Selected work · Delivery outcomes
Evidence from work we actually delivered.
Named clients are shown where disclosure is permitted. Other engagements are deliberately anonymised. We publish only the scope and results approved for public use.
−27% TTR
Governed NOC agents for faster incident resolution
Production NOC agents reduced repeatable incident resolution time by 27% while recording zero unauthorized execution in UAT and staging.
>90% automated
RFI response automation with human review intact
More than 90% of RFI responses were automated, moving turnaround from several days to a few hours without removing editing or audit history.
Seconds, not hours
Repair-order scoring with human-defined thresholds
Every repair order could be scored in seconds at 75–80% agreement, while costly billing decisions remained behind human-defined confidence thresholds.
~10% → ~20%
Voicebot recovery that doubled booking conversion
An unstable scheduling voicebot doubled booking conversion from roughly 10% to 20% while becoming faster, less token-heavy, and easier to monitor.
8 months → 6+
Embedded data scientists accelerated an NLP delivery
Five senior data scientists helped bring an eight-month NLP delivery down to just over six months and cleared inherited technical issues in about one month.
>95% accuracy
A retrainable email classifier shipped behind an API
A classifier exceeded 95% accuracy, integrated through an API within days, and shipped with documentation for retraining on future data.
Value from day one
Embedded data science delivery with production ownership
Embedded specialists onboarded quickly and delivered models, workflow pipelines, deployment support, and ongoing production ownership across several business areas.
>30% adoption
A permission-aware assistant across CRM and ERP data
The employee assistant reached more than 90% reported answer accuracy and more than 30% company-wide adoption across permissioned CRM and ERP data.
Run in-house
Marketing-mix modeling transferred in-house
A cross-functional pilot, training, and rollout blueprint left the organization able to run, explain, and extend marketing-mix modeling independently.
6-week roadmap
A six-week roadmap for a clinically grounded AI product
Several focused sessions converted clinical expertise and vendor distrust into a realistic product design, technical stack, cost range, and scalable roadmap.
Results reflect project measurements and/or client-reported outcomes available to Vahue. They have not been independently audited and should not be read as a guarantee of future performance.