Build
With Us
We help companies build production-grade AI, from multilingual voice analytics and video intelligence to custom ML pipelines. Engineered for global scale, optimized for real-world economics.
The real AI challenge
Building production AI isn't the same as building a demo. It requires fundamentally different thinking.
7,000+ Languages
Global markets need AI that works natively across languages and dialects, not English models with translations bolted on.
Cost vs. Quality
AI at scale demands smart architecture: right-sizing models, optimizing inference costs, and blending open-source with proprietary where it makes sense.
Production Gap
87% of AI projects never make it past the POC stage. We close that gap with battle-tested pipelines and deployment expertise.
Capabilities
Full-stack AI engineering, from data pipelines to production inference.
Multilingual Voice & Text Intelligence
Transcription, analysis, and search across 40+ languages including English, Spanish, Hindi, Arabic, Mandarin, and more.
Video Intelligence & Analytics
Extract insights from video at scale: product detection, sentiment from facial cues, content tagging, and automated video search across platforms.
Multimodal Pipelines
End-to-end pipelines that fuse voice, video, text, and structured data into unified dashboards and real-time decision systems.
Sentiment & Intent Extraction
Real-time sentiment scoring, keyword extraction, and intent classification across customer touchpoints including video reviews and voice calls.
Custom AI Model Development
Fine-tuned models for your domain: ecommerce, fintech, healthtech, media. Trained on your data, deployed in your infrastructure.
AI Cost Optimization
Reduce inference costs up to 80% with smart model selection, quantization, and hybrid open-source + API architectures.
Data Annotation & Training Infra
Managed labeling pipelines for text, audio, and video. Evaluation frameworks and human-in-the-loop systems for continuous model improvement.
AI Readiness Assessment
Fixed-scope assessment mapping your data maturity to AI opportunities. Clear roadmap, realistic timelines, honest budgets.
AI Evals & Benchmarking
Systematic evaluation frameworks for accuracy, latency, and drift. Automated regression testing across model versions with domain-specific test suites.
AI Safety & Guardrails
Content filtering, hallucination detection, PII redaction, and output validation. Responsible AI practices built into every pipeline from day one.
Observability & Monitoring
Real-time dashboards for model performance, cost tracking, error rates, and data quality. Alerting on drift, degradation, and anomalies before they reach users.
Industries we serve
Domain-specific AI that understands the nuances of your industry.
D2C & Ecommerce
Understand what customers say across every market: voice reviews, video unboxings, multilingual text feedback.
Fintech & Banking
Analyze call center conversations at scale for fraud signals, compliance risks, and churn indicators.
Healthtech
Multilingual patient intake, symptom extraction from voice, and clinical note analysis.
Media & Entertainment
Automated content tagging, multilingual subtitles, and audience sentiment tracking across platforms.
Enterprise SaaS
Embed AI-powered analytics into your product: voice search, smart recommendations, NL querying.
How we work
A structured path from assessment to production, no open-ended engagements.
AI Readiness Assessment
Data audit, opportunity mapping, architecture recommendation
Prototype & Validate
Working prototype on real data, measure accuracy and cost
Production Deployment
Scale, integrate, train teams
Managed Operations
Monitoring, model updates, optimization