Secondary Focus • Technology Services for External Projects

AI-integrated systems & technology services.

SreeVia AI translates its product engineering discipline into high-impact technology services for external projects. We architect AI-integrated systems, cloud infrastructure, and custom software—empowering both tech and non-tech sectors to lead with artificial intelligence.

Practices:
Core Practice Areas

The 6 Pillars of Our Engineering Practice

Every practice is staffed by senior systems architects and backed by transparent production SLAs.

< 80ms p99 inference latency

Applied AI & Autonomous Agent Systems

Deterministic intelligence embedded in core business workflows

We design and deploy production-grade multi-agent swarms, private VPC model fine-tuning, and semantic retrieval-augmented generation (RAG) architectures with strict data sovereignty.

Key Technical Deliverables
Autonomous agent workflow orchestration
Deterministic hybrid RAG with vector & keyword search
Private on-premise & VPC model serving (vLLM / TensorRT)
Strict data isolation and zero model retention policies
LangGraphPyTorchpgvectorvLLMFastAPIOllama
99.99% contractual availability SLA

Multi-Cloud & Kubernetes GitOps

Resilient infrastructure as code with automated continuous delivery

Enterprise cloud architectures engineered for high availability, zero-downtime blue/green rollouts, and granular FinOps governance across AWS, GCP, and Azure.

Key Technical Deliverables
Production Kubernetes cluster provisioning & hardening
GitOps pipelines with automated rollback via ArgoCD
Multi-region disaster recovery and failover topologies
Automated infrastructure cost optimization and rightsizing
KubernetesTerraformAWSGoogle CloudArgoCDDocker
100,000+ RPS sustained throughput

High-Throughput Distributed Microservices

Concurrent backend engines handling massive transactional volume

Low-latency microservices built in Go and Rust, coupled with real-time stream ingestion pipelines, distributed caches, and fault-tolerant event meshes.

Key Technical Deliverables
Sub-millisecond gRPC service-to-service communication
High-throughput event streaming with Apache Kafka
Distributed cache synchronization with Redis clusters
Strict schema federation and API gateway microsegmentation
Go (Golang)RustApache KafkaClickHousegRPCRedis
Sub-second global LCP & 100% responsive

Mission-Critical Web & SaaS Platforms

Modern, performant web applications built for enterprise users

Rich web experiences engineered with modern React 19 and Next.js architectures, featuring sub-second page loads, real-time collaboration, and accessible design tokens.

Key Technical Deliverables
Multi-tenant SaaS architectures with strict tenant isolation
Real-time WebSocket sync and collaborative editing engines
Accessible, modular enterprise design systems
Lighthouse 95+ performance, SEO, and security audits
Next.jsReact 19TypeScriptTailwind CSSWebSockets
60 FPS fluid rendering & offline sync

Cross-Platform & Native Mobile Engineering

Native performance iOS and Android applications with offline sync

Reliable mobile platforms offering offline-first transactional caching, biometric authentication, and Bluetooth LE hardware pairing for connected IoT and robotics.

Key Technical Deliverables
Cross-platform codebases with native fluid animations
Offline-first local SQLite sync and reconciliation
Hardware telemetry & Bluetooth Low Energy (BLE) integration
Automated CI/CD for App Store & Google Play distribution
React NativeFlutterSwiftKotlinSQLiteBLE
SOC 2 Type II & ISO 27001 verified

Zero-Trust Security & Compliance Hardening

Defense-in-depth security built into the lowest architectural layers

Kernel-level eBPF monitoring, mutual TLS service mesh encryption, and continuous automated vulnerability auditing aligned with SOC 2 Type II, ISO 27001, and HIPAA.

Key Technical Deliverables
Kernel-level runtime observability and threat detection with eBPF
Mutual TLS (mTLS) microsegmentation between all services
Automated dependency scanning & static analysis in CI/CD
Audit-ready compliance architecture documentation
eBPFEnvoy ProxyOpen Policy AgentHashiCorp VaultTrivy
Flexible Collaboration

Structured for Velocity & Certainty

Transparent engagement models tailored to enterprise product teams, venture-backed startups, and growing institutions.

Most Popular

Dedicated Engineering Pods

Best for continuous product scaling & roadmap acceleration

Structure
Autonomous Squad (Lead Architect, Senior Full-Stack/AI, DevOps)
Included Deliverables
100% dedicated senior engineering talent
Seamless integration with your Slack, Jira, & GitHub
Direct sprint reviews with principal architects
Zero recruitment overhead or retention risk
Rapid ramp-up within 10 business days

Fixed-Scope Architecture Delivery

Best for discrete greenfield builds, MVPs & platform rewrites

Structure
Turnkey delivery from technical specification to launch
Included Deliverables
Comprehensive Architecture Decision Records (ADR)
Strict milestone deliverables and acceptance gates
Contractual budget and delivery guarantee
Post-launch warranty and knowledge transfer
Complete CI/CD & infrastructure runbooks

Architecture Advisory & Security Audit

Best for performance bottlenecks, cloud audits & compliance

Structure
Direct advisory by principal systems & security architects
Included Deliverables
In-depth codebase and database query profiling
Cloud cost (FinOps) audit with guaranteed savings
Zero-Trust security & SOC 2 gap assessment
Actionable architectural remediation roadmap
Executive & board-ready technical report
Delivery Methodology

The Engineering Lifecycle

A battle-tested 4-phase framework ensuring architectural discipline, high velocity, and bulletproof production stability.

PHASE 01

Architecture & Threat Modeling

Sprint 0 (1-2 Weeks)

We dissect requirements, eliminate ambiguity, and establish deterministic technical specifications before writing a single line of production code.

Phase Artifacts
Architecture Decision Records (ADRs)
System sequence diagrams & schema specs
Zero-Trust threat modeling & compliance audit
CI/CD infrastructure blueprint
PHASE 02

Sprint Execution & CI/CD

Bi-Weekly Sprints

High-velocity development driven by senior squads. Every commit undergoes automated linting, security scans, and preview deployments.

Phase Artifacts
Ephemeral staging previews for each PR
Automated unit, integration & end-to-end test suites
Direct Slack & Jira collaboration
Weekly architecture demos and velocity metrics
PHASE 03

Hardening & Load Testing

Pre-Release Verification

We subject the platform to extreme synthetic stress, concurrency verification, and security testing to ensure unflinching production reliability.

Phase Artifacts
Simulated load testing (100,000+ RPS scenarios)
Automated dependency & container vulnerability audit
Database query profiling & index optimization
Disaster recovery & chaos engineering drill
PHASE 04

Deployment & 24/7 Observability

Continuous Governance

Seamless production release backed by 24/7 active telemetry, incident response escalation, and scheduled roadmap iterations.

Phase Artifacts
Zero-downtime blue/green traffic cutover
Real-time eBPF and Datadog/Prometheus monitoring
Contractual 99.99% availability SLA enforcement
Continuous automated backups & hot standby
Technology Ecosystem

Vetted Stacks for Speed & Reliability

We leverage modern enterprise frameworks engineered for high maintainability, strict security, and zero vendor lock-in.

AI & Machine Learning

Enterprise agentic systems, model routing, and deterministic RAG

LangGraph
Agent Orchestration
PyTorch
Deep Learning
HuggingFace
Model Registry
TensorRT
GPU Inference
pgvector
Vector Store
FastAPI
Model Serving
Have existing infrastructure or a specific stack requirement? We integrate with your existing codebase.
Initiate an Engagement

Ready to engineer your next production breakthrough?

Schedule an architectural scoping conversation with our principal systems engineers. We will analyze your specifications, evaluate technical tradeoffs, and provide a comprehensive proposal.

24-Hour Scope Delivery
Mutual NDA Executed on Request
Direct: +91 81215 14692