Your On-Demand Team Embedded in Your Cloud, Focused on Your Outcomes
We operate production-grade machine learning for venture-backed startups and scale-ups worldwide. Choose the level of firepower you need, and scale up or down as your roadmap evolves.
Flexible Engagement Plans
1. Flex Starter
Who You Get
- Mid-level MLOps engineer (~40 hours/month)
- Shared across 2-3 clients (cost-effective 'slice' model)
What We Do
- Convert notebooks to version-controlled Docker images
- Set up CI for unit and data tests on every commit
- Deploy models to AWS, GCP, or Azure with health-check endpoints
- Weekly office hours to support your data science team
Commitment
- Rolling 3-month agreement
- Cancel or upgrade anytime
2. Growth Partner
Who You Get
- Dedicated mid-senior MLOps engineer (~80 hours/month)
What We Do
- Everything in Flex Starter, plus:
- Build reproducible pipelines (DVC, Kubeflow, or Flyte)
- Create Grafana dashboards (cost, latency, drift tracking)
- On-call support for next-business-day incident response
Commitment
- 6-month rolling contract
- Extend or pause with 30-day notice
3. Scale Leadership
Who You Get
- Full-time Lead MLOps Engineer or Architect (~160 hours/month)
What We Do
- Everything in Growth Partner, plus:
- Align MLOps roadmap with SRE and product teams
- Mentor internal engineers via pairing sessions and code reviews
Commitment
- 12-month service-level agreement
- Quarterly OKRs for accountability and alignment
4. Accelerator Squad
Who You Get
- A dedicated pod:
- Lead MLOps Engineer
- DevOps Engineer
- Data Engineer
- 24/7 support and coverage
What We Do
- Design and implement full ML platforms (or modernize legacy stacks)
- Round-the-clock monitoring & support with customizable SLA
- Deliver quarterly architecture reviews and cost-optimization roadmaps
Commitment
- 6- or 12-month engagement
- Renewable by quarter
How to Get Started
1
Discovery Call (30 mins)
Confirm goals, stack, and time zone overlap
2
Fixed Quote (within 48 hrs)
Valid for 30 days
3
Kick-off
Shared Slack channel, access checklist,
first demo in 2 weeks
first demo in 2 weeks
Your Data, Your Control
Data stays in your VPC
Every commit is logged
You retain full intellectual property

Let's turn your machine learning efforts into reliable,
measurable value without the hiring marathon.
Locations
6101 Bollinger Canyon Rd, San Ramon, CA 94583
18 Bartol Street Suite 130, San Francisco, CA 94133
Call Us +1 650.451.1499
Locations
6101 Bollinger Canyon Rd, San Ramon, CA 94583
18 Bartol Street Suite 130, San Francisco, CA 94133
Call Us +1 650.451.1499
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