Case Studies

Customer Scenarios

Representative examples from deployments across sovereign AI, GRC, and cybersecurity — switch between public, private, and admin views.

Public (11)Private (0) 🔒Admin (0) 🔒

Published for everyone

Composite scenarios based on typical customer work. Names, figures, and timelines are illustrative — not references to specific clients or internal projects.

Banking & InsuranceSovereign LLM Workbench

Financial Services — Compliance Policy Library

The situation

200+ policy PDFs across jurisdictions. New hires spent 2–4 hours locating authoritative answers. No citation trail for audit.

What we did

Bulk KB ingest, strict context-only RAG with retrieval guard, gap assessment exports, and EU AI Act governance API evidence packs.

Policy answer time — < 5 minPreviously: 2–4 hrs
Source citation — Every responsePreviously: Rare
Audit evidence — Automated packsPreviously: Manual
Cloud dependency — 0% (local)Previously: 100%

Manufacturing / BFSICyberShield CPA

Enterprise CISO — Continuous GRC Program

The situation

No single view of risk → control → remediation. Fire drills before every ISO recertification. Evidence scattered across 12 tools.

What we did

CyberShield unified posture dashboard, policy lifecycle management, connector sync, and board-ready export packs.

Audit prep time — -40%Previously: Baseline
Control adherence — ≥95%Previously: Variable
Evidence tools — 1 platformPreviously: 12
Board reporting — Real-timePreviously: Quarterly manual

HealthcareCyberShield CPA

Hospital Network — HIPAA Continuous Compliance

The situation

HIPAA controls tracked in spreadsheets across 8 facilities. No unified evidence repository for annual audits.

What we did

CyberShield with HIPAA framework mapping, automated PHI policy testing, and connector-synced evidence.

Control visibility — UnifiedPreviously: Fragmented
PHI policy testing — AutomatedPreviously: Manual
Audit findings — 3/yearPreviously: 12/year
Evidence collection — ContinuousPreviously: 2 weeks

Enterprise TechnologyFFAI LLM Firewall

Enterprise AI Gateway — FFAI Firewall

The situation

Uncontrolled ChatGPT adoption across 2,000 employees. Prompt injection incidents, data leakage, no tamper-evident audit trail.

What we did

Federated AI Firewall as inline proxy with session risk scoring, dual-direction enforcement, WORM audit, and SIEM integration.

BRD criteria — 6/6 PassPreviously: 0/6
Evidence exports — CryptographicPreviously: None
Injection blocks — 340/monthPreviously: 0
PII leak incidents — 0Previously: 3/quarter

GovernmentGVT360

Central Ministry — DPDP Act Readiness

The situation

30 departments with no unified DPDP compliance view. PII in evidence artifacts stored without anonymization.

What we did

GVT360 with DPDP framework mapping, Presidio PII pipeline, consent registry, and executive compliance dashboard.

DPDP mapping — 100%Previously: 0%
PII in evidence — Auto-anonymizedPreviously: Uncontrolled
Department coverage — 30/30Previously: 0/30
Compliance score — 78% (tracked)Previously: Unknown

BFSIGVT360

NBFC — Multi-Framework GRC Consolidation

The situation

Simultaneous RBI, ISO 27001, and SOC 2 audits with duplicate control tracking in three separate systems.

What we did

GVT360 single control inventory with multi-framework overlay, gap heatmaps, and unified remediation tracker.

Control systems — 1Previously: 3
Duplicate effort — -60%Previously: High
Framework coverage — Unified overlayPreviously: Siloed
Audit cycle time — 3 monthsPreviously: 6 months

Financial AIAI Assurance Lab

Model Risk — AI Assurance Lab UAAF

The situation

No enterprise AI inventory. Manual spreadsheets for EU AI Act and ISO 42001 evidence. Board lacked trust index visibility.

What we did

8 system types registered, 6 assessment engines, UAAF 7-domain framework, and board dashboard with certification tiers.

Systems registered — ≥90% in 90dPreviously: < 20%
Quarterly assessments — Policy-drivenPreviously: Ad-hoc
Framework mapping — ≥80% high-riskPreviously: < 50%
Certification decision — < 10 daysPreviously: Weeks

Law EnforcementCybercrime Investigation Platform

State Cyber Cell — Deepfake Investigation

The situation

Rising AI-generated voice fraud targeting citizens. Officers lacked court-defensible multimedia analysis tools.

What we did

India-ready forensic platform with audio comparison, GAN face detection, chain-of-custody vault, and unified case timelines.

Voice clone detection — AutomatedPreviously: Manual
Case documentation — Unified timelinePreviously: Fragmented
Court acceptance — ImprovingPreviously: Low
Cases processed — 45/monthPreviously: 12/month

TechnologyRedLabs

SaaS Company — Pre-Launch LLM Red Team

The situation

Customer-facing LLM chatbot launching in 6 weeks. No adversarial testing performed.

What we did

RedLabs continuous campaign with prompt injection, jailbreak, and data exfiltration probes with HITL validation.

Vulnerabilities found — 47 (pre-launch)Previously: Unknown
Critical remediated — 12/12
Go-live certification — IssuedPreviously: Not issued
Retest schedule — MonthlyPreviously: None

TechnologyQA/QC Assessment Tool

Product Team — CI Quality Gates for 9 Platforms

The situation

9 platforms released monthly with inconsistent quality checks. Performance regressions discovered post-release.

What we did

QA/QC integrated into all platform CI pipelines with perf/E2E gates and heuristic failure detection.

Release gate coverage — 100%Previously: 30%
Post-release bugs — 2/releasePreviously: 8/release
Perf regressions caught — Pre-releasePreviously: Post-release
Release approval — Audited workflowPreviously: Informal

Managed ServicesPlatformOps Command Center

MSP — 40-Platform Fleet Command Center

The situation

MSP operating 40+ client platforms with no unified monitoring or documentation.

What we did

PlatformOps registry, SSH remote operations, health polling, and auto-generated architecture docs.

Platform visibility — Single dashboardPreviously: Fragmented
Health monitoring — Automated 24/7Previously: Manual
Architecture docs — Auto-generatedPreviously: Outdated
Remote ops time — 15 minPreviously: 2 hrs/incident