OpenAI 2026 hackathon

RiskPro

From risk registers to real-time resilience

Team of 3 · 1 likes · 0 comments

Archive position — measured, not model output

1 like on Devpost

506 of the 7,856 archived projects have more likes, and 1,758 share exactly 1 — so this project's #1,832 place in the like-ranked listing is a tie-break inside that group, not a ranking.

Projects (log scale)

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Likes on Devpost. ▲ marks this project's group.

Show the figures
LikesProjectsShare of archive
05,59271.2%
11,75822.4%
22853.6%
3–41321.7%
5–9751.0%
10+140.2%
Devpost like counts for all 7,856 archived projects, captured when this archive was built.

Executive Summary

What the company appears to be

RiskPro is an enterprise-wide operational risk management platform developed by Efiko Solutions. The description states it replaces fragmented spreadsheets with a governed platform for identifying, assessing, and tracking risks across departments, while enabling centralized oversight by the Chief Risk Officer (CRO). It supports the full risk lifecycle from identification to reporting.

What changed

The project was submitted as part of the OpenAI 2026 hackathon. The description indicates that it was built in a short timeframe using Laravel, Vue 3, and other technologies. No evidence suggests prior commercial deployment or traction beyond this submission.

Single most important open question

Is there any evidence of actual enterprise adoption, revenue, or customer feedback that would validate the platform's utility and viability as a commercial product?

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What The Product Actually Is

The description states that RiskPro is an enterprise-wide operational risk management and Risk and Control Self-Assessment (RCSA) platform. It is described as replacing fragmented spreadsheets with one governed system where:

  • Departments identify and assess risks.
  • Risk owners document controls, KRIs, incidents, and treatment actions.
  • Department heads track mitigation progress and submit attestations.
  • The CRO provides centralized oversight.
  • Executives, auditors, and board members receive role-appropriate dashboards.

It includes features such as:

  • Configurable risk categories
  • Inherent and residual risk scoring
  • Risk-appetite monitoring
  • Control assessments
  • Treatment actions tracking
  • Evidence management
  • Reporting tools (PDF, CSV, Excel exports)
  • Role-based access control

The platform uses a tenant isolation model with role-specific permissions.

Evidence

  • The author describes the product’s functionality in detail.
  • It is built using Laravel, Vue 3, Inertia.js, Tailwind CSS, MySQL, and other tools.
  • Features are listed explicitly, including heat maps, attestations, governance issues, and audit trails.

Inference The platform appears to be designed for mid-to-large enterprises managing operational risk through structured workflows rather than ad-hoc spreadsheets.

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Positioning & Claim Evolution

The description states that RiskPro was inspired by the need to make enterprise risk management continuous, collaborative, and defensible, replacing outdated spreadsheet-based practices.

It positions itself as a solution for organizations struggling with:

  • Outdated risk information
  • Manual consolidation efforts
  • Lack of accountability
  • Scattered supporting evidence
  • Inconsistent terminology and scoring methods

The guiding idea is:

“Risk should remain with the departments that understand it, while governance, methodology and enterprise oversight remain centralized under the CRO.”

This suggests a hybrid model where local ownership coexists with central governance.

Evidence

  • The author explicitly describes the inspiration behind the platform.
  • The positioning emphasizes collaboration, defensibility, and structured workflows over legacy tools.

Inference The product is positioned as a modernization tool for risk management, targeting enterprises that have not yet digitized their processes but are looking to improve governance and auditability.

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Target Customer & ICP

The description indicates that RiskPro targets enterprise organizations managing operational risk, particularly those using spreadsheets or disconnected systems. It is designed for:

  • Departments with risk ownership
  • Chief Risk Officers (CROs)
  • Internal auditors
  • Board members
  • Executives requiring decision-ready reports

It supports a wide range of roles including:

  • Platform Administrator
  • Risk Analyst
  • Division Head
  • Department Owner
  • Risk Champion
  • Action Owner
  • Executive
  • Internal Audit
  • Board Viewer

Evidence

  • The description lists the target user roles.
  • It highlights enterprise-wide visibility and departmental ownership.

Inference The ICP likely includes mid-to-large enterprises in regulated industries, such as finance, healthcare, or government, where operational risk governance is critical but currently fragmented.

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Business Model & Pricing Evidence

There is no evidence provided about the business model or pricing structure. The description does not mention:

  • Revenue streams
  • Subscription tiers
  • Licensing models
  • Customer acquisition costs
  • Unit economics

Evidence

  • No mention of monetization strategy.
  • No indication of whether it's a SaaS offering, on-premise, or freemium.

Inference The business model remains unknown. It could be B2B SaaS, but there is no evidence to confirm this.

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Technical & Delivery Signals

RiskPro was built using:

  • Backend: Laravel
  • Frontend: Vue 3 with TypeScript and Inertia.js
  • UI Framework: Tailwind CSS
  • Database: MySQL
  • Build Tools: Vite
  • Testing: PHPUnit, Playwright
  • Authentication: Multi-factor authentication (MFA), optional SSO support

It supports:

  • Role-based permissions
  • Tenant isolation
  • Mobile-responsive interfaces
  • Dark/light themes
  • Export formats (PDF, CSV, Excel)
  • Help center with role-specific documentation

Evidence

  • The author lists the tech stack and architecture.
  • Features like MFA, SSO, and export capabilities are mentioned.

Inference The technical approach suggests a modern web application, likely intended for deployment in enterprise environments. However, no evidence of production usage or scalability data is available.

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Traction & Maturity Signals

There is no evidence of:

  • Revenue
  • Customers
  • User base
  • Product-market fit
  • Growth metrics
  • Product iterations beyond this version

The project was submitted to a hackathon and is described as a single production web application built in a short time.

Evidence

  • The project was submitted to the OpenAI 2026 hackathon.
  • No mention of prior versions or usage outside of the hackathon context.

Inference This is an early-stage prototype or MVP, not yet validated in real-world enterprise settings.

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Competitive Context

The description does not provide any information about:

  • Competitors
  • Market size
  • Competitive positioning
  • Differentiation from existing platforms

It also does not reference similar tools or vendors in the operational risk management space.

Evidence

  • No competitive analysis or references to existing solutions.

Inference Without knowing the competitive landscape, it's impossible to assess how RiskPro might stand out or fit into the market. It may be a niche solution within a broader category of risk management software.

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Key Risks & Red Flags

Several key risks and red flags are present based on the self-reported description:

  1. No commercial traction or validation – The platform exists only as a hackathon submission.
  2. Unproven scalability – No evidence of performance, deployment, or infrastructure details beyond basic tech stack.
  3. Lack of monetization strategy – No indication of how the product will generate revenue.
  4. Limited user feedback – No mention of pilot users, beta testing, or customer interviews.
  5. Unclear governance model – While it supports role-based access, there is no evidence of how auditability and compliance are enforced in practice.
  6. No data on adoption rate or retention – The platform has not been tested in real-world conditions.

Evidence

  • All these points stem from the absence of any commercial or operational data.

Inference RiskPro is a conceptually sound idea but lacks validation and maturity for investment or partnership consideration.

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Diligence Questions To Ask The Founders

  1. What specific enterprise pain points did you observe that led to building this?
  2. Have you conducted any user research with actual CROs, risk analysts, or internal auditors?
  3. How do you plan to monetize the platform? Is there a pricing model in place?
  4. What is your roadmap for product development beyond the current version?
  5. Are there any early adopters or pilot customers currently using RiskPro?
  6. How do you handle data security and regulatory compliance (e.g., GDPR, SOX)?
  7. What are the main challenges in transitioning from spreadsheets to this platform?
  8. Can you describe how the platform integrates with existing enterprise systems (ERP, CRM, etc.)?

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Investment/Partnership Verdict

Not evidenced.

There is no evidence of:

  • Revenue
  • Customers
  • Product-market fit
  • Commercial traction
  • Scalability or infrastructure maturity

The project was submitted as a hackathon entry and is described as a single production application built in a short timeframe.

Confidence Level Low This is a conceptual prototype, not a validated product. It shows potential but lacks the commercial due-diligence signals required for investment or partnership consideration.

Verdict Summary

RiskPro is an idea with strong alignment to enterprise needs, but it has not yet demonstrated viability in real-world use cases. Further validation through pilots, customers, and revenue would be necessary before considering any strategic move.

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Source

Submitted to the OpenAI 2026 hackathon on Devpost. Project home on DevPost.

The analysis above was generated by a language model from the project's own one-line description. It is not independent research and contains no verified traction, revenue or customer data.