Data platforms · Analytics · Conversational AI

Build the platform. Then just ask.

BMD Data Labs helps businesses design, build, and deploy modern data platforms — then layers both traditional analytics and conversational AI on top, so anyone can ask questions of their data in plain language.

pipeline.yamllive
01
Ingest
APIs · CDC · files · streams
02
Model
dbt · warehouse · contracts
03
Serve
dashboards · ML · reverse ETL
2.1B+
rows processed daily
99.95%
pipeline uptime
40+
data teams shipped
<15min
median data freshness
Capabilities

From platform to plain-language answers

We build the foundation and stay to support it — pairing hands-on development with expert guidance so your data works for everyone, whether they write SQL or just ask.

Data platform build & deploy

We design, build, and deploy end-to-end data platforms — ingestion, warehousing, and transformation — on the cloud stack that fits your business.

WarehousePipelinesCloudDeploy

Expert guidance

Strategy and architecture from engineers who have done it before. We help you make the right platform, tooling, and modeling decisions the first time.

ArchitectureStrategyAdvisory

Traditional analytics

Trusted metric layers, dashboards, and reporting. One shared definition of your KPIs so every team works from the same numbers.

BIDashboardsSemantic layer

Conversational analytics

A natural-language layer on top of your data — your team asks questions in plain English and gets trustworthy, governed answers back instantly.

Natural languageLLMSelf-serve
Method

A predictable path to a platform

No six-month reorg. We work in tight increments — guidance and development side by side — so you see trustworthy data early and keep it that way.

  1. 01

    Audit

    We map your sources, tooling, and the decisions data should drive — then find what is broken, slow, or untrusted.

  2. 02

    Architect

    A pragmatic blueprint for pipelines, warehouse, and modeling that fits your stack and budget, not a vendor pitch.

  3. 03

    Build & deploy

    Hands-on development support to ship and deploy the platform in short cycles — with traditional analytics and dashboards on top from day one.

  4. 04

    Converse & support

    We add a conversational layer so anyone can query data in plain language, then stay on for guidance and managed support as you scale.

Ready to build a platform you can talk to?

Tell us where your data stands today. We'll come back with a concrete first step toward a platform with analytics and conversational access built in — usually within two business days.