Case studies

Systems built around real work.

Six anonymized workflows across finance, automotive, compliance, real estate, and healthcare.

Company knowledge

approved sources · online

Which financing route applies to this model?
The approved route and supporting document are ready.

Financing_routes.pdf

Approved · 1.2 MB

Workforce demand

~300

WhatsApp-first

employees across seven brands

Questions by topic

Financingreviewed
Modelsreviewed
Servicereviewed
Sanitized product view
Automotive·01

Automotive workforce knowledge and training, delivered through WhatsApp

A WhatsApp-based knowledge and training layer for ~300 employees across seven automotive brands, grounded in vehicle information, financing routes, internal documents, and recurring workforce questions.

Grounded answersSource documentsTraining prompts
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Morning market report

17 Jul 2026 · source-linked walkthrough

Review required

Global technology selling crosses regions; Türkiye view remains analyst-owned.

Asia

Technology-led risk review

Europe

Source-linked open

U.S.

Named mover retained

Türkiye

Analyst sign-off

Sources retained beside editorial judgment
Financial services·02

A daily Türkiye and international-markets report ready for morning review

A source-linked morning-report walkthrough covering Asia, Europe, the United States, a named company move, and a Türkiye escalation for editorial approval.

Morning market briefCross-asset summaryMacro updates
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Investor qualification

Public source evidence retained per candidate

Review queue

CPP Investments

Canonical identity confirmed

Qualified

CPPIB

Duplicate merged with canonical record

Resolved

Unnamed candidate

Source required before qualification

Hold
Deduplicate · qualify · route for review
Private markets·03

Institutional investor qualification and relationship intelligence for private markets

A searchable investor database with real institutional names, type and geography filters, source-backed profile fields, relationship context, and visible evidence gaps.

Investor profilesRelationship mapsSource-backed briefs
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Regulatory change monitor

Official source → review → owned action

Confirm impact

China

Official amendment · effective 1 Jan 2026

High

Singapore

IMDA framework · owner review

Review

Vietnam

MST law update · policy comparison

Action
Impact confirmed before owner and due date
Risk and compliance·04

Monitor regulatory changes and turn them into owned compliance work

A regulatory-change inbox showing the jurisdiction, authority, category, publication and effective dates, affected business area, policy coverage, source evidence, owner, and review status.

Structured obligationsImpact classificationsGap-analysis support
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Sanitized geographic opportunity set
123

Map and record synchronized

Filters · property context · notes · reviewed handoff

Commercial real estate·05

Make property and auction intelligence explorable on a map

A property-intelligence workflow combining structured listings, geospatial search, auction tracking, bid context, filters, and analyst review.

Property mapsFiltered opportunity setsAuction context
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Clinical document review

Original retained beside extracted values

Awaiting review
MarkerResultStatus
Lipoprotein (a)45 nmol/LReview
Triglycerides97.4 mg/dLNormal
LDL-C4.2 mmol/LHigh
Original document
Source page linked
Sanitized product view
Healthcare operations·06

Turn clinical PDFs and images into review-ready longitudinal records

A document-processing workflow that turns uploaded PDFs and images into structured lab and body-composition records with trends and review controls.

Structured lab recordsNormalized measurementsTrend views
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