Matchmaking that strengthens UK photonics leadership
The UK is losing its window of opportunity to lead the global photonics industry despite an already substantial £8.6bn domestic sector.
PhotonLink uses a specialized matching engine to connect photonics companies with the right academic partners, talent with opportunities, and UK entities with complementary international collaborators. Every match includes a 'leadership impact score' showing how the partnership helps close strategic gaps identified in national photonics reviews.
UK science policymakers, photonics company CEOs, and research institution leaders
Matching algorithm trained exclusively on successful UK photonics collaborations with built-in leadership impact scoring
professional and catalytic
Structured profiles that capture technical capabilities, strategic gaps, and collaboration history
Weekly personalized match recommendations with leadership impact scores
Templated outreach with NDAs and project scoping tools
Track all active and past matches with milestone reminders
Match PhD students, postdocs and specialists to photonics roles and projects
Curated library of previous successful UK collaborations with outcomes
Pre-event recommendations and meeting scheduling for major photonics events
Auto-generated one-pagers for funding applications
Visual map of UK photonics capabilities and gaps
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| profile_type | text | No |
| organization_id | uuid | Yes |
| impact_score | int | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| type | text | No |
| capabilities | text | Yes |
| strategic_gaps | text | Yes |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| from_user_id | uuid | No |
| to_user_id | uuid | No |
| impact_score | int | No |
| status | text | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| match_id | uuid | No |
| status | text | No |
| next_milestone | timestamp | Yes |
| outcome_notes | text | Yes |
Relationships:
/api/matchesGet personalized match recommendations
/api/matches/:id/requestSend collaboration request to matched party
/api/profilesUpdate detailed capability profile
/api/talentSearch talent marketplace with filters
2 matches per month
None
Custom
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 140 | 11% | $539 | $6,468 |
| Month 6 | 920 | 19% | $6,105 | $73,260 |
AI matchmaking purpose-built for the UK photonics ecosystem — with every connection scored for its contribution to national leadership.
Offer free Connector accounts to all members of the UK Quantum Technology Hub for Photonics for the first 60 days. Partner with the Scottish Optoelectronics Association and Midlands Photonics Cluster to run matchmaking events using the platform. Reach out to 15 research group leaders at key universities (Southampton, Glasgow, Cambridge) and offer to match their current grant challenges for free.
Huge network
Generic algorithm, no photonics or leadership impact context
Domain-specific matching engine trained on UK photonics success factors
Freelance scientist marketplace
Not focused on strategic long-term R&D partnerships or national strategy alignment
National leadership lens and full organizational matchmaking
Rich dataset of UK photonics capability profiles and partnership outcomes that makes the matching engine increasingly accurate over time
The UK National Photonics Strategy and Quantum Strategy both emphasize the need for better industry-academia alignment and strategic international partnerships to maintain competitive advantage.
Chicken-and-egg problem — not enough profiles for good matches
Seed platform with data from public sources and offer strong incentives for first 200 profiles
Matching quality not perceived as valuable
Use hybrid approach (embeddings + expert rules) and allow users to refine their own matching criteria
Success: At least 45 complete detailed profiles
Success: Minimum 22 successful introductions and 8 active partnerships started
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