In the last 4 months, Anthropic hired four Salesforce veterans. Signed a $200M Snowflake partnership. Announced an Accenture training pipeline for 30,000 professionals. Became the default AI inside ServiceNow.
Four separate news items. One pattern: a coordinated pivot to enterprise SaaS worth $18 to $26 billion.
That pattern, along with all their other enterprise plays, took us 3 minutes to surface. See the full dashboard here.
Anthropic's enterprise moves: 4+ exec hires, 108 day announcement blitz, launches in 2 verticals, and a verdict synthesizing the strategic shift.
Today we are launching Chonkie Labs, a deep research system that monitors topics you care about and updates automatically when the facts change.
The Broken State of Deep Research
You need to understand a market shift. You send your query to a deep research agent and wait ten minutes. You get a wall of text that reads like an essay written to hit a word count. You paste it back into ChatGPT to extract what matters.
Next morning, there is a new announcement. The report is already stale. You run it again. Wait again. Another wall of text.
Meanwhile, the pattern you actually needed to see, four separate news items that together reveal a strategic pivot, never surfaces. It is spread across a dozen sources. No tool connects them for you. You either catch it manually or you miss it entirely.
Your team wastes time babysitting this process instead of acting on what the research finds.
Labs fixes this.
How Labs Works
Always-on monitoring
You define what you care about: competitors, markets, deal activity, product launches, or technology trends. Labs watches continuously and updates your dashboard when facts change.
Connecting the dots
Unlike other deep research services, Labs finds the common thread between sources and synthesizes them into a single, coherent narrative. The result is a dashboard with clear verdicts, not a report that regurgitates Google results.
Stay in the loop
No need for a manual update. When something material changes, you get an email describing what shifted, what it means, and why it matters to your query.
Change notification: Anthropic's $30B Azure commitment, patent grants, and revenue milestones
Private + public context
Upload your strategy docs, analyst reports, and internal intel. Your proprietary context informs every query. The system starts from your knowledge.
Combine your private context with public sources
Built on Chonkie
We created Chonkie, an open source library for processing massive text contexts. Teams at OpenAI, Microsoft, and LlamaIndex use it to build systems that reason over huge amounts of data.
Chonkie processes massive context fast. Labs' deep research applies that same infrastructure to the largest corpus that exists, the live internet.
The result is research that stays current because the system never stops watching.
See It Live
We are offering white glove onboarding to all customers. Book a demo. Bring a real question. We will run Labs on it in front of you.