Ship Machine-Learning Faster & Spend 30% Less on Cloud.

A fully-remote, India-based MLOps squad that embeds in your stack within days and bills only for outcomes.

Book a Free 15-Minute Discovery Call

Buy a Quick-Win Pack

The Pain You're

Probably

Feeling

Your

model stuck in staging

Releases Crawl

A model that "works in the notebook" never makes it past staging.

Cloud Bills Explode

Nightly training runs eat budget while no dashboard rings an alarm.

Accuracy Drifts Silently

Months pass before anyone notices the model's hitting the wrong target.

Hiring Is Stalled

Senior MLOps resumes are rare and expensive, yet the board wants results now.

What Is MLOps?

With MLOps your data-science work lands in production safely, iterates quickly, and keeps delivering value.

Repeatable Builds Of Code, Data and Models

Automated Testing So a Bad Dataset Never Sneaks Into Prod

Version Control For Features And Weights

Monitored Endpoints That Auto-scale And Self-heal

Why Outsource MLOps?

Talent Scarcity

•Median time-to-hire for a senior MLOps engineer in the US: four months.
•We start next week, already battle-tested on multiple stacks.

Elastic Demand

•Workloads spike right after fundraising, then settle.
•Retainers flex; full-time salaries don't.

Tooling Maze

•Kubeflow, Flyte, MLflow, Feast, Evidently… every quarter a new logo appears.
•We absorb the learning curve so your team can focus on the science.

Opportunity Cost

•Every engineer debugging YAML is an engineer not improving your model.
•We industrialise the pipeline; you chase the next breakthrough.

Our Promise

Less risk, more momentum—exactly what a fast-moving company needs.

Outcome-First Billing

Our success is tied to your savings and goals.

Real-Time Collaboration at ~70% lower cost

A guaranteed four-hour overlap with your US-Pacific or EU workday for stand-ups, reviews, and decisions; async updates keep momentum rolling the rest of the day, all at ~70% lower cost than on-shore.

Your Code, Your Cloud

Work happens inside your repos and VPC. IP, data, and access keys stay where they belong—with you.

Open-Source by Default

We build on battle-tested OSS stacks and upstream generic improvements, so you're free from proprietary lock-in.

Full-Signal Transparency

Shared Slack channels, weekly demos, and a living run-book give you line-of-sight into every commit and ticket—no black boxes.

Audit-Ready Security

Certified delivery centre, signed DPAs, US-law contracts, and insured cyber coverage remove compliance guesswork.

Turnkey Kick-Off

Lightweight onboarding and a start date measured in days, not quarters, so value lands while competitors are still negotiating.

Flexible to the Core

Begin with a micro pack, expand to a retainer, pause when priorities shift—no long-term handcuffs.

Proven Track Record

Dozens of live ML platforms across FinTech, HealthTech, and SaaS; references available on request.

Engagement Flow

Intake Form

Stack, pain points, and desired SLA (2 mins).

Discovery Call

30-minute session to confirm goals and constraints.

Fixed Quote

Delivered in 48 hours, valid for 30 days.

Project Kickoff

Slack setup + onboarding checklist within a week.

Build Demo

Weekly walkthroughs, clear backlog, no surprises.

Final Handover

Docs, run-books, and 30-day optional support.

Scale Growth

Most upgrade to retainers within 90 days.

Trust & Data Safety

you enjoy India's cost advantage without accepting a different security or legal standard.

Your VPC, Not Ours

Work runs inside your cloud account through SSO; data never leaves your tenancy.

Device & Identity Controls

Disk encryption, endpoint detection & response, enforced MFA.

Immutable Audit Logs

Every kubectl, commit, and CI run streams into a log store you own.

US-Law Contracts & Insurance

California jurisdiction; USD 2 M professional-liability & cyber cover.

Background-Checked Engineers

Third-party verification + personal NDAs for every hire.

Zero-Politics Openness

Public Slack channels, weekly demos, and the option to sit in on daily stand-ups

Three Ways to

Engage

Dedicated Remote TalentDedicated Remote Talent

A high-calibre MLOps team on speed-dial.

Our rolling retainers drop seasoned engineers, architects, and SREs inside your cloud so you can scale features, not head-count. You keep the roadmap; we own the pipeline, uptime, and cost discipline—all at India-based rates with prime-time overlap.

See What's Inside

Quick-Win PacksQuick-Win Packs

Production breakthroughs in two–six weeks.

Pick a fixed-fee sprint—Model-to-Prod Jumpstart, CI/CD for ML, Feature Store Setup, and more. We land, solve a chunky problem, hand over code and run-books, then step back. No scope creep, no surprise invoices—just instant, demo-ready progress.

What You Get

Startup Micro PacksStartup Micro Packs

ML foundations that won't torch your runway.

Laser-focused mini-engagements like Nano-Deploy, Drift Snapshot, and Cost Slim-Down—remote, fast, scoped, with 30 days of Slack support. Ideal for that "we needed it yesterday" moment post first model.

View Details