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We build systems that don't fail
Resilient AI, infrastructure, and data pipelines for institutions operating 24/7/365. When failure isn't an option, we're your team.
50M+
Records Processed
Daily at scale
99.9%
Infrastructure Uptime
Production systems
12+
Industries Served
Finance to utilities
Trusted By
Companies building at scale
What we solve
Every problem. One approach: outcome-focused solutions that scale.
Production AI Systems
The Problem:
Your LLMs hallucinate in production.
What We Do:
We evaluate, fine-tune, and red-team AI systems so they perform safely at scale.
40% accuracy improvement, 26% less rework
Mission-Critical Infrastructure
The Problem:
Downtime costs millions.
What We Do:
We design hybrid/on-prem infrastructure, disaster recovery, and cyber-recovery that guarantees resilience.
99.9% uptime guarantee, DR tested
Data Resilience & Pipelines
The Problem:
Your pipeline breaks on Friday at 6 PM.
What We Do:
We engineer ETL systems handling 10M+ daily records with 99.9% uptime and automated recovery.
10M+ records/day, real-time monitoring
Strategic Advisory
The Problem:
New tech, old systems, unclear path.
What We Do:
We map your modernization roadmap: compliance, scalability, vendor strategy.
Enterprise-grade recommendations
Featured Work
Selected projects showing real business impact
AI/ML Systems
Toloka
2024-2025
RLHF Fine-tuning Pipeline
Challenge
Annotation pipelines had high error rates and rework cycles
Solution
Built production RLHF pipeline with verification + compliance layers
📊 26% reduction in rework, improved label quality
RLHFPythonPyTorch
View Case Study Financial Services
Pesoka Computers
2021
Fraud Detection & Credit Scoring
Challenge
Microfinance loans had high default rates
Solution
Built fraud detection + credit scoring system for loan applications
📊 90% improvement in repayment rates
Fraud DetectionCredit ScoringPython
View Case Study Infrastructure & Resilience
Dell / NTS Africa
2025
Disaster Recovery Infrastructure
Challenge
Major financial institution needed mission-critical backup systems
Solution
Deployed Dell Hyper-Converged Infrastructure + Cyber Recovery Services
📊 99.9% uptime, zero downtime deployment
DellDRCyber Recovery
View Case Study Ready to build systems that work?
Tell us about your infrastructure, AI, or data challenge. We'll map a solution.