DevSecOps & SRE Services - OpsTree Global
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DevSecOps & SRE Services

AI Engineering · Production-Grade

Ship Faster. Stay Compliant Stay Up. All Three.AI Outcomes. Not Two.

Most enterprises trade off speed for security, or speed for reliability. Modern DevSecOps doesn't accept that trade. OpsTree builds delivery systems where security is embedded, reliability is engineered in, and velocity isn't the casualty — it's the outcome.

Talk to a DevSecOps Architect → Get a DORA Maturity Assessment
200+
Enterprise brands served globally
10+
Years of engineering excellence
80%
MTTR reduction via REMS platform
5×
Faster time to market delivered
Having AI is no longer the advantage. Making it work in production is.

Most enterprise AI programs are stuck in the same pattern; promising pilots, polished demos, and innovation showcases that never translate into measurable business impact. The reason isn’t a lack of ambition or budget. It’s the absence of the engineering substrate that turns experimentation into outcomes.

OpsTree treats AI as a delivery discipline. Not a tooling exercise. We build the governance, the agentic pipelines, the production-grade observability, and the business intelligence layer that makes enterprise AI run reliably and pay for itself.

Our Expertise in Action

One AI strategy. Six integrated capabilities.

OpsTree's AI engineering capability is built as a system — not a service menu. Each layer is designed to enable the one above it, so your investment compounds instead of fragmenting.

01 — GOVERN
AI Center of Excellence
The foundation that makes every other capability possible. We build, operationalize, and run your AI CoE — embedding strategy, guardrails, and accountability that scale safely.
AI Strategy & Roadmap — Outcome-prioritized roadmaps aligned to business KPIs, not technology trends.
Model Risk & Governance Frameworks — Aligned to NIST AI RMF and EU AI Act readiness, with audit trails owned by your CoE.
Responsible AI Operations — Bias evaluation, drift monitoring, prompt governance, and incident response embedded from day one.
02 — BUILD
AI-Powered SDLC
Enterprise-grade adoption of developer copilots — governed, measured, and integrated into the way your engineering organization actually works.
Copilot Rollout at Scale — Gemini Code Assist, Claude, and GitHub Copilot deployed with security controls, IP protection, and usage telemetry.
AI-Native Engineering Workflows — Code review automation, test generation, documentation copilots, AI-assisted refactoring.
Engineering Productivity Measurement — Telemetry-driven velocity tracking, defect reduction analytics, developer experience benchmarks.
03 — DELIVER
Agentic DevSecOps
The next inflection in software delivery. Pipelines that don't just automate — they decide, adapt, and improve. Powered by BuildPiper, OpsTree's proprietary agentic delivery platform.
Agentic Delivery Pipelines — Risk-scored deployments, automated rollback orchestration, self-improving build optimization.
Security-Embedded CI/CD — Policy-as-code, vulnerability scanning, compliance enforcement at deploy time.
AWS AgentCore Integration — Multi-agent orchestration for complex deployment, testing, and release workflows.
04 — OPERATE
AI Observability & AIOps
Reactive monitoring is dead. Alert fatigue is killing engineering focus. We replace both with self-healing systems that escalate only when human judgment is genuinely needed.
REMS — AI Observability & Remediation — Sub-60-second root cause diagnosis, predictive alerting, autonomous remediation workflows.
Olly — Agentic AIOps — Business KPI observability, customer journey tracking, predictive anomaly detection.
Managed SRE Services — 24/7 reliability engineering across your platform, application, and data layers.
05 — DECIDE
Executive Intelligence AI
Your executives don't need next week's report. They need this minute's answer. Semantic intelligence over your enterprise data — governed, accurate, and trustworthy.
CXO Insight Dashboards — RAG-powered executive Q&A grounded in your real metrics, not generic LLM responses.
Generative BI — Conversational analytics over your data warehouse with full lineage and audit transparency.
Enterprise Semantic Search — Unified search across documents, data, and applications with role-based access controls.
06 — CREATE VALUE
Business Outcomes AI
The layer most enterprises never reach — because they haven't built the foundation. Domain-trained AI solutions tied directly to revenue, cost, and risk outcomes.
Customer 360 & Churn Prediction — Unified customer view with predictive intelligence and intervention triggers.
Fraud Detection & Intelligent Claims — AI-powered fraud detection with explainability and automated claims processing.
Demand Forecasting & Revenue Intelligence — Production-grade forecasting models tied to inventory, pricing, and supply chain.
Explore Create Value →
AWS Google Cloud Anthropic Azure Databrick Cast Software

Only 24% of enterprises report measurable business value from their AI investments.

The other 76% share three things in common — no governance foundation, no agentic delivery layer, no production-grade observability.

Our Platforms

Built in-house.
Deployed in production.

OpsTree isn't a consultancy that pivoted into AI. We've been building the engineering platforms that AI runs on — and they're the same platforms we deploy for our clients.

01
BuildPiper
Agentic Control Plane for Software Engineering & DevSecOps

The platform behind India's largest telecom's 5x time-to-market improvement. Agentic delivery, risk-scored deployments, self-healing pipelines, and CXO-grade engineering insights — all in one control plane.

↗ 5x reduction in Dev/QA/DevOps effort. 5x faster time to market. Airtel India.
02
REMS
AI Observability & Remediation Suite

Production observability re-engineered for the AI era. REMS reduces toil, compresses MTTR, and frees engineering focus by detecting, diagnosing, and remediating issues autonomously.

↗ 80% MTTR reduction. 70% fewer engineer interruptions. 10x engineering focus gain.
03
Olly
Agentic AIOps & Business Observability

Real-time visibility into the business KPIs and customer journeys that actually drive revenue. Olly catches a conversion drop in APAC at minute fifteen — not in next Monday's report.

↗ Insight time compressed from 1 week to 5 minutes across enterprise deployments.
GenAI Content Research Platform — United States

70% CPU Reduction. 50% Cost Optimization. 80% Drop in Malicious Traffic.

A scaling GenAI platform hit infrastructure ceilings while facing surging malicious traffic and runaway cloud costs. OpsTree re-engineered the architecture for AI workload scale, hardened security at the edge, and optimized cost across compute and data layers — with zero downtime cutover.

Read the full case → →
Global AI Proctoring Platform

10x Faster Time to Production. 90% Staging Cost Reduction.

Slow deployment cycles and expensive staging environments at a platform where millisecond reliability is non-negotiable. OpsTree deployed agentic delivery pipelines via BuildPiper — taking production microservices live in under 5 minutes with full cost transparency.

Read the full case → →
India's Largest Telecom Provider

5x Faster Time to Market Across 8,000+ Services.

Application delivery sprawl across thousands of services with no standardized blueprints. OpsTree delivered self-service onboarding, automated deployment workflows, and CXO-grade engineering insights — through BuildPiper.

Read the full case → →
Enterprise FinTech

27% AWS Cost Reduction. Zero Downtime.

Inefficient compute, storage, and database configurations were inflating cloud spend. OpsTree consolidated databases, optimized infrastructure with IaC, and eliminated unused resources — all without service interruption.

Read the full case → →
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Our Ecosystem

Partners &
Certifications

OpsTree's ecosystem isn't a logo wall. Each partnership represents a specific capability we bring to your engagement — frontier model access, AI-grade cloud architecture, code intelligence, or governed agent deployment.

10+ Years of Engineering ExcellenceAWS GenAI PartnerGemini Enterprise PartnerCAST Software PartnerAnthropic Authorized
AWS — Niche Modernisation & GenAI Partner: Certified for AI-grade cloud architecture, Bedrock deployments, and AWS AgentCore integration at scale.
Google Cloud — Gemini Enterprise Partner: Direct access to Gemini Code Assist and Gemini Enterprise with governance and IP-protection controls built in.
Anthropic — Claude for Enterprise: Production deployment of Claude-powered agents with safety guardrails, model risk evaluation, and data isolation.
CAST Software — AI-guided code intelligence and application portfolio analysis for evidence-based modernization decisions.
OpenAI · Microsoft Azure · Databricks — Cross-cloud delivery flexibility with deep tooling expertise across the foundation model and data platform ecosystem.
Our Thinking

Hard problems.
Direct perspectives.

View all insights →
WHITEPAPER
WHITEPAPER · 12 MIN READ

From RAG to Agents: The Architecture Shift Enterprise AI Programs Are Missing

Why retrieval-augmented generation is the floor, not the ceiling — and the engineering implications of moving to agentic systems in production.

Read the whitepaper→
02
WEBINARON-DEMAND
Governing AI Before the Regulators Do: NIST AI RMF and EU AI Act in Practice
→ 03
ARTICLE8 MIN READ
The 76% Problem: Why Most Enterprise AI Programs Show No Measurable ROI
→
FAQ

Questions
we hear most.

Direct answers from engineers solving these problems every day.

01
How is OpsTree different from a generic AI consulting firm?
02
How do you handle model risk, data privacy, and regulatory compliance?
03
We don't have a clean data foundation. Do we have to wait?
04
How long before we see measurable ROI?
05
Can we use our existing cloud provider, data warehouse, and tooling?
How is OpsTree different from a generic AI consulting firm?
We don't stop at strategy decks. As an AWS Niche Modernisation & GenAI Partner with a decade of engineering depth and three proprietary platforms in production (BuildPiper, REMS, Olly), we ship AI as production code — with the CI/CD, observability, and governance that make it audit-ready from day one. You get engineers who have deployed at scale, not slides that argue for it.
Have more questions?

Our engineering team is here to help. Browse our documentation for technical deep-dives, or get in touch to discuss your specific situation.

Documentation Get in Touch
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