EXMTechnologies

Data engineering and analytics

ETL/ELT, warehouses, and dashboards that people trust. We build pipelines and access patterns that scale from reporting to ML-ready data.

The process

How we work

  1. Step 1

    Clarify questions and sources

    We start from decisions you need to make, then trace back to data sources, ownership, and quality reality.

  2. Step 2

    Model and ingest

    We ingest reliably, handle schema change, and document lineage so downstream teams can reason about the numbers.

  3. Step 3

    Build the warehouse or lake

    We shape layers, marts, and access patterns that fit your performance and security posture.

  4. Step 4

    Quality and governance

    Tests, alerts, and policies so bad data is caught before it reaches leadership dashboards.

  5. Step 5

    Serve insights

    Dashboards, APIs, or exports with clear roles so the right people see the right metrics.

  6. Step 6

    Operate and evolve

    Runbooks, cost awareness, and iteration as new questions and sources appear.

Related services

Strategic advisory

Jobs to Be Done, product analytics, OKRs, and onboarding design. We bring focused execution discipline to teams that have never had it applied end to end.

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Application development

Custom business applications, integrations, and sustainment aligned to how agencies buy: firm fixed price, time and materials, and IDIQ task orders—plus the software licensing and maintenance patterns buyers expect.

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Web and mobile design

Interfaces, design systems, and content that meet users where they are—web, mobile, and kiosk—with accessibility and 508 compliance baked in, not bolted on.

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AI, machine learning, and data science

Model development, evaluation, and MLOps patterns that fit regulated environments: explainability, access control, logging, and data pipelines that match how agencies buy analytics and R&D services.

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Next step

See what your systems are actually costing you

Every year you maintain a legacy stack is another year of compounding risk. When you are ready for a direct conversation about scope, compliance, and delivery, start with an assessment.

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