Case studies

Intelligence transformations in production.

Each engagement converts fragmented operational data into a continuously usable intelligence layer — across cities, fleets, legal teams, and portfolios.

Case 01 · Municipal

Rapid-Growth Cities

unityiq · rapid-growth-cities

Departments unified

12+

Decision cycle

−54%

Executive visibility

Real-time

Problem

Fast-scaling municipalities operating with siloed permitting, infrastructure, and constituent systems that obscured executive visibility.

Fragmentation challenge

  • ×Permitting data trapped in legacy systems
  • ×Department-specific reporting cadences
  • ×Institutional memory lost between administrations

Unity solution

Unified intelligence layer ingesting permitting, infrastructure, and constituent data — with executive dashboards and civic intelligence profiles for leadership.

Operational outcome

City leadership gained a single decision surface across departments, reduced cross-team coordination overhead, and preserved institutional knowledge across leadership transitions.

Case 02 · Operations

Texas Auto Value

unityiq · texas-auto-value

Locations coordinated

All sites

Manual reconciliation

−72%

Margin uplift

Sustained

Problem

Multi-location operator with fragmented inventory, service, financial, and customer records limiting operational coordination.

Fragmentation challenge

  • ×DMS, accounting, and CRM systems unlinked
  • ×Location-specific reporting variance
  • ×Manual reconciliation eroding margins

Unity solution

Operational intelligence layer unifying inventory, service, and finance data into interactive dashboards with bounded automation for routine workflows.

Operational outcome

Headquarters gained continuous operational visibility across locations, identified margin recovery opportunities, and automated repeatable reconciliation tasks under human oversight.

Case 03 · Litigation

Class Action Litigation

unityiq · class-action-litigation

Discovery searchable

100%

Strategic alignment

Continuous

Insight surfacing

Daily

Problem

Complex class action with vast discovery volume, distributed legal team, and tight strategic decision windows.

Fragmentation challenge

  • ×Discovery scattered across review platforms
  • ×Witness and exhibit linkage held in memory
  • ×Strategic theory updates poorly tracked

Unity solution

Litigation Intelligence profile built around the case: semantic discovery search, exhibit-witness intelligence, advised theory-of-case views, and obligation tracking.

Operational outcome

Legal team accelerated discovery, surfaced previously hidden evidentiary patterns, and maintained continuous strategic alignment across counsel.

Case 04 · Private Equity

Private Equity / Osiris

unityiq · private-equity-osiris

Portfolio coverage

Fund-wide

Intervention speed

+3.4×

Playbooks codified

Continuous

Problem

Diversified portfolio with inconsistent operational reporting and limited cross-company visibility for value-creation teams.

Fragmentation challenge

  • ×Portfolio reporting cadences inconsistent
  • ×Operational telemetry siloed per company
  • ×Value-creation playbooks not codified

Unity solution

Portfolio Intelligence Profiles per company, rolled into a fund-level operational intelligence layer with leadership advisory views and benchmark scoring.

Operational outcome

Investment leadership gained unified portfolio telemetry, accelerated value-creation interventions, and institutionalized operational playbooks across holdings.

Build your intelligence layer

Build Your Organization's Intelligence Layer

Transform fragmented operational data into searchable, visual, decision-ready intelligence — with bounded automation and human override built in.

Executive briefing

60–90 minutes of focused discovery.

Intelligence map

Tailored to your domains and decision surfaces.

Strategic roadmap

From fragmentation to bounded automation.