Platform · Inside an agent

Not a bot. A specialist.

A Kambrium agent isn't an LLM with a prompt. It's a senior practitioner with its own SOPs, paid tooling, memory, schedule, channels and workspace — ready to work on your business from day one.

Pre-built SOPs & expertiseTheir own paid tooling includedRuns on a schedule — or on a triggerCoordinates with the rest of the workforce

Rollout in days, not quarters. The workforce learns your business and starts shipping work in the first week — no IT project, no implementation team.

The wedge

Most AI products give you a chat box. We give you a colleague.

A prompt and a model is not a workforce. A real practitioner has experience, tools they pay for, a way of working, people they coordinate with, and they remember what happened yesterday. Every Kambrium agent has all of that — out of the box.

01 · Identity

A composed personality, not a default assistant

Every agent has a real personality, a defined role, the people it reports to, and decision rules it operates by. Calm, precise, never performative. It reads like a colleague, not a chat bot.

Why this mattersA composed identity is the difference between "an AI replied to me" and "our market lead replied to me."
Market Expert · identity
RoleMarket Intelligence
Reports toStrategy Team Lead
ToneCalm, precise, evidence-led
Allergic toVague recommendations
Escalates onMaterial market shifts
Sign-off authorityIndependent · weekly briefing
04 · Built-in tooling

Agents bring their own paid tooling

Build this stack yourself and you'd need residential proxies for crawling, a SERP API, geo data, a vector store and a half-dozen other subscriptions — each with its own setup, billing and rate limits.

What it saves youNo procurement, no vendor evaluation, no SDK plumbing, no proxy-rotation logic. It's all wired in.
Included with the workforce
Bright Data · residential proxiesSERP APIGeo / location dataVector storeWeb searchRSS / feed fetcherEmbedding computeCitation crawler
06 · Schedule

The team works while you sleep

Every agent can run on a schedule, an always-on watch, or an event trigger — daily monitoring, weekly briefings, "every 15 minutes check this feed," or "when SOV drops more than 5pts, draft a response."

Why this mattersThis turns Kambrium from "a tool I open" into "a team that ships work overnight." You read the result Monday morning.
Live schedules · example
Mon 08:00 CETMarket Expert ships the weekly briefing to your inbox.
Daily 07:00Data team probes the prompt panel; pushes readout to Slack.
Every 15 minKG Agent watches Wikipedia / Wikidata for your entity.
On eventSOV drop > 5pts → auto-draft response brief, queue for approval.
1st of monthReporting Agent ships the board pack.
10 · Autonomy

You set how much it can ship

Every agent runs in one of three modes — and you set which. "Will it post something stupid" is the first question every adopter asks. Per-agent autonomy means the answer is: only if you let it.

Why this mattersThe Main Agent itself runs copilot for sensitive actions. Autonomy is granted, never assumed.
Per-agent autonomy
Autopilot

Acts on its own

Monitoring & routine work. KG Agent, Market Expert reads.

Copilot · default

Drafts, you approve

Most agents. Anything that ships externally.

Advisory

Only proposes

Wikipedia edits, regulated comms, reputation-sensitive.

Worked example

One agent, fully assembled

The Market Expert — the agent that reads every AI-search source so you don't have to — with everything switched on.

M
Strategy team · Market intelligence
GEO Market Expert
Tracks the GEO/AEO landscape — engines, models and vendor moves — and maintains a living market briefing.
Live · copilot
01Identity
Calm, precise, evidence-led. Reports to the Strategy Team Lead.
02Skills (SOPs)
Source Vetting · Hype-vs-Substance Filter · Web Research
03Domain knowledge
Every AI-search source, read weekly. Maintained knowledge graph.
04Built-in tooling
Bright Data · SERP API · web search · citation crawler
05Memory
Vector-indexed notes on patterns, preferences and escalation cues.
06Schedule
Weekly briefing, Mon 08:00 CET. Event triggers on material shifts.
07Integrations
Slack, email, Google Analytics — scoped, audited.
08Channels
Web chat · @market-expert on Slack · Teams · own inbox.
09Workspace
Personal, shared and per-agent drives with a hand-off zone.
10Autonomy
Copilot — drafts the briefing, you approve before it ships.
Tailor & extend

The workforce is yours to shape

Start with the 22 we ship. Then make it your own.

i

Clone any agent

Take any agent, retune its personality, re-point it at your data, change its model — full copy. The original stays untouched.

Example Clone the Content Writer twice: one for thought-leadership voice, one for product docs voice.
ii

Author your own skills

Write a skill once — name, prompt, allowed tools, credential requirements — then attach it to any agent. Your in-house SOPs, captured.

Example A "Compliance Review" skill that flags anything needing legal sign-off. One skill, every writer applies it.
iii

Share agents

Agents you build are private by default. Share with a team, or the whole org. Cross-team standardisation without copy-paste.

Example Your sales lead builds a prospect-research agent; share it with marketing. Same agent, one source of truth.
Your AI workforce for AI search

See an agent actually working

A 30-minute working session on your business. By the end you'll see the Market Expert reading your market and the Strategy team writing your first roadmap.

Not ready to talk? Get a free AI-visibility snapshot →

Book a demo

See the workforce run on your brand

Pick a time — a 20-minute working session on your own brand.