AI Engineering Transformation
Production AI Systems
Deployed in Weeks
We embed with engineering teams to deploy AI agents, governance platforms, and intelligent automation on AWS — with measurable outcomes from day one.
Six engineering disciplines,
one embedded team
Coding Agent Harness Engineering
Deploy and govern Claude Code, Copilot, Cursor at scale. Session-to-PR attribution, EEI measurement frameworks, policy-as-code enforcement, and ROI dashboards.
Agentic Solutions
Multi-agent architectures on AWS Bedrock. Intent classification across 60+ categories, RAG pipelines, tool-use orchestration with compliance guardrails.
AI Security & Observability
Video liveness detection, anti-deepfake verification, model drift monitoring, and cost attribution. Real-time fraud prevention for regulated environments.
Voice AI
Low-latency voice companions, real-time speech synthesis, and personality engines. Production-grade streaming with natural multi-turn conversation.
Bedrock Agent Core
End-to-end agent infrastructure on AWS Bedrock. Knowledge bases, action groups, guardrails configuration, and production deployment pipelines.
Model Training & Hosting on SageMaker
Custom model training, fine-tuning, and inference hosting. From Gemma 4 deployments to RL pipelines — research to production with cost-optimized endpoints.
Shipped & Running at Scale
Highlights from production systems
A few of our engagements serving 100K+ users in production. Each built, deployed, and hardened by our team.
Agentic AI Chatbot
Multi-Agent on AWS Bedrock
Multi-agent chatbot replacing rule-based node-flow. Intent classification across 60+ categories in 8 languages including Hinglish. Deployed for a leading fintech serving 50M+ users.
Video Liveness Detection
Anti-Fraud Identity Verification
Anti-fraud liveness for PWA platform. Combating AI-generated video attacks on KYC with real-time deepfake detection. 99.2% accuracy, zero false accepts.
Voice AI Companion
Real-Time Streaming Voice Agent
Low-latency voice companion with personality engine and multi-turn memory. Production-grade streaming for a social entertainment platform serving 100K+ concurrent users.
AI Agent Governance & ISDLC
300+ Developer Team Enablement
End-to-end governance platform with ISDLC workshop delivery for a 300+ developer org. Session-to-PR attribution, EEI metrics, policy enforcement across Claude Code, Cursor, Copilot. 92% adoption in 6 weeks.
Why Avashya
Why teams choose us
We ship, not advise
Engineers who embed with your team and deploy production systems. No slide decks, no handoffs to juniors.
Measurable or free
Baseline and target on every engagement. If we can't prove ROI, we don't bill.
Production at scale
Every system we build is battle-tested at 100K+ traffic. We engineer for real load, not demo environments.
Platform-level access
AWS Advanced Tier + Claude Partner Network. Direct engineering relationships, not just certifications.
How We Work
Two weeks to production,
not quarters
We embed with your team. You get production systems, not proposals.
Discover & Architect
Audit current AI usage, workflows, infrastructure. Establish baseline. Design target state with concrete outcomes, cost model, and architecture decisions.
Zero engineering time required from you. You get a concrete plan by end of week — not a slide deck.
Ship
Deploy alongside your teams. Production configs, pipelines, dashboards, governance. We do the engineering.
White-glove delivery. Your engineers ship features, we ship AI infrastructure.
Prove
Continuous improvement from production data. Monthly ROI reviews. If we can't show value, we stop billing.
Measurable outcomes every month. No value, no invoice.
Customer Results
Measured outcomes, not promises
Leading Fintech — 50M+ Users
Challenge
Rule-based node-flow chatbot couldn't scale. 60+ intent categories across 8 languages needed. RBI compliance required. Previous system had 40% fallback rate.
Result
Multi-agent chatbot on AWS Bedrock with intent classification in 8 languages including Hinglish. 4 specialized agents with compliance guardrails. Deployed in production serving 50M+ users.
Fintech — 200 Engineers
Challenge
Spending on AI coding licenses with no visibility into adoption or ROI. 3 different tools across teams with no measurement or governance.
Result
Deployed governance platform with session-to-PR attribution, EEI metrics, cost tracking, and policy enforcement across Claude Code, Cursor, Copilot. 92% adoption in 6 weeks.
What Clients Say
Trusted by engineering leaders
“They didn't just set up the tools — they changed how our teams think about AI-assisted development. Adoption went from 30% to 92% in six weeks.”
VP Engineering
Leading Fintech, 200 engineers
“The multi-agent chatbot handles 60+ intents across 8 languages. Our previous rule-based system had a 40% fallback rate. Now it's under 5%.”
Head of Product
Fintech, 50M+ users
“Production-grade voice latency that feels instant. We thought that needed a massive infra team. Avashya shipped it in 4 weeks.”
CTO
Social Entertainment Platform
Stop paying for AI chaos.
Start shipping with governance.
30-minute call. We diagnose your highest-leverage AI opportunity and tell you exactly what we'd build — even if you don't hire us.
Or email us directly: hello@avashya.com