Stop Reinventing Startup Evaluation
Merlin transforms unstructured startup conversations into comparable digital twin profiles—so your innovation team can make evidence-based partnership decisions.
The Corporate Innovation Bottleneck
Your team wastes 200+ hours per quarter on this:
20+ startups send pitch decks
Every format different, every claim unverified
Custom evaluation for each one
No systematic comparison framework
6 months to select a partner
Most validation claims discovered false mid-POC
90% of POCs fail
Not because tech doesn't work, but because you picked partners with weak evidence
The problem isn't startup quality. It's information asymmetry. You can't systematically extract and compare validation evidence—so partner selection becomes based on pitch quality, not evidence quality.
Merlin Enterprise
Comparable Intelligence. Systematic Evaluation. Evidence-Based Decisions.
We interview the startups in your pipeline. You get structured digital twin profiles showing validation history, evidence quality, and deployment readiness—all in the same format.
Step 1
AI-Powered Interviews
Every startup in your pipeline completes a 30-minute structured interview. Our AI extracts intervention details, validation history, evidence quality, and resource requirements.
Step 2
Digital Twin Profiles
Each startup gets a structured profile mapping: theory of change, evidence timeline, deployment readiness score, and partnership requirements. Multiple projects per company profiled separately.
Step 3
Your Private Dashboard
Filter and compare across your entire pipeline. Search by validation confidence, evidence type, investment requirements. Make decisions based on comparable data, not pitch decks.
See It In Action
The Merlin Dashboard
Your Pipeline
15 Companies Profiled | 3 Stage 3+ Validated
HealthStream AI
Clinical Validation
BioSense Labs
University Study
MediTrack Pro
Pilot Results
WellnessCore
Internal Testing
VitalSigns Tech
Prototype
CareFlow Systems
Early Stage
Filter by evidence quality: Stage 1 (self-reported) through Stage 5 (globally scaled)
Compare validation history side-by-side across your entire pipeline
See resource requirements at a glance before committing to POCs
Your team sees comparable startup profiles, filterable by validation confidence. No more custom frameworks. No more 6-month diligence cycles.
See Your Pipeline in MerlinEarly Results
60% Faster Partner Selection. 3x Better Evidence Correlation.
Challenge
15 startups reached out over 6 months. Each required custom evaluation. Team spent 200+ hours on preliminary diligence with no systematic comparison framework.
Merlin Approach
All 15 completed 30-minute AI interviews. Digital twin profiles revealed: 3 had third-party validation, 8 had only internal pilots, 4 had no validation beyond working prototypes.
Results
Partner selected in 6 weeks vs 6 months (60% reduction). Post-POC validation: stronger evidence-to-deployment correlation than prior partnerships.
"Merlin gave us comparable intervention profiles—we could see which had real validation vs early prototypes. Cut our evaluation time by 60%."
From Chaos to Comparable Intelligence in 3 Steps
Send Us Your Pipeline
Forward us the startup emails, pitch decks, or meeting requests you're getting. We handle the intake process.
We Interview & Profile
Every startup completes our 30-minute AI interview. We extract validation history into structured digital twin profiles. You review draft profiles before they go live in your dashboard.
You Make Evidence-Based Decisions
Filter your pipeline by validation confidence. Compare startups side-by-side. Shortlist based on evidence quality, not pitch quality. Share profiles with stakeholders for alignment.
From "startup reaches out" to "you have comparable profile": 1 week
Merlin Enterprise Includes
Your Private Dashboard
- White-labeled portal (e.g., innovation.yourcompany.com)
- Unlimited startup profiles in your domain
- Filter by validation stage, evidence quality, resource fit
- Side-by-side comparison tools
- Stakeholder sharing & collaboration
- Quarterly refresh as startups progress
Startup Management
- Professional intake process (no more ad-hoc emails)
- Transparent expectation setting ("You're Stage 2, we validate Stage 3+ companies")
- Startup dashboard showing their status in your pipeline
- Automated updates when validation milestones happen
- Standard evaluation framework your team can trust
Plus: Priority access to 5x5 marketplace database (coming Q2 2025)
Pricing
Everything You Need to Succeed
Merlin Enterprise
Custom pricing tailored to your team's needs
- Up to 25 startup profiles annually
- White-labeled dashboard
- Quarterly profile updates
- Unlimited team seats
- Priority support
- Custom domain for your team
Flexible plans available including monthly pilots
Built For Corporate Innovation Teams Managing Active Pipelines
Health OEMs
Managing medtech, digital health, or wellness partnerships. Need to validate clinical claims and evidence quality before investing in POCs.
Insurance Innovators
Evaluating preventive health solutions, care coordination tools, or member engagement platforms. Need comparable evidence to assess risk.
Corporate Venture
Screening startup partnerships or investment opportunities. Need structured intelligence to compare validation quality across portfolio.
If your innovation team receives 10+ startup inquiries per quarter, Merlin eliminates the evaluation bottleneck.
About Merlin
Built for Corporate Innovation Teams
We understand the unique challenges of managing startup pipelines at scale. Merlin was created to bring structure, comparability, and confidence to corporate venture and innovation workflows.
Our Mission
To help corporate innovation teams make faster, more confident partnership decisions through standardized startup intelligence.
Who We Serve
Corporate venture teams, innovation labs, and R&D groups at Fortune 500 companies who need to evaluate dozens of startups efficiently.
Our Approach
We combine structured interview frameworks with AI-powered analysis to transform conversations into comparable, actionable startup profiles.
Frequently Asked Questions
Ready to Stop Wasting Time on Unstructured Startup Conversations?
Book a 30-minute demo. We'll show you what your pipeline looks like in Merlin—using 3-5 startups you're currently evaluating.
Book Your DemoSee Your Pipeline in Merlin
Book a 30-minute demo. We'll show you what your pipeline looks like in Merlin—using 3-5 startups you're currently evaluating.