Certified expertise. Embedded in your business.

Forward-Deployed
Engineering

The judgment to see what matters.
The expertise to build it.

Embed Qubika's certified Forward-Deployed Engineers in your team to turn high-value business workflows into working AI solutions. Deep expertise in Databricks, Anthropic Claude, and Gemini Enterprise. Ownership from discovery through production.

The Qubika difference

Certified in the platforms
your business depends on.

Our FDEs bring certified platform depth, hands-on engineering, and the backing of strategic technology partnerships. We match the expertise to your stack and the team to your business challenge.

Databricks

Build the foundation.
Put AI to work.

Connect governed data, production agents, and enterprise applications on the Databricks platform.

  • Lakehouse & data platform modernization
  • Unity Catalog governance & access
  • Agent Bricks, MLflow & AI engineering
Databricks Brickbuilder Partner Network — Gold

Databricks-certified specialists
Backed by Qubika's Gold partnership

Claude

Reimagine workflows
with Claude.

Build Claude-powered applications and agents, and embed AI throughout the software development lifecycle.

  • Claude Code & SDLC acceleration
  • Custom agents, tools & MCP integrations
  • Evaluation, guardrails & deployment
Claude Certified Architect badge

A Preferred Anthropic
Claude Partner

Gemini Enterprise

Bring enterprise AI
into daily operations.

Connect Gemini with your enterprise data and systems to build agents for the way your business works.

  • Gemini Enterprise agent development
  • Google Cloud data & AI integration
  • Enterprise workflow transformation
Gemini Enterprise

Gemini Enterprise & Google Cloud expertise
Certification aligned to specialization

Certifications are matched to each FDE's platform specialization. Teams can combine expertise across platforms.

Business judgment × technical judgment

Embedded in your team.
Accountable for the outcome.

A Qubika FDE is a senior, multidisciplinary engineer who works directly with your stakeholders to understand the workflow, decide where AI adds value, and deliver the solution across data, models, code, and enterprise systems.

Focus on the right problem

Prioritize workflows around business value, user needs, and measurable success criteria.

Connect strategy to execution

Keep business context with the people designing, building, and operating the solution.

Own quality through production

Build in evaluations, security, governance, observability, and cost control from the start.

Business judgmentWorkflows · Priorities · Value
Technical judgmentData · Architecture · AI
CERTIFIED. EMBEDDED. ACCOUNTABLE.

Qubika FDE

Senior engineering + end-to-end ownership

Databricks Anthropic Claude Gemini Enterprise
Working solutions. Measurable outcomes.Production performance · Adoption · Business value
From opportunity to operation

Ownership across
the entire AI lifecycle.

Your FDEs stay close to the business and the technology at every stage, carrying context forward as the solution evolves.

01

Discover

Map workflows, assess data readiness, and define the business outcome.

02

Architect

Choose the platform, design integrations, and establish security controls.

03

Build

Develop agents, applications, and data pipelines with reusable accelerators.

04

Evaluate & deploy

Test quality, safety, and reliability. Release with production controls.

05

Operate & evolve

Monitor performance, optimize cost, and improve with real user feedback.

Built into every stage Security & governance Evaluation & QA Observability Cost & performance
Client impact

Success stories of
Qubika FDEs in action

Discuss your use case
Media & entertainment

AI that takes the manual work out of ad orders.

FDEs certified in Databricks and Claude embedded with a media organization to automate reading ad orders, extracting channel and scheduling details, and matching them to the right products.

The outcomeA faster, more scalable ad operations process.
Veterinary care

From fragmented systems to an evaluated AI agent.

An embedded pod mapped the client's customer experience systems, then built and validated a Claude-powered triage agent to explore a safety-critical support workflow.

The outcomeDiscovery to an evaluated proof of concept in two weeks.
Consumer data & commerce

A data platform ready for real-time, AI-driven experiences.

Senior FDEs rebuilt a consumer data architecture burdened by seven years of technical debt, aligning the new platform with automated commerce and AI-driven marketing needs.

The outcomeA real-time, AI-ready foundation for consumer engagement.
The people behind the outcome

Three complementary roles.
One shared business outcome.

Qubika brings product leadership, architecture, and hands-on engineering together to connect business priorities with reliable production solutions.

Forward-DeployedProduct Manager

Frames the business case, maps the workflow, and keeps delivery focused on adoption and measurable value.

  • Prioritizes high-value use cases
  • Aligns stakeholders and success metrics
  • Owns adoption and workflow outcomes
Accountable forBusiness value & adoption

Forward-DeployedArchitect

Connects business requirements to the right architecture, with certified depth across data, models, and enterprise systems.

  • Owns platform and architecture decisions
  • Designs integrations and data foundations
  • Sets security and quality standards
Accountable forTechnical quality & reliability

Forward-DeployedEngineer

Builds across the stack, evaluates solution quality, and carries hands-on ownership through deployment and operation.

  • Builds agents, applications, and pipelines
  • Evaluates, tests, and releases solutions
  • Monitors and improves production performance
Accountable forDelivery & production performance
Qubika IP, built into delivery

Senior talent, backed by
proven Qubika accelerators

Our FDEs bring reusable frameworks, tools, and engineering patterns into every engagement, helping teams move faster while maintaining quality, security, and governance.

Software delivery

Qubika Agentic Framework

Adapts AI-assisted development to each project's stack, architecture, and conventions. Helps FDEs move from a defined requirement to implementation, testing, and a pull request ready for review.

Project context carried through delivery
AI agents on Databricks

QBricks

Accelerates how teams build, evaluate, deploy, and govern AI agents on Databricks, with orchestration, observability, and cost controls built into the agent lifecycle.

A reusable foundation for production agents
Data engineering

Data AI Development Kit

Gives AI coding assistants shared instructions, reference material, and Databricks engineering patterns, so FDEs build data workflows with consistent conventions and delivery standards.

Consistent engineering across data workflows
Data governance

Unity Catalog Setup Accelerator

Automates repeatable governance setup tasks on Databricks, helping teams establish Unity Catalog foundations with less manual configuration and consistent access-control practices.

Faster setup for governed data foundations

Certified platform expertise. Reusable engineering assets. Ownership from discovery through production.

Explore AccelerateAI
A closer look

What to expect
from Qubika FDEs.

Deep platform expertise, practical business context, and clear ownership.

What makes a Qubika FDE different?

Qubika FDEs are senior, multidisciplinary practitioners with at least five years of experience. They combine certified platform expertise with business and technical judgment, and take responsibility for a workflow from understanding the opportunity through production delivery.

Are FDEs certified in all three platforms?

Certifications align with each engineer's specialization. We match FDEs to your needs across Databricks, Anthropic Claude, and Gemini Enterprise, and combine platform expertise within a pod when the solution requires it.

Can FDEs work with our existing stack?

Yes. Our FDEs work across models, data, APIs, applications, and enterprise systems. Teams also use platform-agnostic tools such as LangGraph and open-source orchestration where they fit the solution.

How do FDEs collaborate with our team?

FDEs work directly with your business and engineering stakeholders. Our teams are typically nearshore and client-facing, maintaining close collaboration from workflow discovery through ongoing delivery and improvement.

How is success measured?

We define success around the workflow and business objective, then track adoption, evaluation quality, release outcomes, production performance, and cost. The measures are agreed as part of shaping the engagement.

Let's build what comes next

Your business challenge.
Our certified FDEs.

Tell us which workflow you want to transform. We'll help you define the opportunity and bring together the platform expertise and delivery team to move it forward.