MC-AI-DATA — DATA & AI STUDIO
We deploy and run the systems your data lives on.
Production Kafka clusters, Elasticsearch, observability and AI automation — fixed scope, named deliverables, and a support tier sized to your uptime needs.
- APACHE KAFKA
- ELASTICSEARCH
- OPENTELEMETRY
- KUBERNETES
- TERRAFORM
- AI AGENTS
01 — DEPLOYMENTS
Production systems, delivered as a product.
Four packs, one standard: at the end, your team owns the system.
Kafka Launch
A production-grade Kafka platform on your cloud, battle-tested and handed over to your team — in 3 weeks.
- Delivery
- KRaft · IaC · runbooks
- Timeline
- 2–4 wks
- Support
- 30 days incl.
Fixed quote in 48h
Get this pack →Elastic Launch
A secured, sized, observable Elasticsearch cluster — search or logs — production-ready in 3 weeks.
- Delivery
- ECK · ILM · snapshots
- Timeline
- 2–4 wks
- Support
- 30 days incl.
Fixed quote in 48h
Get this pack →Observability Launch
Logs, metrics and traces on up to 10 services — with dashboards and alerts your team actually uses.
- Delivery
- OTel · SLOs · dashboards
- Timeline
- 3–4 wks
- Support
- 30 days incl.
Fixed quote in 48h
Get this pack →AI Automation Launch
One high-ROI workflow, automated by an AI agent wired to your real systems — in production in 4 weeks.
- Delivery
- agent · evals · guardrails
- Timeline
- 3–5 wks
- Support
- 30 days incl.
Fixed quote in 48h
Get this pack →Every deployment includes 30 days of support — Care tiers extend it.
02 — EXPERTISE
The expertise behind every pack.
Real-time data & streaming
Power real-time products and event-driven systems — reliably, at controlled cost.
How we think about this →Observability & reliability
Know what your systems are doing — cut incidents, MTTR and monitoring cost.
How we think about this →Search & relevance
Help your users — and your AI — find the right thing. Search that converts.
How we think about this →AI automation & agents
Put AI to work — automate the workflows that drain your team.
How we think about this →03 — PRODUCTS
What we learn in production becomes product.
Kydra
Governed, permission-checked context for AI agents
A self-hosted control plane your AI agents query over MCP: permission-checked context, provenance on every answer, denials that fail closed.
Become a design partner →AgentDeck
Ship production AI agents on top of your own data
A toolkit to build, evaluate and deploy LLM agents wired to your streaming and search stack.
Get notified →Kydra grew out of the same Kafka and Elasticsearch work we deliver in the Launch packs.
04 — HOW WE DELIVER
Assess, deploy, run.
- FLASH AUDIT~1 WK
Audit
Five days to map what you have — 40-point scorecard, risks, costed plan.
- ~1 WK
Design
Architecture, sizing and the cost model — agreed before anything ships.
- LAUNCH2–4 WKS
Deploy
The pack, delivered: IaC, security, dashboards, runbooks, load and failover tests.
- CAREONGOING
Operate
30 days of support included, then a Care tier — response times in writing.
Your next system, live in weeks.
Pick a pack and get a fixed quote in 48 hours — or start with a 30-minute call.