00/AI Product Development + Funding Advisory
We turn one high-value AI use case into a working alpha, then help you use the results to pursue grants, tax incentives, or internal investment.
01/From AI idea to investable evidence
Without a working product, it is difficult to prove value. Without proof, it is difficult to secure funding. Liminal Produkt closes that gap with two connected capabilities.
A
We scope and develop a focused AI product—an internal tool, customer-facing prototype, or automated workflow—designed to test a real business case.
B
We turn the product plan, technical work, and early results into a credible case for grants, tax incentives, business planning, or investment.
Need only one side? Engage us for the build or the funding work independently. When you need both, one team carries the context from product scope to submission.
02/Why teams work with us
01
Put a usable alpha in front of employees, customers, or decision-makers and learn what works before funding a full product.
02
Bring in a focused build partner without diverting your core engineering team or starting a lengthy recruitment cycle.
03
Capture the scope, technical rationale, development activity, and results as the work happens—not months later when an application or claim is due.
04
You receive the source code, documentation, and a clear recommendation for what to improve, productionize, transfer, or stop.
03/Services
Find the AI opportunity worth building.
We assess the business problem, user demand, available data, and technical feasibility—then define the smallest alpha that can prove value.
Best forTeams with several AI ideas but no clear priority or build brief.
Turn one use case into a working product.
We design and develop a fixed-scope alpha with the essential interface, AI logic, backend, data flow, and human controls needed for real-world testing.
Best forTeams that need working evidence before committing budget, hiring, or adding work to the product roadmap.
Turn a credible project into a fundable case.
We assess readiness, identify suitable pathways, and develop the technical narrative, commercial case, budget, documentation, and application.
Best forTeams pursuing grants, commercialization funding, tax incentives, or internal investment.
Build the product and the funding case together.
We align the alpha with a defined funding objective, capture the right evidence as we build, and carry that evidence into the application or investment case.
Best forTeams that need both product evidence and a practical route to finance the next stage.
04/Why the combined model works
Strong applications connect a credible opportunity to a practical plan and concrete evidence. Our combined model keeps those elements aligned.
01
The technical narrative reflects what was actually designed, built, and tested.
02
Relevant scope, milestones, metrics, and documentation are considered from the start.
03
The people explaining the product understand the decisions behind it.
This is not a guarantee of funding. It is a clearer product case, a better-supported submission, and a more useful basis for your next investment decision.
05/Product and funding experience
Our experience spans AI product development and the funding required to move promising work toward market. These examples show the range of problems we can help teams test, build, and finance.
Marketing Operations
Developed an AI product that turns campaign inputs into tailored promotional concepts and content, reducing the effort required to move from brief to usable creative.
Consumer Experience
Built an adaptive, AI-powered game in which the story responds to each player's choices—demonstrating dynamic content generation, interaction design, and persistent narrative logic.
Marketplace
Developed a marketplace model that captures what customers need and matches that intent with relevant service providers, creating a clearer route from demand to qualified supply.
RM5m+
Secured in grant funding
Research and commercialization funding won by connecting the technical case with a credible path to market.
60%
Less time to application
Funding applications shortened from five months to two by tightening the evidence, narrative, documentation, and decision workflow.
From alpha to funded next step. We combine product thinking, technical delivery, and funding strategy so teams can prove what matters—and make a stronger case for what comes next.
06/Process
We identify one important workflow where AI could remove friction, improve quality, or compress time. If funding is part of the plan, we assess the relevant pathway at this stage.
We agree on the questions the alpha should answer and the signals that matter: adoption, time saved, output quality, technical feasibility, willingness to pay, or budget confidence.
We develop the alpha within a fixed scope, including the essential interface, integrations, backend, data flow, and human review controls.
Where required, we translate the plan and results into a grant application, incentive claim, business plan, or investment narrative.
You receive the code, documentation, findings, and a recommendation: iterate, prepare for production, transfer to your team, pursue funding, or stop.
07/FAQ
08/Contact
Tell us whether you need a build, funding support, or both. We will reply with the most practical next step.
Discuss your projectlim@liminalprodukt.com/Kuala Lumpur