Agent Loop Foundry.

Teach agents how work actually gets done.

Recon's AI interviews everyone involved in the work. It reconciles their scattered accounts into one versioned process—owners, systems, exceptions, and review gates included—then turns it into a machine-readable model your AI agents can follow.

See if process mapping fitsSee how it works
AI interviews + company knowledgeAgent-ready process graph
Operations
Finance
Risk
SOP
Presentation

Process model

Validated
  1. Step 1
    Receive request
  2. Step 2
    Check account
  3. Step 3
    Resolve exception
  4. Finish
    Approver review
Recon reconciles team accounts and company knowledge into one agent-readable process.

Your process lives in your people's heads.

The SOP captures the happy path. The real work is scattered across notebooks, decks, messages, and the people who know how to handle exceptions.

A process map spread across a worktable with a flashlight, loupe, compass, and enamel mug.
FIG. 01 — The real process hides in notes, decks, messages, and memory.

From team knowledge to agent-ready process context.

Recon interviews the people, absorbs the documents, and turns both into process graphs your agents can follow.

  1. 01

    Interview the team

    AI voice interviews capture how the work really happens.

  2. 02

    Ingest company knowledge

    SOPs, internal references, and collateral join the evidence.

  3. 03

    Build the process graph

    Process model graphA network of connected nodes with different shapes and colors.

    Validated structure makes the process machine-readable.

AI agents read the graph for the process context they need to work correctly.

People and company knowledge in. Agent-ready context out.

The business graph gives agents the context to do the job.

Each request activates the relevant process—its steps, knowledge sources, review gates, and approvers—so the agent can work like a trained employee.

Request arrives
User

Can we change these renewal terms?

Agent
Find the matching processMatching process in the business graphA network of business processes with the relevant path highlighted.
Account renewalSteps · sources · approvals
Work with the right context
  1. 1Open customer record CRM
  2. 2Apply renewal policy Playbook
  3. 3Get finance approval Human gate
  4. 4Reply to the user Response
The business graph gives the agent the same process context you would give a trained employee.

See whether process mapping fits your organization.

See if it's a fit