Services
Enterprise AI transformation, cloud modernization, and security consulting delivered by engineers who build, deploy, and support production systems. Every engagement includes security assessment, measurable KPIs, and knowledge transfer.
🤖 AI & Machine Learning Services
Production-ready AI deployment with security baked in. From proof-of-concept to scaled deployment, we handle the full ML lifecycle.
Generative AI Integration
Deploy GPT, Claude, or custom large language models into your workflows with secure API integration, prompt engineering, and fine-tuning.
Key Outcomes:
- 50-80% reduction in content generation time
- Context-aware responses with RAG architectures
- PII detection and redaction built-in
ML Ops & Model Deployment
Move from Jupyter notebooks to production with CI/CD for models, monitoring, versioning, and automated retraining pipelines.
Key Outcomes:
- Weeks to deployment (not months)
- Model performance monitoring & drift detection
- A/B testing and gradual rollout
Computer Vision & NLP
Custom models for image recognition, document processing, sentiment analysis, and entity extraction tailored to your domain.
Key Outcomes:
- 90%+ accuracy on domain-specific tasks
- Real-time inference with <100ms latency
- HIPAA/PCI compliant data handling
AI-Powered Automation
Intelligent process automation for document processing, customer support, data entry, and decision workflows.
Key Outcomes:
- 70-90% reduction in manual tasks
- 24/7 processing with human-in-the-loop
- Audit trails for compliance
Predictive Analytics
Forecasting, anomaly detection, and predictive maintenance using time-series models and ensemble methods.
Key Outcomes:
- 30-50% improvement in forecast accuracy
- Early detection of anomalies (hours, not days)
- Actionable insights with explainable AI
AI Strategy & Readiness
Assessment, roadmap, and pilot projects to identify high-ROI AI opportunities and build internal capabilities.
Deliverables:
- AI readiness assessment (2-week sprint)
- Prioritized use case backlog
- Proof-of-concept for top opportunity
Typical Engagement Model
Phase 1 (2-4 weeks): Discovery & proof-of-concept — validate feasibility and ROI
Phase 2 (6-12 weeks): Production deployment — build, test, and launch with monitoring
Phase 3 (ongoing): Support & optimization — 24/7 monitoring, retraining, and feature expansion
🔐 Security & Compliance Consulting
Zero-trust architecture, compliance readiness, and security audits from engineers who've hardened production systems at scale.
Zero-Trust Architecture
Design and implement identity-centric security with least-privilege access, network segmentation, and continuous verification.
Key Outcomes:
- Minimize blast radius of breaches
- Micro-segmentation of workloads
- Identity & device verification at every request
Security Audits & Pen Testing
Comprehensive security assessments including infrastructure review, code audit, and simulated attacks to identify vulnerabilities.
Deliverables:
- Detailed vulnerability report with CVSS scores
- Prioritized remediation roadmap
- Re-test after fixes applied
Compliance Readiness
Prepare for SOC 2, HIPAA, PCI-DSS, or GDPR audits with gap analysis, policy templates, and implementation support.
Key Outcomes:
- Pass compliance audits first time
- Automated evidence collection
- Ongoing monitoring & reporting
Identity & Access Management
Centralized IAM with SSO, MFA, role-based access control (RBAC), and audit logging across all systems.
Key Outcomes:
- Single sign-on (SSO) across applications
- Automated provisioning/deprovisioning
- Complete audit trail for access events
Incident Response
24/7 threat detection, automated response playbooks, and forensic investigation when breaches occur.
Key Outcomes:
- Mean time to detect (MTTD) < 15 minutes
- Automated containment & recovery
- Post-incident analysis & hardening
Security Training
Developer security training, phishing simulations, and security champion programs to build security culture.
Deliverables:
- Secure coding workshops (OWASP Top 10)
- Quarterly phishing simulations
- Security champion certification
Start with a Free Security Assessment
We'll review your infrastructure, identify the top 5 risks, and provide a prioritized remediation plan — at no cost. No obligation to engage further.
☁️ Cloud Modernization & DevOps
Migrate, optimize, and manage your infrastructure across AWS, Azure, and GCP with zero-downtime deployments and cost optimization.
Cloud Migration
Lift-and-shift or re-architect legacy systems to cloud-native architectures with minimal business disruption.
Key Outcomes:
- 40-60% cost reduction vs. on-premise
- Zero-downtime migration strategy
- Automated disaster recovery
Multi-Cloud Architecture
Design cloud-agnostic systems across AWS, Azure, and GCP to avoid vendor lock-in and optimize cost/performance.
Key Outcomes:
- Workload portability between clouds
- Cost optimization through cloud arbitrage
- Resilience through geographic distribution
Kubernetes & Containers
Container orchestration, service mesh, and cloud-native application deployment with auto-scaling and self-healing.
Key Outcomes:
- 99.9%+ uptime with auto-healing
- Scale from 10 to 10,000 requests/sec
- Resource utilization optimization
Infrastructure as Code
Terraform, Pulumi, or CloudFormation to manage infrastructure through version-controlled, testable code.
Key Outcomes:
- Reproducible environments (dev/staging/prod)
- Infrastructure changes via pull requests
- Automated compliance checks
CI/CD & GitOps
Automated build, test, and deployment pipelines with GitOps workflows for declarative infrastructure management.
Key Outcomes:
- Deploy 10x more frequently
- 50% reduction in failed deployments
- Automated rollback on failure
Observability & Monitoring
Distributed tracing, metrics, and log aggregation with Datadog, Prometheus, Grafana, or cloud-native tools.
Key Outcomes:
- Mean time to resolution (MTTR) < 30 min
- Proactive alerting before user impact
- Cost anomaly detection
Cloud Migration Roadmap
Assessment (1-2 weeks): Inventory, dependency mapping, and TCO analysis
Pilot (4-6 weeks): Migrate one non-critical workload to validate approach
Migration (8-16 weeks): Phased migration of remaining workloads with rollback plans
Optimization (ongoing): Cost optimization, performance tuning, and reserved capacity planning
🛠️ Application Development & Modernization
Build new or modernize legacy applications with microservices, API-first design, and security-first engineering.
Enterprise SaaS Platforms
Multi-tenant architecture, subscription billing, and role-based access for B2B SaaS products.
Example Deliverables:
- User authentication & SSO integration
- Usage-based billing & invoicing
- Admin dashboards & analytics
- HIPAA audit logging & PHI encryption
- HL7/FHIR integration standards
- BAA agreements & risk assessments
FinTech & Payment Systems
PCI-DSS compliant payment processing, fraud detection, and financial reporting systems.
Security Features:
- Tokenization & secure card vaults
- Real-time fraud detection (ML-powered)
- PCI-DSS Level 1 compliance
E-Commerce & Retail
Headless commerce, inventory management, and omnichannel customer experiences.
Key Features:
- Real-time inventory sync
- Personalization & recommendation engines
- Mobile-first checkout experiences
Logistics & Supply Chain
Route optimization, real-time tracking, and warehouse management systems.
Capabilities:
- GPS tracking & geofencing
- Automated dispatch & routing
- Predictive delivery estimates
Legacy Modernization
Refactor monoliths to microservices, migrate from mainframes, and modernize outdated tech stacks.
Approach:
- Strangler fig pattern for gradual migration
- API wrappers around legacy systems
- Zero-downtime cutover strategies
📊 Data Engineering & Analytics
Transform raw data into actionable insights with scalable pipelines, data lakes, and real-time analytics.
Data Pipelines & ETL
Build robust data pipelines with Apache Airflow, dbt, or cloud-native services to move and transform data at scale.
Capabilities:
- Batch & real-time data processing
- Data quality monitoring & validation
- Automated schema evolution
Data Lakes & Warehouses
Modern data architectures with Snowflake, BigQuery, or Redshift for analytics-ready data at petabyte scale.
Outcomes:
- Single source of truth for all data
- Sub-second query performance
- Cost-optimized storage & compute
Ready to Get Started?
Every engagement starts with a free assessment — AI readiness, security review, or cloud migration planning. No obligation, no sales pitch — just a clear roadmap of what's possible.
Industries We Serve
🚀 Why Partner With SOMEDGE?
- Deep expertise in cloud-native and multi-cloud environments
- Proven track record in AI and Generative AI solutions
- Strong focus on security, compliance, and identity governance
- Domain-specific solutions for healthcare, finance, and logistics
- Certified Microsoft training and onboarding programs