AX Day
From a non-developerto an AX championEveryone experiments through pair work
and builds practical AI capability.
Corca | AX Acceleration Consulting
Anyone can
adopt AI.
Not everyone can
transform an organization.
Solve real operational challenges,
build internal champions and a system for scale,
and experience Corca’s
eight-week AX program.
Request a consultationWhat Corca AX does
Corca AX changes
how organizations work.
AI tools can be bought from outside.
An AI-ready organization must be built from within.
Organizations that adopted AI but could not turn it into company-wide results
are transforming with Corca.
“When we began our ChatGPT Enterprise PoC,
everyone was finding their way—then we met Corca.
Together, we selected initiatives and developed AX champions.
Engagement rose dramatically,
and we established clear criteria for selecting champions.
We also learned how to use AI effectively,
reducing concerns about credit costs
while improving productivity.”
Kyowon Group — AI TF Lead
“AX is now spreading through the people who joined those sessions.
Experiencing “this is how it works”
and moving from 0 to 0.1 made an enormous difference.
Looking back six months later,
without Corca’s AX acceleration consulting,
Tyche’s AX transformation might still
not have progressed this far.”
Tyche Technologies — AX Product Manager
Corca AX has changed how our clients work.
Client testimonials are used with permission.
We changed ourselves first
Before advising clients,
we changed ourselves
and proved it first.
Experiment by experiment, AI-native tools became part of Corca’s daily work.
Culture and structure brought every employee into the change.
Corca AX shares that process and experience—not a fixed answer.
AX Sharing
From seminars to shared experienceNot a presentation by one or two champions,
but shared experiments that become company-wide learning.
AX Agents
From one-off experiments to workflowsOnboarding, expense approvals, anonymous surveys, and more
reduce repetitive work and support everyday operations.
Maeil Business Newspaper experienced Corca’s AX transformation
View coverageWhy AX slows down
Models alone don’t scale AX.
People, priorities,
and systems do.
Technology arrives before organizations are ready, but results begin only when the organization is prepared.
If adoption stays with a few individuals, the way the organization works does not change. Successful practices need a structure that repeats and spreads them.
into organizational execution.
AX Opportunity Diagnosis
Find the right business problems.The right technology and strategy depend on organizational capability and the nature of the problem. We collect AX opportunities and classify what to solve, how, by whom, and in what order.
Find the right business problems.
The right technology and strategy depend on organizational capability and the nature of the problem. We collect AX opportunities and classify what to solve, how, by whom, and in what order.
Help practitioners solve problems themselves.
We select future AX champion candidates, with Corca AX coaches working alongside them on real business problems in their actual environments to build lasting individual capability.
Redesign the organization for the AI era.
Fragmented context, uncertain security boundaries, and rapidly rising token costs are inevitable challenges. We adapt solutions to each organization’s culture and operating reality.
AX Opportunity Diagnosis
Strategy must fit
the organization
and the problem.
61average improvement opportunities per client
Corca AX reconsidered the solution-led approach from first principles
and created outcome-led paths to execution.
Traditional
solution-led approach
Most challenges from clients seeking ChatGPT Enterprise were framed only as requiring a custom solution build.
- 44solution builds required
- 9suitable for Enterprise
- 6not feasible
- 2suitable for feature PoC
Corca AX
outcome-led diagnosis and execution paths
Corca AX reviewed each organization’s opportunities
and reclassified them into six solution paths.
- 30solved with Codex skills and repeatable workflows
- 8better suited to traditional ML and algorithms
- 5addressed economically through LLM API integrations
- 7decomposed and reframed for the client’s technical maturity
- 7solved by developing client capabilities
- 4solved through policy and process rather than technology
so the organization can solve them.
Figures reflect Corca’s reclassification of client opportunities.
AX Champion Coaching
Problem experts
and AI experts
solve together.
Practitioners pair with Corca AX coaches on diagnosed opportunities,
combining the client’s tacit knowledge with Corca’s AI methods in one workspace.
They learn problem decomposition, AI application, and the AX mindset,
then create the first success their teams can reproduce.
Extract tacit knowledge
Turn intuitive judgmentinto explicit criteria.
Analyze cognitive work experts struggle to explain
and derive rules and examples.
Build through pairing
In the client environment,with client data,
build a solution that works.
Decompose real work—not sample exercises—
and deliver feasible outputs within actual constraints.
Impact that compounds
The first AX championcreates the next.
Participants bring the AX playbook and outputs back to their teams
and help colleagues change how they work.
AX Environment & Operating Model
AX champions need
the right environment and culture
to produce repeatable results.
We gathered challenges and lessons from many organizations.
Practitioners and executives face different concerns.
Proven practices exist,
but they must be adapted to each organization’s culture and context.
| AX bottleneck | What teams experience | Executive risk |
|---|---|---|
| Context connectionContext | Constant copy and paste | Organizational data goes unused |
| Access controlAccess | Blocked by account and access approvals | Permissions proliferate by individual |
| Operational controlControl | Unstable agent quality and cost | Audit and cost controls fail |
| Operating modelOperating model | Unclear boundaries and collaboration | Productivity gains do not become business value |
Context connectionContext
- What teams experience
- Constant copy and paste
- Executive risk
- Organizational data goes unused
Access controlAccess
- What teams experience
- Blocked by account and access approvals
- Executive risk
- Permissions proliferate by individual
Operational controlControl
- What teams experience
- Unstable agent quality and cost
- Executive risk
- Audit and cost controls fail
Operating modelOperating model
- What teams experience
- Unclear boundaries and collaboration
- Executive risk
- Productivity gains do not become business value
and the operating model with policy and culture.
The foundation of the AX environment
The technical bottleneck to enterprise AX
Data, Security, Cost
Ceal, Corca’s AX environment solution,
connects and governs every agent path to organizational data.
Personal CodexPersonal Claude CodeInternal agents
Slack · NotionGitHub · DriveInternal systems
- Each person must connect APIs and MCPs to every resource.
- There is no visibility into who accessed what and when.
- Repeated searches and context injection can increase token usage.
Personal CodexPersonal Claude CodeInternal agents
Ceal — Data, Security, CostOn-premisesSlack · NotionGitHub · DriveInternal systems
- One gateway makes every call visible and auditable.
- Team profiles separate permissions and block unauthorized access.
- Less duplicate search and unnecessary context reduces token waste.
Connect fragmented data. Keep an access trail. Reduce token waste.
Ceal runs on-premises in the client environment and accesses only approved paths.
Consulting packages
Diagnose, solve together,
and transform the organization.
AX Opportunity Diagnosis
- Guidance for collecting high-value AI transformation opportunities
- Classification and solution strategy matched to client capability
- AI application sessions and working discussions
- Follow-up session and project design with the client AX team
- Optional company- or team-wide training (priced separately)
AX Champion Coaching
- Select champion candidates and high-leverage early opportunities
- 1–2 PoC coaching sessions for HR and AX teams
- 4–6 coaching sessions for AX champions
- Build deliverables while solving real work
- Real-time online Q&A throughout the engagement
- AX playbook for team-level scaling
AX Environment & Operating Model
- Enterprise AX governance for data leakage and cost control
- Rewards, policy, and evaluation frameworks that accelerate adoption
- AX environment solutions including Ceal
- Custom solutions using Codex and the OpenAI API
- Transfer of Corca’s AI-native team, culture, and processes
- Training, Ceal, and ChatGPT Enterprise onboarding and contract costs are separate. Overlapping consulting scope is adjusted when solution and enterprise contracts run together.
- Final pricing depends on participants, business units, opportunity count, and onsite sessions.
OpenAI Select Partner
Corca was named an
OpenAI Select Partner in July 2026.
Corca works with OpenAI to help organizations accelerate AX.
Organizations that sign an OpenAI ChatGPT Enterprise agreement through Corca
receive coordinated benefits, including adjustments for overlapping consulting scope.
Our AX journey,
where should we
begin?
It is okay if things still feel unclear.
Tell us what is on your mind.
Corca AX will listen
and help you find the right starting point.
Not ready to make an inquiry yet?
AX Launch Talk
Honest conversations happen
more easily over lunch than in a meeting room.
Join Corca AX Lead Hwidong Bae for lunch
and share your organization's AX challenges.
No presentation needed—just bring what is on your mind.
