Agent Management Platform

One plane.
Every AI agent.
Zero blind spots.

Polaris Mortgage AI is the governance layer that orchestrates chat, workflow, and autonomous agents across your entire mortgage origination lifecycle — with a full decision ledger for every action.

4 Execution modes, one runtime
1 Decision ledger across all agents
SLA Routing with escalation chains
Management Plane
Chat
Workflow
Agent
Handoff
Decision
Ledger
Esc. Routing · Canary · Drift Detection

Lenders are running AI in silos.
The seams are costing them.

Four systems. Zero visibility.

Chat interfaces, workflow engines, autonomous agents, and human reviewers — each running independently. Nobody owns the handoff. Nobody sees what happened across all four.

Compliance wants the full story.

Every decision needs a complete audit trail — which version of guidelines was active, what reasoning the agent used, who approved the escalation. Your current stack can't produce it.

Volume spikes expose every flaw.

When pipeline doubles, your agent queue backs up, escalations hit the wrong people, and SLA monitoring goes dark. You're flying blind during exactly the moments when visibility matters most.

Guideline drift breaks production.

When GSE guidelines update — and they do — the change ripples across agents inconsistently. Some workflows catch it. Others run stale rules for weeks. You find out at the next audit.

Four modes. One runtime. Fully governed.

Each execution mode has a defined role. Handoff rules govern every transition between them.

Synchronous · Human-driven

Chat

The dispatcher and borrower-facing surface. Routes tasks to the right execution path with full context pre-assembled.

  • Context-aware routing
  • Case pre-assembly before handoff
  • Borrower and ops-facing surfaces
Deterministic · Rule-driven

Workflow

Fixed steps, model as worker. Handles the clean-file majority — routine verifications, data intake, document validation.

  • Guideline-version bound execution
  • Full audit on every step
  • Auto-escalates on ambiguity
Dynamic · Reasoning loop

Agent

Autonomous reasoning over findings. Handles the exception queue — complex income verification, layered exceptions, non-standard files.

  • Multi-step reasoning with citations
  • Auto-escalates with full context
  • A2A communication between agents
Transitions · Where regulated acts happen

Handoff

The connective tissue between all modes. Every transition is a governed event — logged, versioned, and SLA-bounded.

  • Chat → Agent (complex task dispatch)
  • Agent → Human (escalation with case)
  • Agent → Workflow (deterministic drop-back)

Everything above the execution layer.
Everything your ops team needs.

Management Plane
Registry & Skills Scoping
Decision Ledger
Escalation Routing & SLA
Shadow / Canary / Promotion
Guideline-Version Binding
Cost / Latency / Queue
Execution Layer
Chat
Workflow
Agent
Handoff

The decision ledger is the product.

Every action across every agent, workflow, and handoff — logged with the full context that compliance teams actually need: guideline version active, model reasoning, who approved the escalation, what the outcome was.

Not a compliance afterthought. The primary data model. Every other feature — routing, canary, drift detection — runs on top of it.

Immutable action log with cryptographic integrity
Guideline version binding per decision
Model reasoning citations in plain language
Approver identity and escalation chain on every case
Drift detection against current guideline corpus
Export for investor and auditor review
Decision Ledger Live
Income verification — W-2 analysis complete
GSE 2024-Q4 · No escalation
Complex income — self-employed borrower flagged
Handoff → Human · SLA: 30min · Approver: JM
Guideline drift detected — QM rule v3.2 → v3.4
A2A chain updated · 12 agents re-scoped
Borrower pre-qual routing — intent: purchase, FICO 710
Assigned to workflow: purchase_standard · No escalation
Canary run — new underwriting agent v2.1
Shadow mode · 5% traffic · 0 deviations

Enterprise Architecture

Built for lenders who need to prove every decision.

Regulated lending demands more than automation. It demands auditable, governable, and explainable AI across every execution path. Polaris Mortgage AI is the management plane that makes that possible — and makes the next GSE audit the easiest one you've ever had.