Engineering services

Applied AI and software engineering, built to ship.

FX is an engineering services company. We design, build, deploy and operate AI and software systems — combining domain depth with senior engineering bandwidth, under long-term engagements.

What we do
Applied AI, product engineering, managed operations
How we work
Dedicated cross-functional pods
Engagement
Long-term, multi-quarter retainers
What we do

End-to-end engineering, under one roof.

We work as an extension of our clients' engineering organisations. Our teams take products from architecture through production — and stay on to monitor, iterate and improve them once they're live.

The work spans applied machine learning, full-stack product development, mobile, cloud infrastructure, quality engineering, and 24×7 operations. We don't ship code and disappear; we hold accountability for what runs.

01

Applied AI & Computer Vision

Model design, training, evaluation, MLOps and ongoing monitoring of ML systems in production.

02

Product Engineering

Backend, frontend, mobile, database, and cloud infrastructure — built, tested and deployed.

03

Quality Engineering

Manual and automated testing, performance benchmarking, and security verification across the stack.

04

Managed Operations & Support

Incident response, performance monitoring, business continuity, and on-call coverage as a service.

05

Integration & Compliance Advisory

Third-party integrations, regulatory and data-protection alignment for India operations.

See the full scope

Every engagement is shaped to fit. View the full service catalogue.

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Why FX

Senior engineering, accountable delivery.

  • Cross-functional from day one. AI engineers, software engineers, QA, and DevOps work in the same pod — not as siloed handoffs.
  • Production-grade, not prototype-grade. We treat models, services and pipelines as long-lived assets, with monitoring, alerting and runbooks from the start.
  • Compliance-aware by default. Our practices align with GST, DPDP Act, and ISO-style data segregation expectations — important for regulated client work.
  • Long engagements, low churn. We're built for multi-quarter and multi-year retainers, not staffing-shop placements.
2023
Year incorporated
5
Practice areas
24×7
Operations coverage
100%
In-house engineering
Industries we serve

Built for industries that operate at scale.

Our work concentrates in sectors where AI and software directly touch operations — vehicles being moved, claims being processed, fleets being scheduled, inventory being audited.

Sector

Automotive & Mobility

Logistics, finished-vehicle handling, leasing and rental operations.

Sector

Insurance & Financial Services

Claims automation, risk assessment, document intelligence.

Sector

Enterprise Software

B2B SaaS platforms requiring sustained engineering capacity.

Sector

Industrial Technology

Computer vision and automation for industrial operations.

Have a problem to solve? Start a conversation.

We respond to qualified enquiries within two working days. Initial scoping conversations are no-obligation.

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