01
Advisory
Business diagnosis and AI solution design, delivered as an actionable blueprint.
- Best fit
- Companies getting started that need a roadmap
- What we provide
- AI diagnosis and solution design
- Commercial model
- Project / advisory fee
Kuse for Enterprise
Make Enterprise AI Operational
Kuse helps enterprise teams move from AI experiments to deployed workflows, with advisory, implementation, governance, and adoption support in one operating loop.
About the Kuse team
Three years deep in real AI workflows
The team has spent three years building production AI workflows across research, operations, sales, education, investment, and customer-facing processes.
500K+
Active users
1,000+
Teams
3 yrs
End-to-end delivery
170+
Countries and regions
$10M+
Product ARR
We know business
We start from real operations and target the highest-ROI use cases first.
We know AI
Our own product, plus three years of enterprise deployments in the field.
We deliver
Forward-deployed engineers turn the plan into results your team can rely on.
How we work
A four-step loop that turns AI into an organizational capability
From diagnosis to continuous optimization, a repeatable methodology for landing AI.
Step 01
Diagnose
Map the data and workflow. Lock in the highest-ROI entry point.
Step 02
Build workflows
We build the AI workflows and agents that fit your business, together with your team.
Step 03
Deploy on-site
Our FDEs work alongside your team to ship the workflow and drive adoption.
Step 04
Optimize
Track impact, iterate, and scale, until AI becomes a lasting capability.
Ways to partner
Four ways to partner
From advisory to equity, engagement deepens at each tier. Pick the right entry point for where you are.
02
FDE
Our engineers embed with your team and get the AI workflow running in production.
- Best fit
- Teams with a clear use case ready to ship
- What we provide
- Engineers embed and get the workflow running
- Commercial model
- Embedded / delivery fee
03
Revenue share
Skin in the game. We co-own the business outcome and get paid on results.
- Best fit
- Growth companies willing to tie to outcomes
- What we provide
- Deep involvement, co-owning the result
- Commercial model
- Share of results
04
Equity partnership
From vendor to long-term co-builder for category leaders ready for deep collaboration.
- Best fit
- Category leaders wanting a long-term build
- What we provide
- Long-term co-build across the whole line of business
- Commercial model
- Equity stake / JV
Case studies
Real work, in production
Enterprise-grade deployments across finance, tax, insurance, education, and growth. Customer names are shown where approved and anonymized otherwise.
How a K-12 Publisher Turned AI Experiments into a Managed Rollout for 600 People in 90 Days
Kuse rolled AI out to 600+ staff and teachers across Kang Hsuan's publishing units and three schools in 90 days, cutting repetitive work by 30-40%.
Read case studyHow an RIA Used AI to Keep Every Client Conversation Reflected in Salesforce
The Kuse team turned client calls, advisor meetings, and emails into accurate CRM records and follow-up tasks, without adding operations headcount.
Read case studyHow an AI Workflow Helped a Cross-Border Tax Advisory Reactivate Dormant Clients
The Kuse team surfaced dormant clients from the inbox, drafted founder-approved outreach, and reactivated relationships that closed a $200K deal.
Read case studyHow a corporate-gifting company turned customer screenshots into sourcing-ready briefs
The Kuse team turned screenshots and chat threads into costing-ready briefs and kept the CRM in sync as sourcing progressed.
Read case studyHow a digital-asset investment firm turned scattered context into daily execution
The Kuse team joined Gmail threads and Notion notes into reviewed follow-ups, prioritized action plans, and decision-ready briefs.
Read case studyMore proof
Already in production
Selected teams shipping with the Kuse team today.
t54 Labs
Team information sync, cross-tool coordination, and zero context loss.
Radio Italia
A multimodal content engine accelerating high-volume content digitization.
ITC Tax
Cross-border tax: second-call prep and dormant-lead conversion.
SpaCruzzi
Demo-call prep, sales conversations, and automated follow-up.
Amiata Co
Education consulting: static documents turned into interactive web tools.
Memory Creative
Creative operations: a unified research and proposal workflow.
Pro-Life Payments
Fintech: complex financial data turned instantly into visual content.
SimpliFi
Go-to-market execution and growth for an early-stage startup.
Trusted by institutions and clients worldwide
170+ countries. 500,000+ users delivering results faster with the Kuse team.
Kuse combines workflow discovery, deployed engineering, human review design, and adoption support so enterprise teams can move AI work into production instead of leaving it in pilots.
FAQ
Common questions about enterprise AI deployment
How does Kuse support enterprise AI deployment?
Kuse identifies high-value workflows, designs the operating model, builds production systems, and works with teams through deployment and adoption.
How does Kuse handle governance and human review?
Each workflow defines access, review, approval, and exception steps so teams stay responsible for sensitive outputs and final decisions.
Which systems can Kuse connect to?
Kuse can connect the email, document, chat, CRM, and workspace systems involved in the approved workflow and deployment scope.
How long does an enterprise AI rollout take?
Timing depends on workflow complexity, systems, governance, and adoption needs. Kuse starts with a defined use case and expands after the first workflow is operating.
Let's transform your business with AI
Start with a single diagnosis. Find your highest-ROI place to begin.