# The problem: slow, expensive, opaque middle- and back-office work
Many operational tasks still require people to move data manually between systems of record that were never designed to execute end-to-end processes. The example Salesforce uses is an analyst auditing an invoice across four applications: matching lines, checking contracts, rekeying totals, and emailing approvers. Multiply that across every invoice, order, and exception and you get a picture of work that costs time, money, and visibility.
Practical consequences are speed (transactions stall waiting on approvals), leakage (errors hide in unreviewed lines), cost (headcount grows with transaction volume), and risk (controls depend on humans working late). Leaders often want to fix this but lack a way to run work across several systems without a person being the glue.
# Operations approaches the fix
Agentforce Operations, powered by Regrello, is described as a three-part stack aimed at operations rather than front-office workflows:
- Orchestration engine: built for processes that span days or weeks, include handoffs, exceptions, approvals, and deadlines. The engine holds state for the full duration of the work and knows what it's waiting on.
- Agents that execute work: a "super agent" named Marshall designs and runs processes. Inside each step, specialized back-office agents read, check, and reconcile content in the systems people used to use.
- A compliance-ready platform: processes produce a full audit trail. Steps that must run the same way every time run deterministically rather than probabilistically to meet auditor requirements.
Agentforce runs on the Agentforce trust layer on Hyperforce and is presented as generally available.
Systems Integration Agent learns any browser-based application the way a human would, with no code and no APIs. Salesforce reports it can learn an application in about 90 minutes and relearn changed screens automatically, typically in about 20 minutes. That approach is positioned as a way to execute work in systems "that integration left behind."
Salesforce contrasts this with two common but costly paths: long consultant-led transformations that produce custom code and general-purpose agent models whose probabilistic outputs can be unacceptable for auditors. Agentforce aims to avoid both by combining deterministic execution where required and agentic automation elsewhere.
# How people and teams fit in
Processes are intended to run in the background with no separate UI. People are notified in Slack, Teams, or email only when a decision is needed, and the audit trail travels with the work. The product is positioned so process experts, not consultants or engineers, can digitize and improve processes in minutes without code.
Salesforce gives a customer example: Flex runs Agentforce Operations across work order approvals and third-party risk assessment and reports automating 95%+ of work order approvals and about 70% of third-party risk assessment activities.
# Bottom line for operations leaders
If your middle- or back-office still depends on people moving data between multiple systems, the approach presented combines low-code process construction, browser-based application learning, measured ROI before build, and a compliance-first runtime. It's aimed at replacing manual glue work with processes that run autonomously and keep humans in the loop only for decisions they must make.