Turn data into decisions
Prediction, optimization, computer vision, and NLP—engineered for measurable ROI.
Executive Summary
AakTeks delivers end-to-end AI systems—from data pipelines and model development to MLOps and business dashboards—so your teams make faster, smarter, and safer decisions.
Problems We Solve
Unpredictable demand, yield, and supply
Manual inspections and slow decisions
Data silos, poor visibility, low adoption
High cost of mistakes and rework
Difficulty proving ROI on AI projects
Solution Overview
Forecasting & Optimization
Demand/yield prediction, inventory optimization, pricing, and routing
Computer Vision
Quality inspection, safety monitoring, asset tracking
NLP & Conversational AI
Chatbots, document intelligence, sentiment analysis
Decision Intelligence
Risk scoring, recommendations, next-best action
MLOps
Model versioning, monitoring, drift alerts, CI/CD for models
Architecture Blueprint
1
Sources
ERP/CRM, sensors/IoT, apps, files/streams
2
Ingest & Store
ETL/ELT, data lake/warehouse, feature store
3
Model Layer
Training pipelines, experiment tracking, registries
4
Serving
Real-time APIs/batch jobs, event stream processors
5
Experience
Dashboards, alerts, chat interfaces, mobile/web apps
6
Ops & Guardrails
Observability, security, governance, access control
Security & Compliance
Security
- • Encryption in transit/at rest, IAM, secrets management
- • Privacy-by-design, consent & audit trails
- • Model governance: explainability, bias checks
Compliance
- • HIPAA/HL7 for healthcare
- • GDPR-style privacy controls
- • SOC2-style security controls
Implementation Timeline
Week 0–2: Discovery
Data audit, KPI baselines, success criteria
Week 3–6: Build
Data pipelines + initial model(s), pilot dashboard
Week 7–10: Harden
Model hardening, integration, user testing
Week 11–12: Go-Live
Training, MLOps & monitoring setup
Post-Go-Live
Optimization sprints and quarterly ROI reviews
KPIs & ROI
- • Forecast accuracy, stockouts, wastage/defects
- • Conversion/LTV, churn, cost-to-serve
- • False positives/negatives, SLA adherence
- • ROI lens: impact × adoption ÷ time-to-value
Sample Case
Challenge: Volatile demand & frequent stockouts
Build: Forecasting models + pricing engine + inventory automation
Outcome: ↑19% conversion, ↓23% stockouts in one quarter
Frequently Asked Questions
Ready to turn data into decisions?
Let's discuss your AI & Analytics needs.