Case Studies

The Challenge

A distributed Spanish legal practice with 14 branch offices was overwhelmed by retail client document intake (DNI/NIE, deeds, municipal sanctions). Strict EU GDPR and Spanish LOPD-GDD laws prohibited passing citizens' unredacted PII to cloud LLMs, while strict procedural deadlines under Spanish Civil Procedure (LEC) left zero margin for calculation errors.

Our Solution

Architected a privacy-first platform featuring a Triple-Core Zero-Knowledge PII Pipeline (Presidio NLP + Spanish Regex + Contextual LLM), Case-Scoped encrypted vaults (pgp_sym_encrypt), automated LEC deadline computation, and a Model-Agnostic MCP Gateway enabling seamless switching between fully air-gapped local LLMs (Ollama / vLLM) and frontier cloud models (Gemini 2.5, Claude) with zero vendor lock-in.

Key Results

• ✓82% faster retail case intake and statutory classification across 14 branches
• ✓Zero vendor lock-in: seamless hot-swapping between local LLMs and cloud models via MCP
• ✓Zero PII exposure via cryptographic Case-Scoped Vault and late de-masking
• ✓0 missed procedural deadlines across 15,000+ active citizen proceedings (LEC)
• ✓Statutory research time in municipal disputes dropped from 4.5 hours to 8 minutes

The Challenge

Game development studios faced crippling 414 HTTP errors on large canvases and spent hundreds of engineering hours rebuilding Figma mockups in Unity, causing severe visual drift and overwriting custom runtime scripts upon re-export.

Our Solution

Engineered a multi-threaded AST compiler (C# .NET Standard 2.1) featuring a Turbo Batching Engine partitioning queries into 5 concurrent worker threads, persistent FigmaElement node hashing, dynamic 9-slice packing, and offline JSON compilation.

Key Results

• ✓2-minute turnaround from vector mockup to native Unity C# prefab
• ✓Stress-tested stability on massive RPG canvases with 23,000+ nodes
• ✓45% reduction in UI draw-calls via automated sprite atlasing
• ✓Zero code regressions via non-destructive Smart Sync node hashing

The Challenge

Building a competitive video platform across 36 sports disciplines with objective AI judging and real-money prize pools, resilient against video prompt injections, queue drops, and double-payout vulnerabilities.

Our Solution

Architected a module-first Next.js App Router & Supabase platform (11 domains, 55 migrations, 25 tables), two-stage Vertex AI Gemini 2.5 adjudication (evidence-before-score + server-authoritative score calculation), Deno Edge workers, GCS signed URLs, and idempotent Stripe Connect Express escrow.

Key Results

• ✓Seeking Investment: Raising growth capital for athlete acquisition and prize liquidity pools
• ✓340 commits, 111 PRs, and 471 automated tests (83%+ coverage of mission-critical money paths)
• ✓36 disciplines with custom AI rubrics codified from FIG, World Skate, WDSF, and NATS standards
• ✓Idempotent Stripe Connect Express escrow pipeline with mathematical double-payout elimination

The Challenge

Veterinary clinics suffered from booking errors during manual data entry, missed anamnesis details, and zero visibility into script compliance, customer churn signals, and escalations.

Our Solution

Engineered an automated post-call batch processing architecture that resolves caller telephone numbers against CRM records, serves the owner profile, pet records, and mandatory operator steps, extracts booking slots with human-in-the-loop operator confirmation, and conducts speech sentiment and compliance audits.

Key Results

• ✓Instant caller resolution against clinic CRM database with pet dossier retrieval
• ✓Sub-3s automated appointment drafting with mandatory operator verification
• ✓100% transcript coverage with automated aggression and compliance risk alerting
• ✓Seamless synchronization of confirmed appointment slots directly into clinic CRM

The Challenge

Hospital emergency departments face catastrophic delays during the Golden Hour when triage nurses must manually decipher vague paramedic field descriptions across 40+ specialized wards and paper duty rosters.

Our Solution

Engineered a high-performance clinical routing system for a major multidisciplinary hospital complex (41 departments, 155 board-certified doctors), featuring 4-tier fuzzy PostgreSQL ranking (ICD-10 + paramedic acronyms + pg_trgm), real-time staff_roster shift calculations, and btree_gist exclusion constraints guaranteeing zero-collision physician schedules.

Key Results

• ✓Sub-80ms patient admission and specialist routing in emergency wards
• ✓15,619 official ICD-10 diagnostic entities indexed with colloquial field acronyms
• ✓Zero shift schedule collisions across 41 departments and 155 on-duty doctors
• ✓65% reduction in emergency admission intake registration latency

The Challenge

Client operated an obsolete low-code lending platform running since 2016. Due to severe component aging, vendor dead-ends, and the extreme complexity of implementing regulatory adjustments, the system became impossible to maintain, prompting a complete native rewrite.

Our Solution

Reverse-engineered 100% of legacy business logic, credit scoring rules, PMML scorecards, and KREMO formulas from the database. Re-architected a unified native .NET 10 / PostgreSQL core with automated state machine transitions, enterprise integrations (KREMO, ZEK/IKO, CRIF, Front CRM, Client Portal, nScale ECM), and dedicated AI agents for Onboarding, Underwriting, and Servicing.

Key Results

• ✓In Active Development: 100% of 2016 legacy low-code financial logic reverse-engineered
• ✓6 Enterprise Integrations: KREMO, Front CRM, Client Portal, nScale, ZEK/IKO, and CRIF
• ✓AI Agentic Layer deployed across Onboarding, Underwriting, and Servicing workplaces
• ✓Replacement of unmaintainable 285-project low-code monolith with unified native .NET 10

The Challenge

Enterprises suffered from critical blind spots in modern digital discovery: opaque conversational AI answer engines citing competitor brands, overheated Google Ads CPCs ($15–$20+ per click), and lack of unified executive reporting combining SEO, traffic telemetry, and AI brand citation visibility.

Our Solution

Engineered a federated market intelligence platform integrating live SERP data, multi-channel web traffic analytics, and LLM answer grounding engines. Features automated synthesis of high-level C-Suite strategic reports, intent-clustered content gap roadmaps, and interactive single-file executive HTML dashboards.

Key Results

• ✓High-Level Executive Reporting: automated C-Suite audits, 90/180-day KPI models, and board dashboards
• ✓+340% increase in brand citation frequency across generative AI answer engines
• ✓Sub-minute semantic clustering of 10,000+ keywords into prioritized P0/P1/P2 opportunity backlogs
• ✓Elimination of paid CAC bleeding through high-converting organic and AEO capture