Professional Services Case Study
Ashfield Consulting
A generative AI integration rebuild that fixed inconsistent output quality.
-39%Turnaround Time
The Challenge
Where things stood before
Ashfield Consulting's biggest obstacle was a patchwork of manual processes that hadn't scaled with the business — something their team had tried to patch more than once without lasting success.
Their team suspected AI could help but weren't sure where to actually start.
The Solution
What we built
We started by getting a clear picture of exactly where things were breaking down before proposing anything.
The result was straightforward: a generative AI integration rebuild that fixed inconsistent output quality, built specifically around what Ashfield Consulting needed.
- Structured so Ashfield Consulting's own team could monitor and maintain it going forward
- Validated thoroughly before deployment to avoid production surprises
- Built using OpenAI API and LangChain for a stable, maintainable foundation
- Benchmarked against clear, agreed-upon success metrics from day one
Results
The impact, by the numbers
-39%
Turnaround Time
+25%
Accuracy
97.4%
Team Adoption
+52%
Client Satisfaction
Tech Stack
Built with
OpenAI APILangChainPythonVector DB
Wavelength Retail Group
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