AI Consulting Results
Empirical outcomes from our 12-person team. We build, audit, and scale AI systems for enterprise production environments.
Low-Latency RAG for Real-Time Institutional Compliance
Challenge
Managing 140,000 multi-market regulatory documents with strict auditability and sub-second validation deadlines.
- Hybrid Vector & BM25 Retrieval Engine
- Self-Hosted Llama-3 70B Quantized (vLLM)
- Strict Deterministic Guardrails & Citation Verifier
From 4.2s down to 920ms p99
1,200 req/sec concurrent load
Zero hallucinated citations in audit
High-Throughput Vision-Language Model for Pathology Triage
Challenge
High volume of multi-gigabyte pathology scans causing compute bottlenecks and multi-hour review delays.
- Distributed Tensor Parallelism on 32x H100s
- Custom Contrastive Fine-Tuned Vision Transformer
- Edge-Deployed Quantized Inference Nodes
Real-time edge triage under 180ms
Optimized cluster dynamic provisioning
Validated against 40,000 blind trials
Predictive Telemetry & Autonomous Routing Engine
Challenge
Legacy route calculators failed to adapt dynamically to severe port congestion and fuel volatility.
- Streaming Graph Neural Network (GNN)
- Continuous Kafka Ingestion with 10M events/min
- Automated MLOps Feedback & Drift Retraining
Annualized net operational efficiency
Real-time sensor events per minute
+31% improvement over legacy models
Need custom benchmarks?
Our team assesses model feasibility and throughput constraints.
Book Your AI Strategy Session
Consult with our senior AI team. We assess your technical stack, identify performance bottlenecks, and define your path to production.
Technical AI Audit
Direct review of your data pipelines, model latency, and infrastructure.
Compute & Cost Analysis
Empirical breakdown of inference costs, scaling, and ROI projections.
AI Roadmap Blueprint
Actionable strategy tailored to your stack and business objectives.
Senior Engineering Leads
Direct access to our core team.
Session Agenda:
- Audit current data & compute stack
- Identify high-impact AI use cases
- Define deployment & risk roadmap
- Resource & team alignment