Case Study: How an Enterprise Cloud Infrastructure Provider Expanded Market Share by Replacing AI Intent Guesswork with Human-Verified Custom Sourcing

The client realised that to convert intent into true demand, they needed to replace broad automated lists with high-precision, custom data sourcing. They partnered with Ascentrik Research to function as their agile data research extension, building custom demand generation pipelines from the ground up.

1. Re-Engineering the Ideal Customer Profile (ICP)

Ascentrik’s research team began by shifting the focus from high-level keyword surges to concrete, verifiable corporate triggers. We refined the client’s demand generation filters to isolate companies undergoing major infrastructure transitions:

• The Scale Trigger: Companies that had recently closed a fresh funding round or expanded their digital footprint, indicating an imminent need for infrastructure scaling.

• The Compliance Variable: Organisations operating in heavily regulated spaces (like fintech or healthtech) facing newly introduced regional data localisation mandates.

2. Triangulating Real Intent via Secondary Research

Instead of guessing intent based on background web traffic, Ascentrik’s full-time research analysts tracked active, public corporate indicators. Our teams monitored engineering job boards to see which target companies were actively recruiting for specialised cloud architects, audited localised technology patent applications, and reviewed public technical stack disclosures. This human-led approach allowed us to identify businesses facing active operational challenges that the client’s platform could solve.

3. Granular Infrastructure Mapping

To ensure the client’s sales messaging landed with maximum impact, our researchers manually mapped the specific cloud setups of each target account. We identified whether an organisation was running a single public cloud provider or a complex hybrid system. This deep technographic enrichment allowed the client’s marketing team to move past generic “Optimise Your Cloud” headlines and speak directly to the prospect’s actual setup.

4. Precision Mapping of the Core Buying Committee

With a highly accurate, intent-validated account list secured, Ascentrik mapped the internal buying committees. We bypassed general IT department listings to identify the precise executives with the operational mandate to sign off on major infrastructure investments. Our researchers manually sourced direct-dial corporate phone lines, corporate mobile numbers, and verified email addresses for hard-to-find roles such as Director of Cloud FinOps, VP of Infrastructure Engineering, and Head of DevOps Automation.