Apiday
7 d → 2 hprospect enrichment (-97%)
“Honestly, what used to take us a week now takes two hours. The first time, I re-read all of it twice - I didn't believe it.”
Co-founder · Apiday
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Measured results. They trust us.
We ship agents to production across consulting firms, IT services and scale-ups. Here are a few of them in detail, with figures validated by the clients: active adoption, time saved, volumes handled.
In the field
Our latest missions
Adeis RH
100%Dust adoption among pilot users
“In the morning we open it before we even open our inbox. The other tools? We just stopped touching them - it happened on its own.”
Partnerships · Adeis RH
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Applium
90%of staff active within 29 days
“A month in, I look at where we are and it floors me. What we'd been putting off for months is running in production.”
Director Support · Applium
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DataValue Strategy
~70%time saved on meeting notes — delivered same day
“On meeting notes we save nearly 70% of the writing time. And the client no longer waits a day or two: they get them immediately.”
Partner · DataValue Strategy
Read the full study Track record
Our wall of fame
Every deployment shipped to production, inducted into the wall once its results are validated by the client.
How Applium reached 90% AI adoption in 29 days.
Applium, a 130-person SAP consultancy, deployed Dust to augment its consultants and accelerate operational performance. With Idoption, they went from zero to 90% AI adoption in under a month — personalized AI agents for 70% of the team and direct integration into the SAP ecosystem.
0%
of staff active within 29 days
0%
equipped with personalized AI assistants
What we deployed
- RFP responses
- Personalized AI assistants
- Automatic meeting minutes
“There isn't a single important topic I work on today without AI. It's a real accelerator, a drastic change in the way I work.”
How Apiday went from 7 days to 2 hours to enrich its prospects.
Apiday, an ESG platform for private markets, rebuilt its sales operations around AI agents — from prospect enrichment to automated MEDDIC coaching. With Idoption, co-founder Charles Moury designed and deployed the agents himself, reaching 100% sales adoption in under two months.
7 d → 2 h
prospect enrichment (-97%)
0%
daily adoption by the sales team
What we deployed
- Sales Coach (MEDDIC scoring)
- Prospect enrichment
- Daily meeting digest
“We went from 7 days to 2 hours. That's pretty impressive.”
How Adeis RH powers SEO and recruitment across 5 brands with Dust.
Adeis RH, a 12-person multi-brand recruitment firm, replaced its fragmented AI tools with a unified Dust workspace to automate SEO production, job-description writing and sales-proposal preparation. With Idoption, they built targeted agents that lay the foundations for company-wide adoption.
0%
Dust adoption among pilot users
0
brands run from a single Dust workspace
What we deployed
- SEO content production
- SEO ranking tracking
- Job-description writing
“It lets me be more aligned with client expectations. I can go beyond a generic pitch and show up with relevant context.”
How DataValue Strategy delivers EPM projects 20% faster with Dust.
DataValue Strategy (DVS), a 42-consultant EPM consulting firm, deployed Dust across the full project lifecycle with Idoption's support — from a structured pilot to a company-wide rollout, with 100% of its 42-person team onboarding Dust as a mandatory tool in September 2026.
~70%
time saved on meeting notes — delivered same day
0%
of the 42-person team on Dust from September 2026
What we deployed
- Meeting notes
- Functional & technical design documents
- Training documentation
- Commercial proposals
“On meeting notes, I'd say we save nearly 70% of writing time using an agent. And there's also a quality dimension: the client doesn't wait one or two days for their notes — they can have them immediately.”
More studies are being consolidated, published once KPIs are validated by the client.
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