Governance patterns for consequential decisions

Memrail applies wherever decision systems shape real outcomes. These capability patterns make decision logic explicit, enforceable, and auditable — across agents, forecasting systems, deal intelligence engines, and beyond.

Every step governed. Every handoff traced.

Multi-step workflows with deterministic checkpoints at every decision point. Each step evaluated against business rules to determine what should happen next.

Financial Services Insurance Healthcare
See how it works

Agents that know when to escalate — every time.

Human-facing agents with guaranteed escalation paths and context-aware responses. Govern what the agent should do at each moment.

Healthcare Customer Service HR
See how it works

Every decision reconstructible. Every action defensible.

Audit-grade decision logs with deterministic replay for regulated environments. Prove policy was enforced at the time of every decision.

Financial Services Healthcare Government
See how it works

Not what's similar. What's appropriate.

Governed retrieval that surfaces content based on policy, not just semantic similarity. Turn retrieval from a search problem into a decision problem.

Technology Legal Enterprise
See how it works

Multiple sources. One trusted answer.

Resolve conflicts, track provenance, and maintain temporal validity across data sources. Govern which source to trust for which field.

Financial Services Real Estate Insurance
See how it works

Learn from every decision your systems have ever made.

Retrospective analysis of decision traces, events, and observations — surfacing patterns, failures, and optimization opportunities that would take humans months to find.

Legal Finance Operations Risk
See how it works

Test tomorrow's decisions before they happen.

Project counterfactuals and simulate future scenarios against your governance model — so you can intervene today instead of reacting tomorrow.

Finance Strategy Risk Compliance
See how it works

Not sure which pattern fits?

Start with the 14-Day Pilot — we'll map your workflow to the right approach.

Start a Pilot

Cross-Industry

The patterns are horizontal.
The rules are yours.

These capability patterns apply across industries. The business rules change; the governance model doesn't. Whether you're governing clinical decisions, financial workflows, or customer-facing agents, Memrail provides the same deterministic authority layer.

Stylized tree branches

See results in 14 days

The 14-Day Decision Authority Pilot: decision topology, domain analysis, controlled comparison, and an integration roadmap on your hardest workflow.

Start a Pilot