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Your competitors are already using it.

competitor watch
live · this week
  • 01
    shipped internal agent · 11d ago
    shipped
  • 02
    launched smart search · 3 days ago
    shipped
  • 03
    automated their intake · yesterday
    shipped
  • 04
    you still researching
    (blank)

↳ names withheld. ship dates aren't.

watch · log

While you're still asking what an agent is, three of your competitors just shipped one. The companies pulling ahead aren't smarter, they just stopped waiting for AI to make sense first.

↓ the deal

We handle the AI. you handle the business.

↳ your plate · before
Agents Automations MCP RAG GPT vs Claude next Wed drop
↳ our plate · ongoing
Agents Automations RAG MCP + HANDLED

Agents. Automations. MCP. RAG. GPT vs Claude vs whatever drops next Wednesday. That's our headache. You don't need to read another think-piece. You just need the thing working by next month.

think of us as your AI department. without the hiring round or the four-quarter ramp.

— what that actually means —

four jobs. ours, not yours.

GPT RAG MCP LLM vec.db o1 this one
stage 01

we watch the space.

47 newsletters. Twelve new models a month. Most of it is noise. We sift it down to what actually moves your number.

use this
stage 02

we pick the right one.

800 AI agents shipped this week. Three are good for what you actually need. We tell you which, and why the other 797 are a distraction.

RAG MCP plain english.
stage 03

we brief your team.

No jargon dump. No 90-slide workshop. They learn what they need to keep the build running. Nothing extra.

SHIPPED → you
stage 04

we build, you ship.

We grow the specimen in the background. Hand it over working. Stay on call when it needs feeding.

— stuff we know so you don't —

if these mean nothing to you, that's the point.

agents RAG MCP function calling fine-tuning vector DBs LLMOps embeddings tool use multi-modal prompt engineering GPT vs Claude chain-of-thought open-source vs closed

that's our problem. not yours.

hand it over. we'll worry from here.

quick chat / talk to a builder, not a salesperson / an honest take on what to build first.