The approach

Frameworks, Routines, Agents.

Three durable deliverables, powered by LLMs, shaped to your sector.

01

Frameworks

Repeatable methods your team can run without us. We document, train, and hand over — so the value compounds inside your organization, not inside our retainer.

02

Routines

Automated workflows that handle the repetitive parts of analysis: scraping, classifying, summarizing, alerting. You see only the decisions, not the toil.

03

AI Agents

Goal-directed agents that monitor markets, evaluate options, and act under guardrails you define. We build them sector-specifically — a finance agent isn't a TV agent with a different prompt.

Why LLMs

Large language models are the substrate, not the product. We use them where they're best — synthesizing unstructured signal, drafting analysis, orchestrating tools — and we replace them with deterministic code wherever determinism matters more. The result is systems you can audit, debug, and trust.

How an engagement runs

From first call to hand-off.

  1. 01

    Discover

    2 weeks of interviews, data audit, opportunity map.

  2. 02

    Design

    Frameworks specced, agents scoped, success metrics defined.

  3. 03

    Build

    Iterative builds with weekly demos.

  4. 04

    Hand over

    Documentation, training, and a 30-day support window.

Bring us a decision you're stuck on.

The discovery call ends with a one-page assessment of where a framework, routine, or agent would compound value.

Book a discovery call