Finance, legal, sales, operations, HR: agents that complete multi-step business processes end to end. Deterministic steps where you need certainty, AI where you need judgment, and human approval gates where it matters.
The reconciliation flow is not a picture of the system. It is the system. Every node here is a real node in the graph.
Mix deterministic steps with AI judgment. Approval gates where decisions need oversight; error handling and fallbacks when actions don’t go as planned. The agent stays inside its boundaries by runtime enforcement, not by prompt.
Bank payment advices matched to open invoices (FI-AR / FICA), cleared within tolerance, exceptions routed to an AR clerk, and clearing documents posted back into SAP, with every match decision recorded as graph structure.
Any LLM, any MCP tool: SAP, Jira, SharePoint, email, SQL. Permission tiers per tool: read freely, write with approval, never out of scope.
Token spend, latency, and outcomes per run land in the graph. Fine-tune on facts: inspect any step, replay any decision, diff any two runs.
Ather Forge is in active development. Early-access partners get direct engineering access and shape what ships first.