #HedgeFunds #AI
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See how Alfrada works for hedge funds, or bring us a name you're working on right now and we'll run it on your files in 30 minutes: strategize.inc/industries/he… Illustrative output. Market data as of 14 Aug 2026. Not investment advice. Presenters are AI-generated.
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