Case studies

Governance and visibility, proven in the field.

How organizations brought AI under control and saw exactly how it's being used.

Global electronics & appliances manufacturer

Brought 40+ teams and 12,000+ users under one governed space with full policy control.

AI had spread across the business with no central oversight. PixSpace gave leadership a single console to set model policy per department, approve access, and keep confidential designs and IP firmly inside the organization.

0
Departments governed
0%
Access under policy
Zero
IP exposure to public models
Enterprise security operations (SOC) team

Turned scattered AI use into clear, auditable visibility across every analyst.

The SOC team needed to know AI was being used safely for real work. PixSpace surfaced exactly what each analyst used it for incident investigation, alert triage, compliance while AI security inspected every prompt for threats and sensitive data.

0
Prompts inspected for risk
0
Threats blocked & redacted
0%
Activity audited & explained
Global Investment Bank

Cut AI spend 38% across 25 trading and research desks without losing model access.

Invoices were arriving from multiple providers with no unified view of who was spending what. PixSpace consolidated spend tracking, set per-desk budgets, and gave compliance real-time visibility into which models each desk could reach before costs or exposure got ahead of policy.

0
Desks under budget control
0%
Reduction in AI spend
0%
Model access mapped to policy
Regional Hospital Network

Auto-redacted PHI across 50,000+ monthly prompts, with zero compliance incidents.

Clinical and admin staff had been pasting patient information into public AI tools with no safeguards. PixSpace gave them a governed space on the same models, inspecting every prompt in real time, automatically redacting sensitive health data before it reaches the model, and giving compliance a full audit trail to review.

0
Prompts inspected monthly
0%
PHI auto-redacted
Zero
Compliance incidents since rollout
Fast-Growing SaaS Company

Replaced shadow AI with one governed space across 18 engineering teams, without slowing anyone down.

Engineers were quietly reaching for unapproved public AI tools with no safeguards on what they shared. PixSpace gave every team a governed space on an approved-model allow-list, kept unapproved models off the menu, and surfaced what each team was actually using AI for, so the ungoverned tools lost their pull.

0
Engineering teams governed
0
Unapproved models blocked
0%
Usage now policy-compliant
National Retail Chain

Brought AI costs under control across 200+ stores with real-time budget alerts.

Regional teams had independently adopted AI tools with no cost oversight. PixSpace unified spend tracking across every location, set monthly budgets per region, and alerted finance before overruns happened instead of after.

0
Store locations governed
0%
Spend reduction in 90 days
Zero
Budget overruns since launch
State Government Agency

Delivered a fully auditable AI trail across every department, ready for oversight review.

Public-sector compliance demanded proof, not promises. PixSpace logged and explained every AI interaction across departments, kept sensitive citizen data inside the agency's own environment, and gave auditors a complete, reviewable record.

0
Departments onboarded
0%
Interactions logged & explained
Zero
Data exposed to public models
Global Pharmaceutical Research Division

Protected proprietary R&D data across 30+ research teams while giving scientists governed model access.

Research teams needed frontier AI models to accelerate drug discovery, but leadership couldn't risk proprietary formulas leaving the building. PixSpace kept every prompt inside the company's own environment and gave R&D leadership visibility into what each lab was actually using AI for.

0
Research teams governed
Zero
IP exposure to public models
0%
Prompts kept inside environment
Global Logistics & Supply Chain Provider

Standardized AI access across 60 warehouses and depots on one governed model policy.

Dispatch, planning and ops teams were each choosing their own AI tools with no consistency or cost control. PixSpace rolled out a single model allow-list company-wide, centralized spend across every site, and gave ops leadership one dashboard to track adoption.

0
Sites on one policy
0%
Spend reduction after rollout
0%
Access standardized company-wide
Regional Energy & Utilities Provider

Secured AI use across critical infrastructure teams with real-time prompt inspection.

Engineering and grid-operations teams were experimenting with AI on sensitive infrastructure data. PixSpace inspected every prompt for risk in real time, redacted sensitive operational data automatically, and gave security a full audit trail across every team touching critical systems.

0
Infrastructure teams secured
0%
Prompts inspected in real time
Zero
Sensitive data leaked
National Insurance Carrier

Gave compliance a full audit trail across underwriting and claims teams using AI daily.

Underwriting and claims teams adopted AI quickly, but compliance had no way to prove how it was being used. PixSpace logged and explained every interaction, enforced model access by department, and gave leadership defensible records for regulators.

0
Departments audited
0%
AI activity logged & explained
Zero
Unapproved model access
Multinational Telecom Operator

Unified AI spend across 40+ business units and cut redundant provider costs by a third.

Business units across the company had separately signed up with different AI tools, duplicating spend with no visibility. PixSpace brought AI usage onto one governed platform, giving finance a single view of cost and usage across the whole organization.

0
Business units unified
0%
Reduction in redundant spend
0
Governed platform company-wide

See PixSpace govern your AI, live.

One governed space for cost, access, and security, across every department.

Book a demo