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Agents

Agents that observe, execute, update and escalate.

Specialised agents keep the graphs current and carry the routine work of a vertical. Every action is logged, every output is graded, and people decide what matters.

Six agents in a ring around the evidence ledger: observe, resolve, assess, match, compose and escalate. Each writes what it did to the ledger, and escalate hands the decision to people.

The loop

From signal to value.

The system delivers something useful before it asks for anything, then learns from every interaction.

  1. 01

    Signal

    Monitor sources for change.

  2. 02

    Target

    Find the right company and the right role.

  3. 03

    Personalise

    Assemble the proof that fits.

  4. 04

    Deliver value

    A dashboard or a benchmark comes first.

  5. 05

    Update the graph

    Write back what happened.

  6. 06

    Convert

    A deal, or a workflow that keeps running.

The roster

Six specialists, one ledger.

Each agent does one job and writes what it did to the same evidence ledger.

  • ObserveWatches the market.

    You see change while it still matters.

  • ResolveKnows who is who.

    No mix-ups between look-alikes.

  • AssessCollects evidence.

    Nothing is claimed without proof.

  • MatchPairs supply and demand.

    The best fit, and why it fits.

  • ComposeWrites the brief.

    Every line can be checked.

  • EscalateRaises what matters.

    People make the final call.

Kept in check

Agents propose. The ledger and people decide.

Automation without an audit trail is a liability. These are the rules ours run under.

  • Proven before scale.An agent takes on work at scale only after its results have been checked.
  • Inferred stays inferred.What a model concludes is labelled as inferred, never presented as seen.
  • Nothing is overwritten.Everything an agent writes can be traced and reviewed.
  • People decide.Agents escalate what matters; they do not settle it.
  • Models are replaceable.A model can be swapped without losing what was learned.
  • Measured, not assumed.Each agent’s accuracy is tracked, so a drop in quality is caught early.
  • Run in the EU.Agents run on infrastructure we control, in the EU.
  • Within the GDPR.Personal data is handled only as the GDPR allows.

Put agents on your vertical’s hardest workflow.

We start with one painful workflow, model it, and let the agents deliver value before anything else is built.

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