B2B growth and sales · Grounded-theory qualitative empirical study
Fully leveraging AI in B2B sales: Exploring sales managers’ capabilities and organizational knowledge processes
Pia Hautamäki, Minna Heikinheimo (2025). Journal of Business Research.
Plain-English take
The study links AI exploitation to three managerial capabilities: data-based human capital, social capital for a knowledge-sharing culture, and a transformative AI-positive mindset. These foster AI-integrated knowledge processes at individual, team, and organizational levels. For a founder, use this as a question to test in your own context, not a universal playbook.
How much weight to give this
3/5 Exploratory evidence; interpret cautiously
The 1–5 evidence-check score is a practical reading aid, not a formal peer review or a probability that a conclusion is true. It combines design strength (2 points), sample reporting (1), comparison/control clarity (1), and how much of the paper could be checked (1). Access affects how confidently this directory can assess a study, not the study's underlying quality. Blinding is reported separately because it is not relevant to every design.
Synthesis or analytical design addresses the question, but conclusions depend on included literature or model assumptions.
The reviewed source reports a sample or corpus size (32); size alone does not establish representativeness.
The comparison structure is limited or depends on the paper's model/context.
Only publisher abstract/metadata was retrieved; full methods and robustness could not be checked.
Double-blind? Blinding was not established from the captured source; it may not apply to this study design.
Research question
What the authors investigated
How do sales managers support B2B sales teams in adopting and exploiting AI through managerial capabilities and organizational knowledge processes?
Design
Grounded-theory approach based on interviews with top-level managers in B2B sales organizations; the publisher abstract reports the empirical framework but not interview protocol or coding details.
Sample and setting
32 top-level managers in B2B sales organizations; organizational/geographic composition is not specified in the publisher abstract.
Reported result
What the study found
The study links AI exploitation to three managerial capabilities: data-based human capital, social capital for a knowledge-sharing culture, and a transformative AI-positive mindset. These foster AI-integrated knowledge processes at individual, team, and organizational levels.
This is a paraphrase of the source. Check the original paper for definitions, estimates, statistical uncertainty and analysis details.
Scope and transfer
Limitations to keep in view
The publisher-accessible abstract does not report limitations, interview selection details, organizational composition, or transferability constraints; these require full-text editorial checking.
Possible founder application
Treat this as evidence for the specific b2b growth and sales question studied. Compare the setting and sample to your company before changing a growth decision; use a local experiment where the paper does not match your context.
Evidence access
Publisher abstract/metadata retrieved; full text not reviewed
Moderate-to-strong direct evidence: publisher DOI/ScienceDirect record verifies exact metadata, study type, interview N, and findings in the abstract; limitations and fuller design are not claimed because only abstract-level content was verified. Correction notices were not separately verified in this collection; consult the current publisher record before applying the findings.
If only an abstract or metadata was available, the profile is limited to claims supported there. A paper's paywall does not change its evidentiary status, but it limits what we can substantiate from accessible text.