← What we do

Amplify · phase 4

Managed Agents

Your high-stakes, repeatable work run as a governed service: deterministic, monitored, one consistent method, no drift.

The problem

Some work is too consequential to leave to whoever happens to be doing it that day. When three people can run the same forecast and get three different answers, or a pricing decision reaches a customer with no audit trail, that inconsistency is a liability.

What you get

  • For deterministic, high-stakes workloads (forecasting, costing, compliance and confidentiality checks, background watchers): a managed agent with defined inputs to a defined output, running one centrally governed method
  • Run for you as a managed service: monitored, kept accurate, improved as your business changes
  • You own the operational output; we carry the reliability and the oversight
  • Priced per managed agent, scoped from your Discovery

How it’s governed

No managed agent reaches production without an evaluation gate: a gold test set, a grading rubric, an accuracy threshold it must clear, and a monitoring loop that watches it after go-live.

Every agent has a named owner, a monitoring cadence, and an incident path. Productionising this tier without that gate is the single biggest quality-and-liability risk in any build, so we don’t.

Why it’s credible.We build the proof before we put a price on it. Our first two agents were validated against real client data before we’d quote them: one reconciles a manufacturer’s demand-forecasting workbook to 99.998%; the other reproduces a completed job’s cost estimate to within 0.32% overall, with 913 of 956 line items matched to the exact cent.

Riverlight Pty Ltd · Managed-agent workspaceSample data
Outcomes this month
Matched 1,284 supplier invoices; 3 exceptions raised to Finance
Drafted 46 inbound quotes for human review
Flagged 2 pricing anomalies to the estimator before send
Weekly demand forecast reconciled and published
Approvals · needs a human
Quote Q-1043 · non-standard terms
Margin below your floor for this job class. Recommends escalation before send.
ApproveAmendDecline
Supplier S-208 · new bank details
Change detected on a remittance. Held for verification per your fraud rule.
VerifyHold
Value recovered
▓▓ hrs

this month, against fee. Shown in full in your portal.

Trust & evidence
Last verified run2h ago
Eval accuracyAbove threshold
Decision logComplete
Incident pathNamed owner
In validationorLive· every agent is labelled honestly

Every action is logged with plain-English reasoning, and every agent shows whether it’s running on test data or your real data. The oversight is the product.