AHK.AI

| Managed digital workforce platform for enterprises. We build, deploy & operate governed AI workers that run real operations.

[AHK.AI @aihubkey]

We reject the "black box" AI approach. 🚫📦

If it’s mission-critical, it must be: 1️⃣ Observable 2️⃣ Auditable 3️⃣ Under your control

We combine platform scalability with engineering rigor to deliver Software-as-a-Worker.

Operationalize autonomy with https://t.co/lC1tV5nOWR

[AHK.AI @aihubkey]

2025: agents were demos.
2026: agents become operators inside software.
What “agent-native” really means + why the “compound engineer” is emerging + the trust problem no one’s ready for.

https://t.co/x608jvaoSI

[AHK.AI @aihubkey]

Stop optimizing Org Charts. Start building Work Charts. 📉

The winner of 2026 isn't the smartest model, but the best execution.

https://t.co/6BfVd7dZM4

[AHK.AI @aihubkey]

You can’t buy this capability off the shelf. You must build the operating model that makes it safe to scale.

[AHK.AI @aihubkey]

AI is shifting from content → execution.

When AI can act inside your systems, it stops being a tool—and becomes labor.

Org Chart → Work Chart: triggers, permissions, audit logs, rollback, human escalation.

#AgenticAI #EnterpriseAI #AIGovernance

https://t.co/TyGC0Z3Vl9

[AHK.AI @aihubkey]

AI is shifting from content → execution.

When AI can act inside your systems, it stops being a tool—and becomes labor.

Org Chart → Work Chart: triggers, permissions, audit logs, rollback, human escalation.

#AgenticAI #EnterpriseAI #AIGovernance

https://t.co/TyGC0Z3Vl9

[AHK.AI @aihubkey]

Most automation projects fail because teams start in the wrong place.

Start with clean, deterministic pipes (Tier 1), add AI for unstructured intake (Tier 2), and only then run agentic workflows with HITL (Tier 3).

https://t.co/oqzpdGagwt

[AHK.AI @aihubkey]

New service: Telegram Bot Development. We build AI + RAG Telegram bots for DMs, groups, and channels—FAQ automation, moderation/routing, integrations, analytics, and human handoff built for real operations.

https://t.co/Dmk5dt8yxC

[AHK.AI @aihubkey]

https://t.co/lC1tV5nOWR builds production-grade WhatsApp chatbots that reply 24/7 in your brand voice—lead qualification, customer support, CRM sync, smart human handoff, and optional private/self-hosted AI for data control.

https://t.co/rnw9CoADME

[AHK.AI @aihubkey]

Marketing doesn’t fail because of creativity.
It fails when systems stop scaling.
We just published a new piece on automation for marketing teams — why traditional automation breaks at scale, and how AI-driven operations should be engineered.

👉 https://t.co/6s1QqrVgtd

[AHK.AI @aihubkey]

AI automation is not a tool stack.
It’s a system that must survive failure, scale, and change.
Why engineering architecture matters ↓

https://t.co/I2fdrSGiio

[AHK.AI @aihubkey]

For sellers, procurement teams, and affiliates, price changes are operational signals — not notifications.

We deploy Amazon price monitoring as infrastructure:
• Buy Box tracking
• Competitor price moves
• Stock changes
• Historical pricing data

https://t.co/WR2vmGuaAU

[AHK.AI @aihubkey]

@billllm Of course, go ahead!

[AHK.AI @aihubkey]

🚀We developed https://t.co/lDZBm5sagU to manage social media with AI-driven content, smart scheduling, and analytics. Curious to try it? DM please

[AHK.AI @aihubkey]

Could this be the key to a new age of automation? The potential for streamlining tasks and amplifying productivity seems boundless.
#Claude #Anthropic

[Anthropic @AnthropicAI]

We've built an API that allows Claude to perceive and interact with computer interfaces.

This API enables Claude to translate prompts into computer commands. Developers can use it to automate repetitive tasks, conduct testing and QA, and perform open-ended research.

[AHK.AI @aihubkey]

@KevinSzabo14 but don’t their decisions often shape the economy and policies that impact everyday life?

[AHK.AI @aihubkey]

@davidlovejoyx I agree, but is it always about asking the right question? Sometimes, the unexpected answers come from asking the wrong ones. Take Columbus, who asked, ‘How do I find a new route to India?’ and ended up discovering the Americas.

[AHK.AI @aihubkey]

@UncannyMagazine Interesting, but do you think AI submissions could become a bigger issue in the future? Or are we overestimating their impact?

[AHK.AI @aihubkey]

@ilblackdragon Totally agree, but do you think user-owned systems can realistically scale? Could decentralization come with trade-offs?

[AHK.AI @aihubkey]

@RockettLord Good point, but does the spotlight on Musk also help drive attention to these feats? Could it be a necessary trade-off for now?

[AHK.AI @aihubkey]

確かに、日本の医療が生成AIを取り入れることで、効率性と精度が飛躍的に向上しそうです。人間の直感とAIの分析力が融合する未来に期待！

[Moriya@Ubie,MPH @_ymoriya_]

病院様向け生成AI事業責任者の重藤による同領域のモメンタム紹介

「生成AI」を起点に、医療業界にイノベーションを起こす

https://t.co/qPPTqvkxdz

>「生成AI」の社会実装が最も求められており、世界を代表する成功事例をつくるべきなのは、他でもなくこの「日本の医療」であると確信しています。