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.

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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

Repeatable Builds Of Code, Data and Models

Automated Testing So a Bad Dataset Never Sneaks Into Prod

Automated Testing So a Bad Dataset Never Sneaks Into Prod

Version Control For Features And Weights

Version Control For Features And Weights

Monitored Endpoints That Auto-scale And Self-heal

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).

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2

Discovery Call

30-minute session to confirm goals and constraints.

Fixed Quote

Delivered in 48 hours, valid for 30 days.

3
4

Project Kickoff

Slack setup + onboarding checklist within a week.

Build Demo

Weekly walkthroughs, clear backlog, no surprises.

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6

Final Handover

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

Scale Growth

Most upgrade to retainers within 90 days.

7

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 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 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 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.

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