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Computer Vision Systems
Detection, segmentation, OCR, tracking, pose, defect inspection. Real-time pipelines on edge or cloud.
Akaza Nexus is an end-to-end AI & Computer Vision agency. We take products from research notebook to production — models, pipelines, and consulting that ship.
We're researchers and engineers who got tired watching great prototypes die before production. Akaza Nexus exists to close that gap — shipping AI systems that hold up under real users, real data, and real operational pressure.
We work in tight pods of 3–5. No account managers, no handoffs, no theatre. The engineer who built your model is the same one accountable when it breaks.
Based in Karachi — available for on-site across Pakistan, and remote globally.
Every engagement is staffed with engineers who have shipped production AI.
We tie engagements to model metrics, not hours. Misses are on us.
You own everything we ship. No vendor lock-in, no rented IP.
From feasibility studies to fully managed deployments — we work alongside your team or own the build outright.
Detection, segmentation, OCR, tracking, pose, defect inspection. Real-time pipelines on edge or cloud.
RAG, tool-use agents, evals, fine-tuning. Production-grade stacks with observability and guardrails baked in.
Trigger-based pipelines, API orchestration, multi-step business automation. Connect any tool, model, or data source end-to-end.
Ingest docs, chunk, embed, retrieve. Private knowledge bases, semantic search, and document Q&A at production scale.
Image generation, diffusion fine-tuning, brand-specific creative pipelines. From prompt to production-ready visual output.
Full-stack apps with AI baked in. Dashboards, internal tools, SaaS products — built fast and wired to your models.
Our vision, LLM, and automation systems adapt to the sector — from factory floors to hospital wards to farmland.
Defect inspection, quality control, predictive maintenance.
Medical imaging analysis, clinical document AI, triage support.
Visual search, shelf analytics, personalization, support agents.
Package tracking, OCR on documents, route and demand forecasting.
Crop health monitoring, yield estimation, drone imagery analysis.
Driver monitoring, ANPR, in-vehicle and edge perception.
Real-time detection, access control, anomaly and intrusion alerts.
Site safety (PPE) detection, progress tracking, document automation.
Asset inspection, meter reading, grid and load forecasting.
KYC and document extraction, claims automation, fraud signals.
AI tutors, content generation, attendance and assessment tools.
Traffic analytics, crowd monitoring, waste and infrastructure insight.
No surprises. No handoffs. Just a tight loop from problem to shipped system.
We start with a 30-minute call. No pitch, no deck. Just us understanding your problem, your data, and what success actually looks like. If we're not the right fit, we'll tell you.
We turn the call into a written scope — deliverables, timeline, success metrics, and a fixed price. You know exactly what you're getting before anything starts.
Small senior team, fast iterations. We share working builds early and often — not at the end. You stay in the loop without needing to manage us.
You get everything. Code, weights, docs, deployment. We walk your team through it and stay available for 2 weeks post-launch. No lock-in, no retainer required.
A sample of recent engagements across vision, language, and infrastructure.
Trusted by engineering leads, CTOs, and founders across 10 countries.
We respond within one business day. Short pitch, current state, what you'd like a second pair of eyes on — that's enough.
