Search Umbrella Logo

One Search. Every AI.
One Trusted Generative Answer.

Search Umbrella is an enterprise-grade Generative AI platform that makes AI reliable. We use a multi-LLM platform, RAG and our verification "Trust Score" to eliminate hallucinations, turning AI into a tool professionals can count on.

Applying to the AWS Generative AI Accelerator.

Why It Matters

The AI Trust Gap Costs Millions.

Enterprises are investing heavily in Generative AI, but stand-alone models are fundamentally unreliable. This isn't just an inconvenience; it's a direct threat to your ROI and operational integrity.

Catastrophic Operational Risk

Even one wrong answer from a generative model can trigger a cascade of failure: mispricing a deal, citing non-existent case law, or releasing incorrect public statements.

Blocked ROI & Stagnant Innovation

The risk is so high that GenAI is relegated to low-value tasks. Investments remain stuck in first gear, unable to touch core business processes.

The Hidden "Trust Tax"

Companies end up paying for the AI and then paying again for expensive experts to double-check its work, wiping out the efficiency gains.

~80%

Reduction in Hallucinations

~60%

Increase in Answer Accuracy

>95%

Task Accuracy in Beta Tests

Enterprises don’t need another productivity toy. They need an industrial-grade intelligence engine built on proof, provenance, and the elastic, secure compute of AWS.

Our Patent-Pending Method

How We Generate Verifiable Trust, Iteratively.

Our unique, multi-stage orchestration process isn't a one-time shot; it's an iterative loop that refines answers and builds a powerful data flywheel.

AI Persona & RAG

Grounds generative answers in trusted public sources (Case Law, PubMed) or securely connects to an enterprise's own private knowledge base for a 'Bring Your Own RAG' experience.

Orchestrate ANY Model

Deploy best-in-class models from Bedrock or empower enterprises to plug in their own proprietary models (BYOM), wrapping our trust layer around their existing AI investments.

AI-Powered Evaluation

Our proprietary Evaluator assigns a quantifiable "Trust Score" to every generated statement.

Synthesis & Verification

Creates a superior answer with a 30+ point accuracy increase and flags for human review.

Build Your 'Super Model'

Every verified answer from a customer's RAG creates a priceless, proprietary 'Trust Corpus,' enabling them to fine-tune existing models or build a hyper-accurate custom 'super model' that no one can replicate.

Our WOW

A Scalable Framework for Trusted AI.

Our model is proven in key verticals, with a clear roadmap for expansion into new multi-billion dollar markets. We nail the niches generic tools can't!

Umbrella Legal
Beta Validated

Verifiable answers for legal research, grounded in trusted public data.

Query: "Precedent for digital asset inheritance in NY?"
Answer with direct links for human-in-the-loop verification:95% Confidence Source: CaseLaw Access Project - NY (Verified)

Umbrella Medical
Beta Validated

Safe, reliable insights for medical research, restricted to peer-reviewed data.

Query: "Latest trial results for GLP-1 agonists?"
Multi-LLM consensus answer with direct source links:98% Confidence Source: PubMed Central (Verified)

Umbrella Finance
Expansion Target

Real-time regulatory and market insights for financial professionals.

Query: "Impact of new Basel III rules on regional banks?"
Synthesized analysis with citations:96% Confidence Source: FINRA Regulatory Notices (Verified)

Umbrella Agriculture
Expansion Target

Data-driven recommendations for precision agriculture and sustainability.

Query: "Optimal soil nitrogen for corn in drought?"
Data-driven recommendation with sources:97% Confidence Source: USDA NASS Database (Verified)
Our Production-Ready AWS Architecture

Engineered for Enterprise Scale & Security

Our platform's flexible architecture integrates with any major LLM via API, but is optimized for the security and scale of Amazon Bedrock.

User & Business Services

Secure identity management and integrated billing form the gateway to our platform.

Auth0 & Stripe
Core Application: Orchestration IP

Our Node.js application, containerized with Docker, runs on a scalable EKS cluster to manage the entire workflow.

Amazon EKS + Docker on EC2
AI & Model Layer

SageMaker powers our custom model development, while Bedrock provides secure, scalable access to foundational models.

Amazon SageMaker & Bedrock
Data & Storage Layer

Managed databases for application data and S3 for scalable RAG document storage.

Amazon DocumentDB & S3
Security & Foundation Layer

Built within a secure network with managed secrets, certificates, and operational monitoring.

VPC, Secrets Manager, ACM, Trusted Advisor
Product

An Enterprise Workflow for Verifiable Answers.

As seen in our product demo video, our platform transforms chaotic AI research into a simple, three-step workflow that delivers defensible results.

1. Select & Orchestrate

Users harness the collective intelligence of best-in-class models via AWS Bedrock, or even plug in their own proprietary models (BYOM) for ultimate flexibility.

Moves beyond a single point of failure.

2. Compare & Verify

Our platform provides a transparent, side-by-side analysis of every raw response, enabling human-in-the-loop oversight to instantly flag inconsistencies.

Eliminates the "black box" problem.

3. Synthesize & Defend

Our engine generates a single, synthesized output with a quantifiable "Trust Score" and direct, clickable citations to the source material.

Delivers proof, not just an opinion.
Key Metrics

Unprecedented Trust & Accuracy

By layering proprietary technologies, we simultaneously crush error rates and boost task accuracy. These metrics are the foundation for the enterprise adoption our AWS credit ask will unlock.

Hallucination Rates Cut 80%+

Single LLM Baseline
25%
+ RAG Enrichment
12%
+ Multi-LLM Ensemble
5%
Search Umbrella
< 2%

From 65% to 98% Task Accuracy

Baseline LLM
65%
+ RAG
+10%
+ Ensemble
+18%
Search Umbrella
+5%
Competitive Landscape

A New Category in a Crowded Market

While others focus on the consumer or provide raw tools, we are creating the enterprise standard for verifiable, generative AI.

Enterprise Grade
(Verifiable & Secure)
Consumer Grade

DIY RAG Solutions

  • High internal cost & complexity
  • Brittle and hard to scale

Search Umbrella

  • Low Hallucination & Verifiable
  • Turnkey, Secure & BYOM-Ready
  • Niche Subplatforms (Our Moat)

OpenAI / Anthropic APIs

  • Raw tools, no guardrails
  • Prone to hallucination
  • Requires heavy dev resources

Perplexity / Poe

  • Consumer focused
  • No enterprise security or BYOM
  • Lacks niche data grounding
Single Model / Raw Tools
Multi-Model Orchestration
Market Opportunity

The $110B GenAI Explosion—We're Aiming for the $5B Trust Layer.

The market is enormous, but its biggest problem is trust. We are perfectly positioned to capture the highest-value segment: enterprises that demand verifiable accuracy. We're riding the wave!

$110B
Total GenAI Market

Statista, 2025

Our Target Niches:

Legal Tech AI: $8B Market, desperate for citation-backed research tools.

Healthcare AI: $15B Market, where accuracy isn't just important—it's life or death.

RAG adoption is growing 300% YoY as enterprises seek solutions exactly like ours.

Business Model

Flexible Tiers for Every Professional.

Our model is built for explosive growth. We hook users with a powerful free tool and convert them to high-value enterprise tiers that unlock our true power.

Free

Free

  • 5 Queries / Day
  • Limited Foundational Models
  • Standard RAG

Advanced

$20/mo

  • 500 Credits (Queries)
  • All Foundational Models
  • Answer History

Pro

$50/mo

  • 1,500 Credits (Queries)
  • Access to Subplatforms
  • Priority Support

Enterprise

Custom

  • Unlimited Credits
  • Secure 'Bring Your Own RAG'
  • BYOM & Fine-Tuning
  • Dedicated Support & SLAs
Our Adventure

To $250k ARR and Beyond with AWS.

With the Accelerator's support, we have an aggressive but achievable plan to dominate this space.

  • Q4 2025: Ignite & LaunchComplete the accelerator, launch on AWS Marketplace, and deploy credits to scale the Legal & Medical Subplatforms.
  • Q1 2026: Customer ConquestConvert beta pipeline to paid pilots, targeting 50+ enterprise seats and $50k ARR.
  • Q2 2026: Marketplace DominationActivate the AWS Co-Sell program with powerful case studies to drive toward $250k ARR.
  • Q4 2026: Activate Agentic AIBegin prototyping our tools framework on AWS, evolving from a 'knowing' engine to a 'doing' engine that can take action on verified insights.
The Team

Vision & Execution: The Ideal Founder Pairing

Sean Hagarty Headshot

Sean Hagarty

Founder & CEO

A founder with a rare blend of technical leadership and commercial expertise, with 25 years of experience leading complex, data-critical enterprise projects and driving aggressive B2B sales growth. Sean provides the strategic vision and the relentless execution needed to conquer the enterprise market.

Key Experience:
  • Recovered $10M as Senior Technical Manager by identifying a critical data oversight in a multi-million dollar Medicaid billing system.
  • Grew a B2B sales portfolio by 280% month-over-month, securing the largest customers and contracts in company history.
  • Designed and developed high value engineering systems for tracking plastic injection molds in partnership with an engineering firm for a subsidiary of Johnson and Johnson.
  • Scaled a title/abstract research company (a business built on 100% verified data) by 10x, proving a deep understanding of trust-based information systems.
  • Served as Senior Technical Project Manager overseeing the design and implementation of statewide Medicaid data systems.
  • Serves on several for-profit and non-profit boards
Developer Avatar

David S.

Lead Architect

A 15-year, award-winning senior architect specializing in real-time, data-intensive web applications. David provides the elite architectural horsepower to build a secure, scalable, and intuitive platform from day one.

Key Experience:
  • President's & Chairman's Award Winner at A.O. Smith for engineering excellence and mobile application development.
  • Architected complex, interactive analytics dashboards and real-time data orchestration engines using Node.js & WebSockets.
  • Led the front-end transition of legacy enterprise software to a modern, high-performance single-page application.
  • Proven leadership, progressing from Senior Developer to Director of User Experience, guiding development teams and product strategy.
The Ask

Up to $1M to Ignite Our GenAI Revolution.

We're asking for a partnership with the AWS Generative AI Accelerator to pour fuel on the fire and build the next generation of trustworthy AI.

Our Strategic Ask

Up to $1,000,000

in Phased Credits & Strategic Support

45% for Our Custom 'Super Model': To capitalize on our 'Data Flywheel,' we will use SageMaker to train a groundbreaking model on the proprietary 'Trust Corpus' of verified data captured via customer RAG.

25% for RAG Scaling: Massively expand our Subplatform advantage and build out the secure connectors required for our 'Bring Your Own RAG' enterprise customers.

20% to Fine-Tune our Evaluator Model: Enhance our proprietary Trust Score algorithm, making our verification process even more robust.

10% for Core Infrastructure: Scale our EKS and Database infrastructure to onboard our first 1,000 enterprise customers seamlessly.

A Sincere Thank You.

I would like to sincerely thank you for taking the time to review my application and for the opportunity to present to you. I greatly look forward to working with the AWS team and have had such great responses and assistance already!

I'm incredibly grateful for your time and consideration.
- From Sean Hagarty, a bootstrapped Founder (not written by AI).