01
Understand the context
Identify the problem, stakeholders, constraints and intended outcome.
AI GOVERNANCE + FORWARD DEPLOYED ENGINEERING
Build AI that is ready for the real world.
Useful AI needs governance, engineering and an understanding of people and organisations. Quintuple Academy builds AI Governance foundations, then applies them through Forward Deployed Engineering.
180+ hoursTwo stagesPractical learning
ProblemGoverned systemDeployment
THE FORWARD DEPLOYED ENGINEER
Engineering starts with the problem — not the technology.
A Forward Deployed Engineer, or FDE, works close to the people and organisations using a technology. The role connects engineering with the realities of a customer’s environment: workflows, systems, constraints and the outcomes they need to achieve.
Rather than stopping at a demonstration, an FDE helps translate a real problem into a solution that can be integrated, evaluated and used in context.
02
Build and integrate
Adapt technical capabilities to the systems and workflows around them.
03
Evaluate and improve
Examine performance, limitations and risks as the solution is used.
04
Communicate clearly
Explain decisions and trade-offs to technical and non-technical stakeholders.
The role brings engineering closer to the point where technology meets real-world responsibility.
FROM DEMONSTRATION TO DEPLOYMENT
The distance between “it works” and “it works here” matters.
An AI demonstration can show what technology might do. Deployment asks a harder set of questions:
Demonstration
01Does it fit the organisation’s actual workflow?
02Can answers be supported by reliable information?
03Who has access, and who is responsible?
04How will performance be evaluated and failures handled?
Deployment
These questions sit across engineering, operations and governance. Forward deployed work brings them together, so that a solution is considered in the environment where it must operate. The goal is not simply to build with AI. It is to build with an understanding of how AI will be used.
WHY AI GOVERNANCE IS STAGE 1
Responsible deployment begins before deployment.
When an AI system provides an answer, the important question is not only whether the answer sounds convincing. It is also whether the information is grounded, whether its sources can be examined, and whether the system behaves within the right boundaries.
The first stage introduces practical AI Governance through grounded retrieval, citation, evaluation, audit and access control. Learners work with these ideas in a functioning system rather than treating governance only as a policy discussion.
LAYER 01
Grounded information
LAYER 02
Citation and evaluation
LAYER 03
Access control and audit
That is why AI Governance is a prerequisite for Forward Deployed Engineering in this programme.
THE ROLE IN PRACTICE
A role shaped around real-world delivery.
Forward deployed engineering is used by technology companies to bring engineering closer to customers and their operational challenges. The exact responsibilities vary by organisation, but the common thread is understanding a real environment and applying technical expertise within it.
01 / EXAMPLE
OpenAI
OpenAI describes FDE work around deploying AI solutions in customer settings.
Explore an OpenAI FDE role ↗02 / EXAMPLE
Anthropic
Anthropic has listed Forward Deployed Engineer opportunities.
Explore Anthropic careers ↗03 / EXAMPLE
Palantir
Palantir describes its forward deployed engineers working on customer problems with other teams.
Read Palantir’s explanation ↗These examples illustrate the role; they do not imply endorsement, partnership or placement. Job listings and responsibilities may change.
THE TWO-STAGE PATHWAY
Governance first. Forward deployed engineering next.
The programme brings two connected disciplines into one learning pathway: first, understanding how to build and assess governed AI systems; then, applying engineering and delivery skills to real-world contexts.
STAGE 01
AI Governance
25 sessions · 75 hours · 3 blocks · 3 capstones
Develop a practical foundation in governed AI, including grounded retrieval, citation, evaluation, audit and access control. Assessment includes work on a running system.
STAGE 02
Forward Deployed Engineering
5 modules · Stage 1 required
Build on that foundation through engineering, applied AI, enterprise integration, evaluation and observability, and customer delivery.
Not available independently; Stage 1 must come first.
180+ hours · One connected learning pathway
HOW YOU LEARN
Learn the concepts. Apply them. Improve through assessment.
Quintuple Academy brings lessons, practical work and support together in a structured learning experience. Learners can progress through the material, apply concepts in assessments and capstones, and use feedback to strengthen their understanding.
01 / LEARNING SUPPORT
Lessons and voiceover
Lessons and lesson voiceover support study across the programme.
02 / LEARNING SUPPORT
Text tutor support
Text tutor support is available anytime.
03 / LEARNING SUPPORT
Scheduled Voice Mentor
Voice Mentor is available from 4:30–6:30 PM, Monday to Saturday, for scheduled voice support.
04 / LEARNING SUPPORT
Assessments and capstones
Practical assessments and capstones give learners opportunities to demonstrate and develop their understanding.
The programme develops capability through learning and practice. It does not promise instant expertise, employment or a particular business outcome.
THREE AUDIENCES. ONE GOVERNED FOUNDATION.
Start from where you are.
Students
Build foundations alongside college.
Develop a structured understanding of AI Governance and deployment while connecting your learning to practical work.
Planned schedule: five months, subject to pace and commitments.
Working professionals
Apply your experience to a new delivery challenge.
Bring your existing technical, operational or business experience to a pathway focused on governed AI and forward deployed engineering.
Planned schedule: 2.5 months, subject to pace and commitments.
Organisations
Develop capability across your team.
Give employees a shared foundation for considering AI governance, engineering and deployment together.
Planned cohort schedule: 45 training days, subject to pace and commitments.
All schedules are plans, not guaranteed completion times. The programme requires 180+ hours; a 45-training-day plan at four hours per day covers 180 hours, so additional time is needed for any hours beyond that baseline.
PROGRAMME PRICING
Choose the pathway that fits your goal.
Stage 1 — AI Governance
₹10,000
AI Governance foundation
Stage 2 — FDE component
₹15,000
Requires Stage 1; not sold independently
Combined programme bundle
₹17,500
Save ₹7,500 against the ₹25,000 component total
Stage 2 requires Stage 1 and cannot be purchased independently. Institutional cohort pricing is available on request.
YOUR NEXT STEP
Learn to build with responsibility — and deliver with context.
Explore the combined programme on Quintuple Academy, or request the brochure that matches your learning or organisational needs.