Production-grade Mlops Services for teams in a hurry
MLOps platforms tailored to your stack — MLflow, Kubeflow, SageMaker, or Vertex AI.
What MLOps Consulting & Implementation looks like with us
Mlops Services from Engineer Master Labs means production-grade work, weekly transparent reporting, and a team that stays until the metrics move. Every engagement starts with a mutual NDA, a scoping conversation with a senior engineer, and a written proposal within one week. We bring production discipline: observability, runbooks, rollback plans, and documented handover to your team. Book a discovery call and we'll send back a scoped plan within one business day.
- 01Integrations with your existing systems (CRMs, ERPs, ticketing, data warehouses)
- 02Cost dashboards so you can see token/inference spend against ROI
- 03Re-training / prompt-tuning workflows documented for your team to own post-launch
- 04End-to-end automation: design, data pipelines, evaluation harness, deployment, observability
- 05Production SLAs — not a POC that collapses under real traffic
How teams use this
Add AI to an existing product feature without rebuilding the whole workflow
Stand up a greenfield automation that your internal team will own post-handover
Replace a manual process currently consuming 20+ hours/week of team time
100+ companiesquietlyrunonsystemswebuilt.
Common questions
What about hallucinations and accuracy?
Every production LLM feature ships with an evaluation harness and confidence thresholds. Low-confidence outputs route to human review. We quote accuracy numbers against labelled samples, not vibes.
Who owns the model and data after launch?
You do. All prompts, fine-tuned weights, training data, and evaluation sets are handed over. No vendor lock-in.
Who owns the IP?
You do. All code, documentation, model weights, and deliverables are assigned to you on payment. Our master service agreement spells this out explicitly.
Do you sign NDAs before a scoping call?
Yes — standard practice. We circulate a mutual NDA before any detailed conversation about your product, data, or roadmap.
Whatpeople who shipped with ussayafterwards.
You may also need
Telluswhatyouwanttoautomate.We'llreplyinonebusinessday.
Describe the problem, the constraint, the deadline. We'll send back a scoped plan and a senior engineer to kick it off — no sales theater.