From code to culture

Enterprise AI transition consulting that moves pilots to production

87% of enterprise AI pilots never reach production. The failure is structural, not technical. TokenShift gives EU mid-cap executive teams the architecture, governance, and ownership model that turns AI spend into measurable production outcomes.

Book a Decision Clarity sessionSee the method
4-6 weeks
To first board decision
87%
Board approval rate
4.2x
Average ROI within 12 months
12+
Enterprise programs delivered

Trusted by leaders in

Banking & Financial ServicesManufacturingTelecommunicationsEnergy & UtilitiesPharmaceuticalRetail & Distribution
EUR 2B+
AI investments audited
40+
Executive engagements

Four outcome commitments

One partner across the full AI transition

Architecture, governance, workforce, and ownership addressed as one operating system -- not separate workstreams.

4-6 weeks
EUR 75K-150K

Decision Clarity

Assess AI readiness, sponsor alignment, workforce impact, and governance risk. Deliver a board-ready roadmap with explicit owners.

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Ongoing
Included in engagements

Organizational Capability

Redesign roles, equip managers, and secure adoption accountability so production capability survives beyond the launch team.

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6-12 months
EUR 250K-750K

Production Commitment

Implement target architecture and redesign workflows so AI becomes part of day-to-day delivery, not a side experiment.

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12-24 months
EUR 750K-2M+

Compounding Returns

Run executive governance loops, optimization cycles, and value-tracking so the program keeps producing measurable outcomes.

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Explore the 4-decision method

Client Outcomes

Anonymized results from recent engagements

Decision Clarity

Industrial Group

A EUR 1.8B European industrial group had 7 AI pilots running without executive oversight. Within 6 weeks, the board approved a consolidated AI investment strategy.

6 weeks
Time to board decision
57%
Pilot portfolio reduction
2x
Budget for viable pilots
Production Commitment

Financial Services

A regulated financial services firm (EUR 3.2B revenue) spent 18 months in AI pilot mode with no production deployment. First AI workflow reached production in 14 weeks.

14 weeks
First production deployment
18 to 3
Month pilot-to-prod cycle
Compounding Returns

Energy Company

A mid-cap energy company (4,200 employees) saw adoption plateau at 12%. Governance framework with quarterly reviews moved adoption from 12% to 41%.

12% to 41%
AI adoption rate
2 quarters
Time to measurable ROI
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What executives say

After working with TokenShift

“
TokenShift gave us the owner map and risk view we needed to make a confident go/no-go decision. Within 6 weeks, we went from scattered pilots to a clear production path.
CFO, Industrial Group
EUR 1.2B revenue -- Manufacturing
“
We had governance on paper but no adoption. TokenShift redesigned our operating model so that managers actually owned the transition -- not just IT.
CHRO, Financial Services
EUR 800M revenue -- BFSI
“
TokenShift's Decision Clarity process gave us the board-ready framework we needed. We went from analysis paralysis to a clear go/no-go in 5 weeks.
VP Strategy, EUR 1.8B Industrial Group

FAQ

Questions boards ask before committing

The failure is rarely technical. It is structural: no named owner for the production workflow, no redesigned manager roles, no governance cadence that connects deployment speed to board-level accountability.
Engagements range from EUR 75K for a 4-6 week Decision Clarity session to EUR 2M+ for a 12-24 month Compounding Returns engagement. Most enterprises begin with Decision Clarity to produce a board-ready investment view before committing larger capital.
Without a structured approach, EU mid-caps typically spend 12-18 months in pilot mode. With Decision Clarity, that collapses to 4-6 weeks for the initial decision and 14-18 weeks for the first production deployment.
See all 7 questions

Start with Decision Clarity

A Decision Clarity session is the fastest way to move from internal debate to board-ready conviction. 4-6 weeks. Named owners. Clear go/no-go.

Book a Decision Clarity sessionRead the FAQ