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Helios Labs 2026-03-28 Financial Services

DecisionTrail design-partner pilot brief

A buyer-facing brief covering pilot scope, deployment boundary, setup requirements, weekly success metrics, and the low-overhead operating model for regulated Teams workflows.

Who this pilot is for

DecisionTrail is best suited to compliance, legal, risk, investigations, and operations teams that need to reconstruct high-stakes decisions across Microsoft Teams without stitching screenshots and exported threads by hand.

Standard pilot promise

The standard design-partner promise is intentionally narrow:

  • one high-cost workflow
  • one Microsoft tenant
  • one privacy-safe deployment model
  • one set of measurable weekly success metrics
  • one narrative export path teams can review and challenge

What is in scope

  • Tenant-wide Teams coverage for channels and group chats
  • Private-chat coverage as an explicit client admin choice
  • Cross-conversation timeline assembly for named business identifiers
  • Automatic publishing for clear evidence
  • Background QA for sampled or uncertain cases
  • Optional stricter holdbacks if the client wants them
  • Narrative export with chronology, actor context, and source references

What is not in scope

  • Generic AI assistant or broad productivity claims
  • Self-serve multi-tenant onboarding
  • A promise of zero human oversight in every environment
  • A claim that the public website by itself proves regulatory compliance

Minimal operational overhead means

DecisionTrail should not require a bank to stand up a new analyst team just to use the product.

In the default operating model:

  • clear events flow straight into timelines and exports
  • background QA samples the edge cases
  • manual corrections are auditable and low-volume
  • stricter holdbacks are optional rather than mandatory

Required client setup

  • Approved Microsoft Entra access for operators
  • Client decision on coverage policy and private-chat scope
  • Azure deployment boundary aligned to the client’s data-custody requirements
  • One named workflow the pilot is expected to improve

Weekly success metrics

  • time to first usable timeline
  • time to narrative export
  • QA correction rate
  • blocking holdback count
  • cross-conversation timeline existence
  • export success with source references intact

Current live proof snapshot

The March 30, 2026 production synthetic walkthroughs are the current reusable proof baseline:

  • Meridian Bank Test: 33 messages, 91 events, one 7-conversation timeline, 24.05s to first usable timeline, 2.92s to export, 0 blocking holdbacks
  • Zephyr Fund Test: 33 messages, 135 events, one 9-conversation timeline, 36.02s to first usable timeline, 8.65s to export, 0 blocking holdbacks

Those runs were reset into the default background-QA posture first, so the walkthrough reflects the current low-overhead operating model rather than an older stricter review policy.

ROI language to keep consistent

DecisionTrail should be framed as:

faster reconstruction, lower manual stitching, more defensible chronology

Review the proof pack, inspect the sample report, then book a demo using one real Teams workflow you want to pressure-test.