Proof of Usefulness Report

Tacilent.ai

Analysis completed on 1/24/2026

+68
Proof of Usefulness Score
You're In Business

Tacilent.ai is a verifiable, promising B2B risk intelligence startup founded by a former FBI Intelligence Analyst. The project has demonstrable merit, having won the TAG Invest Connect 2025 competition and being named a finalist for Venture Atlanta. However, the submission itself is of extremely poor quality, containing demonstrable falsehoods and exaggerations (claiming 'everyone' as the audience, 'most people' as users, and a team size of 125 when external data suggests ~12). The 'marketcap' likely refers to a valuation of ~$17M. While the technology (Risk-specific SLMs) and market timing are strong, the score is significantly penalized by the inaccurate and lazy data provided in the submission.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+2.0
Technical Innovation+12.75
Evidence Of Traction+12.0
Market Timing Relevance+9.5
Functional Completeness+0.25
Subtotal+59
Usefulness Multiplierx1.15
Final Score+68

Project Details

Project URL
tacilent.ai
Description
Clarity in Chaos. Predict Risk. Prevent Loss. Get Sh*t Done Faster. Traditional risk and strategy workflows failed with just dashboards, no real prediction or action. Tacilent changes that. We deliver clarity in chaos using proprietary, national security–grade intelligence, deep domain expertise, and a patent-pending predictive intelligence methodology with a cognitive AI approach. Our enterprise risk-specific small language model (SLM) powers actionable intelligence so you can act—not just react. Why choose Tacilent? Actionable AI: Stop monitoring, start moving. Maximized Returns: Predict threats and seize opportunities. Continuous Resilience: Stay ahead—never chase exposures months after they happen. Seamless Integration: Works with your current tools. Instant ROI: Day one results. Don’t just manage risk—predict it. With Tacilent, resilience is your advantage. Ready to end pointless reactive risk assessments? Get clarity in chaos.

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline