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Data & AI
Managed Services

Transform operations with engineering-led agentic AI.

Our engineering-led managed services and purpose-built agentic operations layer enable you to stabilize operations, optimize spend, and continuously evolve your data and AI estate. Humans and AI work together to turn maintenance into a strategic advantage.

  • Proven Results

80%+

Reduction in incidents

67%+

Autonomous ticket resolution via AI

79%

Reduction in mean time to resolve (MTTR)

THE CHALLENGE

  • Operations consume budgets that should fund innovation.

Avoid the Maintenance Trap

Many enterprises spend a large portion their data budget maintaining existing systems. We help you optimize resources with AI adoption and platform evolution. 

Address Operational Toil

Data and AI engineers spend their time running incidents instead of building. We use agent-driven remediation to take over the toil, so your specialists can focus on innovation instead.

From Reactive to Proactive Operations

Traditional managed services are reactive and only attempt fixes when breaks occur. We help you proactively optimize, continuously improve, and chart a clear path from operations to transformation.

Manage Mixed Ecosystem Complexity

Real enterprises run hybrid environments with legacy solutions and architecture alongside modern cloud platforms. Our expert-led solutions enable business to manage both sides. 

Operate AI the Right Way

Operational complexity arising from AI creates problems that conventional MLOps was never designed to handle. We build observability and governance in from day one, so new AI workloads scale without multiplying risk.

  • Our Capabilities

Empower your operations to fuel transformation.

01

Data & AI Reliability Engineering

Build production stability from the beginning with embedded SLOs and incident frameworks across your pipelines, data products and AI systems, enabling reliability and innovation to operate in parallel. 

02

Agentic Autonomy & Remediation

Unlock a multi-agent system that reasons, decides, acts and learns across your entire data and AI platform, so known failures resolve without human intervention and every incident makes the system smarter and more efficient.

03

Unified Observability

See everything before it becomes a problem with end-to-end visibility across pipelines, models, LLM outputs and agent behavior, so anomalies are caught before they become business problems.

04

FinOps & Cost Optimization

Enable structural cost reduction through AI-powered operations and utilize automated workload optimization, rightsizing, token economics and waste elimination to free budget for innovation.

05

Continuous Transformation

Eliminate technical debt, upgrade platforms and integrate new capabilities into the operations lifecycle to ensure it is not just a vehicle for maintenance, but an avenue for continuous improvement.

01

Data & AI Reliability Engineering

Build production stability from the beginning with embedded SLOs and incident frameworks across your pipelines, data products and AI systems, enabling reliability and innovation to operate in parallel. 

02

Agentic Autonomy & Remediation

Unlock a multi-agent system that reasons, decides, acts and learns across your entire data and AI platform, so known failures resolve without human intervention and every incident makes the system smarter and more efficient.

03

Unified Observability

See everything before it becomes a problem with end-to-end visibility across pipelines, models, LLM outputs and agent behavior, so anomalies are caught before they become business problems.

04

FinOps & Cost Optimization

Enable structural cost reduction through AI-powered operations and utilize automated workload optimization, rightsizing, token economics and waste elimination to free budget for innovation.

05

Continuous Transformation

Eliminate technical debt, upgrade platforms and integrate new capabilities into the operations lifecycle to ensure it is not just a vehicle for maintenance, but an avenue for continuous improvement.

01 / 05
  • How We Work with You

ASSESS

Data & AI Operations Assessment

We evaluate your current data and AI operations landscape to identify transformation opportunities, map technical debt, build a business case for agentic transformation and define the target operating state.

4–6 weeks

BUILD

Transition & Optimize

A structured takeover of data and AI operations begins with immediate automation of high-impact failure patterns, followed by progressive deployment of agentic workflows across data and model operations — delivering measurable efficiency gains from month one.

3–6 months transition

OPTIMIZE

Operate & Transform

We run data and AI operations as a continuously learning system. Every incident resolved compounds into faster detection, smarter automation and lower operational cost over time, freeing engineering teams to focus on innovation and new capability builds.

12–36-month contracts

What Sets Our Managed Services Practice Apart


Human-AI Resiliency

We develop systems that let humans and agents operate as one team so operations can be delivered at scale without sacrificing quality. 

Engineers Who Operate

We build and run our platforms with the same engineering teams for the same accountability, ensuring no handoff gap between delivery and operations.

Full Ecosystem Coverage

With deep engineering expertise in both legacy and modern systems, we manage your real environment, not just the modern side.

Operations That Transform

We believe operations isn't a cost center; it's a transformation engine. Every optimization frees budget for innovation and every operations insight informs the next build, enabling continuous transformation.

  • Explore the Other Offerings

GET IN TOUCH

Ready to evolve your data and AI operations from cost centers to strategic assets?

Let's assess your operations and build an agentic roadmap.