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AutoMinds / Applied intelligence

Small teams.
Serious
systems.

Agent intelligence, shaped by the work it needs to do. Across markets, commerce, and the systems behind them.

Explore the work

The work / 01–03

Different domains.
A shared way of building.

Start with a real task. Give each agent a role. Connect the context. Make room for human judgment.

01

Financial intelligence

Equity & options market AI

Connect market data, product knowledge, and research tools so people can make sense of a changing market.

The work
Equity and options context, research retrieval, and tools for interpreting the evidence.
The human role
Support human analysis and decisions; make the limits of the available evidence visible.
Read the Talon story
02

Commerce operations

Amazon seller AI

Give recurring seller work a coordinated team, with specialist agents for listing management, pricing research, and operations.

The work
Connect the research, the listing, and the operational context around the seller’s task.
The human role
Keep consequential changes subject to human review, with clear responsibility for the decision.
Explore the workflow approach
03

Commerce infrastructure

AI-native marketplace platform

Bring product research, listing optimization, and competitive intelligence into connected marketplace workflows.

The work
Specialist roles and shared context that carry information between stages of the work.
The human role
Make each handoff inspectable so people can challenge assumptions and direct the next step.
See the shared foundations

From the journal / Talon

A chatbot became
an operating problem.

Talon began by helping Skylit subscribers understand the product. Their questions moved from definitions to current market context, changing what the system needed to do.

Inside the Talon story
  1. 01

    Start with knowledge.

    Retrieve the relevant Academy and product material for the question at hand.

  2. 02

    Bring in operating context.

    Connect domain tools for Gamma, Vanna, options flow, news, and earnings.

  3. 03

    Keep the interpretation bounded.

    Account for freshness, provenance, and uncertainty when explaining the evidence.

Underneath the work

The coordination
is the product.

Roles, memory, tools, and handoffs turn individual capabilities into a useful team.

How the workforce works Our story