Hello, no internet, possibly no admin rights, no calling home to a cloud API. Air-gapped deployments punish assumptions and reward preparation. Six habits for working where nothing leaves the building. Book a chat: cal.com/restructuremanpower
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Hello, "is it done yet?" is the hardest question in a customer deployment - unless you answered it before you started. Six habits for defining done in terms everyone can check. Book a chat: cal.com/restructuremanpower
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No one is doing AI Transformation. The gap between what is possible and what is actually happening has never been wider. When we started Varick we weren't sure this industry would exist in 2 years. Now we're sure it will be here for decades. There are many "Applied AI" and "AI Transformation" firms, but most of them sell: - skill files - some Claude jobs - prompting workshops That isn't AI Transformation. AI Transformation is: - redesigning an organization based on AI's capabilities - agent-ifying each workflow in a department, primarily running in the background - HITL so agents improve themselves, with auditability, governance and evals built in I don't blame the first group. It's quick cash, easier work, and doesn't need the best people in the industry. But it also barely scratches the surface, and most companies are none the wiser. Varick is doing the second. We're not here to "apply AI" for a week and take short-term wins. We're here to drive billions in value. That is only possible by going deep, redesigning processes, and building custom agents on a company's own systems of record and workflows. We're hiring in SF. You should: - have 1+ years in startups / PE / banking / consulting (long hours, real stakeholder management) - build with AI every day (GitHub is green, with several tasteful projects, not just wrappers) - want to be in this market (a $30T market that we're taking the lead in) DMs are open.
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💰 Bay Area funding alert: Xona just raised a $250M Series D at a $2.45B valuation, led by Future Ventures, to build the next generation of satellite navigation beyond GPS. Fresh capital means fresh hiring. xonaspace.com/news/series-d
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💰 SF funding alert: PreScalar just raised a $7M seed backed by BMW i Ventures, Dynamo Ventures, Antler, Blue Wire Capital and Uplift Ventures to build the software layer for the modern factory. Fresh capital means fresh hiring. prnewswire.com/news-releases…
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💰 SF funding alert: Coherence Neuro just raised a $45M seed backed by the OpenAI Startup Fund and Founders Fund to move its brain-tumor implants into human clinical trials. Fresh capital means fresh hiring. siliconreport.com/coherence-…
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💰 SF funding alert: AIsa just raised a $9M seed extension, backed by Tribe Capital, Draper Associates, Boost VC, Tether and Alibaba Group. Fresh capital means fresh hiring. thesaasnews.com/news/aisa-ra…
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💰 SF funding alert: Estuary Biotherapeutics just raised a $103M Series A, backed by 4BIO Capital, GV, Biogen New Ventures, Deep Track Capital and Pivotal bioVenture Partners. Fresh capital means fresh hiring. estuarybio.com/news/estuary-…
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ReStructure Manpower retweeted
I Built an AI Social Media Team For Venture Capital Firms
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Tip 2: build one project end to end. Messy docs in, clean searchable data out, an AI assistant that only shows what each user may see. Document what broke.
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Becoming an FDE, tip 1: learn auth and permissions (SSO, roles, data isolation). It's the first gate in every enterprise deal.
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3 FDE paths: A. Full time with ReStructureAI B. Subcontracted deployment C. Direct job placement SF and NY. Follow our GitHub to get invited to the FDE private group: github.com/ReStructureAI
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I officially joined @Sierra_Ventures as Head of Inception I'll writing first checks into exceptional teams building in AI and Hardtech. Deeply grateful to the Sierra team for the opportunity. If you're building something technically ambitious, my DMs are open.
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Any founders interested in pitching my friends at Right Side Capital this Friday? They’ve made over 2,000+ early-stage investments and typically invest $150K–$300K in capital-efficient tech startups at the Pre-Seed stage. Comment “DM” below. I’ll send you the invite.
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if you are creating data in any of the following domains, reach out. I'd love to help/chat/invest - safety and alignment - knowledge work - healthcare - chip design/electronics - chemistry/matsci - rsi - multimodal/creative work - physics - pretraining - robotics teleop - other physical data
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The data broker/lab/reseller/aggregator/marketplace pivot is real. I have so many receipts in my inbox of people pitching one thing, and now, a few months later, they've launched as a data provider of some sort to AI labs. Becoming a crowded trade and in theory should push prices down on the average.
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💯💯💯 DMed you
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Excited to announce I’m building @Polyshares with @RyanLockAI Polyshares is an enterprise data lab focused on operational and physical AI training data We’ve quickly grown to an 8 figure run rate by being the best procurement partner for AI labs In the past week alone, we’ve onboarded 250+ companies, 200+ referral partners, and 7 new team members. If you’re interested in data, let’s jam
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DMed you we got what you need
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