production AI, not slide decks
AI business process automation that ships across the functions that run your P&L.
Production AI for Sales, Marketing, HR, Operations and Customer Support. We took our own 200-engineer org to 85% sustained AI adoption first. Now we ship that playbook to you, role by role.
Sound Familiar?
Why 80% of AI investments fail.
We saw every one inside our own company before we fixed them.
Now we ship past them.
Cool AI, no ROI baseline
Chatbot launched. Copilot rolled out. Six months later: no baseline, no metric, no answer to "what's the impact?"
AI rollout, no quality gates
Tools deployed. No review process, no evals, no acceptance criteria. Teams feel faster — studies show output quality degrades.
Tools, not workflows
Buy AI licenses, skip the workflow redesign. Generic AI gets generic results. The process never changes.
Pilot purgatory
POC demos beautifully. No data integration, no production owner, no MLOps. Pilot ends, nothing ships.
Why Not Just Hire a Consultant?
Skip the slide deck.
Start shipping next week.
Phased engagement, not multi-month assessment cycles. Exit after any phase.
AdvantageWorks -
$5,000 flat
-
1 week sprint
-
Action plan + ROI projections
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Fractional team on retainer
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Phased engagements, exit after any phase
Ready to skip the slide deck?
Start with a $5K Discovery Sprint. 1 week to an action plan.
Services
Three ways to engage.
One clear path forward.
Start with a free 30-minute call, no pitch, just clarity. Go deep with a 1-week discovery sprint. Or bring in a full agentic delivery team. Exit after any phase.
AI Readiness Snapshot
Free30-minute call, no pitch
Find out where you stand, and if you even need us.
AI Transformation Discovery
$5,0001-week sprint, fixed price
One week from confusion to a costed roadmap.
Fractional Agentic Team
From $8K/momonth-to-month
A full AI team on retainer. Ships in 2–4 weeks.
Proof in Practice
Our Case Studies
Software services
Recruitment sourcing: 1 week → 1–2 hours per role
Software services
Recruitment sourcing: 1 week → 1–2 hours per role
Ascendix internal: candidate sourcing dropped from ~1 week to ~1–2 hours. ~500 ranked candidates/day per researcher, AI-qualified with weighted criteria. Built in ~4 months.
- Ascendix (internal)
- Software services
Software services
Spec-Driven Development with AI: 22 features in four months
Software services
Spec-Driven Development with AI: 22 features in four months
Ascendix internal: 22 features, ~1,300 hours, four months. Claude Code agents + EARS specs + reusable skills make AI-generated code architecturally consistent.
- Ascendix (internal)
- Software services
Software services
Sales Automation in six weeks: 1-hour prep → 10 minutes
Software services
Sales Automation in six weeks: 1-hour prep → 10 minutes
Ascendix internal: pre-call prep ~1 h → ~10 min, follow-up ~45 min → ~15 min. Native Microsoft Teams tab, Dynamics 365 + Microsoft Graph + Fireflies. Six weeks, six people.
- Ascendix (internal)
- Software services
Our Story
We ran the experiment on ourselves first.
Before offering this to clients, we transformed our own company and documented every result.
Ascendix Technologies
Enterprise Software · 200+ engineers
18-month internal transformation across 6 departments. Every workflow, metric, and lesson captured before bringing this to clients.
AI tools purchased. Adoption stalled at 8%.
- Copilot licenses sitting unused
- QA: 4h/sprint on manual test cases
- PMs: 90-min weekly status reports
- No way to measure AI impact
L0–L4 adoption ladder, role by role.
- Proof-of-work per team, not workshops
- 150+ workflows across 6 departments
- Quality gates on every AI output
- Dev, QA, BA, PM, SA, Sales covered
85% adoption in 18 months. Industry avg: 13%.
200+
Team Members Evaluated
85%
Internal Adoption Rate
150+
AI Workflows Shipped
6
Departments Transformed
Test case generation per sprint
81% faster
Discovery preparation time
81% faster
Weekly status reporting
83% faster
Full project delivery cycle
2x faster
85% adoption in 18 months. Industry avg: 13%.
Want similar results for your team?
Book a free callOur Framework
The AdvantageWorks
Operating System.
18 months of trial and error, documented. The system, not a slide deck.
A fractional AI-first team that climbs the ladder.
Role by role. Continuous improvement loop, not one-time workshops.
Workflows ship faster, with smaller teams.
From workflow design to live in days, not quarters.
Adoption that compounds, not decays.
Every workflow runs the ROI loop: Define → Apply → Measure → Scale → Retire.
Contact
Start a conversation.
Book a free 30-minute AI Readiness Pulse Check.
Or tell us about your AI goals. We'll find the right fit.
Email Inquiry
hello@advantageworks.comHeadquarters
Rua Daciano Baptista Marques, Nº 181
4400-617 Vila Nova de Gaia, Portugal