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prospects pipeline
end-to-end ai prospecting engine
425 prospects in db. daily cron: scout → enrich (deep scrape + claude haiku brief) → score (haiku) → draft email (sonnet) → human review dashboard. nothing auto-sends.
branch 02 · ai
most consultants hand you a slide deck. i build the systems, integrate them into your stack, and hand them off running. ai in your ops, your content pipeline, your sales outreach, your internal tools. and if you need someone to run marketing and sales with AI as fractional CMO — that's in scope too.
why ai is the branch
most agencies are learning ai by doing ai consulting. we're an ai-native studio that runs entirely on agents — and we'd like to teach you to do the same inside your business.
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20+ concurrent claude code sessions, 62 custom skills, an 8-agent orchestration system. all delivery work runs through this. you get someone who knows what actually works at scale because we use it every day.
02
claude is our daily driver, but we'll integrate whatever fits — openai, local llama, gemini, ollama on your own server. tooling decisions follow the use case, not the vendor.
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we build ai layers that live inside your stack — your db, your code, your repo. no platform lock-in. when we hand off, you can keep building without us.
six engagement modes
every engagement starts with understanding what's actually possible inside your business. the audit is the cheapest, fastest way to find out.
1 week · where ai actually fits in your business
recorded loom walkthrough of your existing workflows, content pipeline, support ops, sales process — with a prioritized punch list of where ai integration creates the most leverage. written 8-page report. 60-minute review call. credit applies in full toward any integration build that follows.
1 day · live working session, half discovery half build
a full day together (in-person in mexico, or remote). morning: discovery on what you're trying to do. afternoon: we build a working ai tool or workflow prototype together, live, in the room. you leave with something running on your laptop and the source code.
2–8 weeks · ai layers inside your existing stack
content engines, agent workflows, support bots, internal tools, lead routing, ops automation. integrated into your existing systems (your db, your code, your repo, your auth). owned by you. for teams that have figured out where ai fits and are ready to build.
half-day or full-day · for teams adopting ai
a structured session for your team on claude code, agent systems, ai workflows. live demos of the 8-agent orchestration system we use daily, plus hands-on adoption of the parts that fit your team. for engineering teams, ops teams, or founder + 1–2 collaborators.
rolling · ongoing ai integration + iteration
for teams that want continuous ai integration after the first build. monthly cadence of: 1 new agent/workflow shipped, 1 strategy call, async availability for model/tool questions. for companies investing in ai as core infrastructure, not as a one-off.
marketing + sales leadership with AI running the ops
i run your marketing and sales function part-time. strategy, content pipeline, outreach sequences, campaign execution — all built on AI systems that scale without hiring a team. the difference: i build the stack myself. you own everything when we're done — code, workflows, prompts. for founders who need marketing output but not a full-time marketing hire.
ai systems built and running
three systems running inside astral labs today. proof that the orchestration system is real, not just a slogan.
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end-to-end ai prospecting engine
425 prospects in db. daily cron: scout → enrich (deep scrape + claude haiku brief) → score (haiku) → draft email (sonnet) → human review dashboard. nothing auto-sends.
02
multi-session coordination system
20+ concurrent claude code sessions, each with its own project + tmux + agent role. file-based event bus + status registry. one orchestrator routes work. 62 custom skills.
03
ai market intelligence + alerting
crypto + macro signal aggregator. ingests from multiple sources, ranks via local qwen3, posts daily digests to rocket.chat. all delivery runs on ollama, not cloud apis.
who this is for
i work best with founders, operators, and practitioners who want AI actually embedded in their operations — not a subscription to ChatGPT and a hope.
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you have product-market fit and workflows that need to scale. you've tried AI tools but nothing your team used actually stuck. you want someone who installs the system, not someone who teaches you to prompt.
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wellness, education, lineage work — you've built real community and real expertise. you want the business to run while you do the work you're actually here for. i understand this world because i live in it.
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your team is using scattered AI tools with no coherent system. or leadership has mandated AI and nobody knows how to actually do it. i audit, design, and install the whole stack — and train your team to run it.
30 minutes. i'll understand your business, where AI fits, and what a specific engagement looks like. no pitch — just a working conversation.
jordi@fromastral.com