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ConsultingSmith Consulting Group

The datafoundation forenterprise AI

Smith Consulting Group takes enterprise data from strategy to production AI. Strategy · Data · AI.

Smith Consulting Group, established 2017

Smith Consulting Group LLC is a subsidiary of Smith Advanced Systems LLC. The lab researches intelligent systems. The consulting group delivers them inside the enterprise.

Legal name
Smith Consulting Group LLC
Parent
Smith Advanced Systems LLC
Established
2017

What we do

Six capabilities, from strategy to production AI

Strategy

Data and AI vision, business case and roadmap.

Master data

Entity resolution and golden records.

Governance

Ownership, policy and data quality that hold.

Integration

Pipelines and APIs across systems.

Architecture

Target platform design and build.

AI delivery

Models and agents on trusted data.
AI is only as trustworthy as the data it is built on. Fix the foundation first, and every model, report and decision that follows gets better.
Our point of view

How we work

Five steps take each data domain from discovery to scale

  1. Discover

    Profile the sources and agree what a customer is.

    Output: Data profile

  2. Design

    Set match rules, ownership and quality thresholds.

    Output: Target model

  3. Build

    Configure the golden record and the pipelines.

    Output: Working release

  4. Prove

    Test with business users and tune the rules.

    Output: Signed-off results

  5. Scale

    Repeat the pattern for the next domain.

    Output: Domain playbook

Prior field work

Salon Franchise Customer Identity

100M+

Records resolved

Before Smith Advanced Systems was founded, Smith Consulting Group, now its subsidiary, designed and implemented a centralized customer identity platform on Informatica IDMC for one of North America's largest franchise networks. The build resolved 100M+ customer records and put real-time API integration in front of thousands of locations. That work informs the systems we build today.

Read the case study

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