A41 Network · relationship intelligence
Know who matters. And why.
An AI-driven relationship intelligence engine that enriches contact profiles, scores strategic fit, and manages outreach across ventures.
How it works
From raw contact to ready-for-outreach, in three steps
Import
Scan a business card, drop in a vCard or CSV, or paste a name and LinkedIn URL. Contacts land with provenance attached from the very first save.
Enrich & score
AI research fills in roles, companies, bios, and investor theses. A Double Check confirms each identity before it sticks. FitScore and ProjectScore grade strategic fit.
Prioritise outreach
Triage by priority, set the next action, and track status from Not started to Won — your pipeline stays sequenced across emails, calls, and notes, not scattered across inboxes.
Research
AI that writes your contact book for you
Research fills in roles, companies, bios, LinkedIn URLs, and investor theses from public sources. Each field carries a provenance tag — Original, AI suggested, Verified, or Unverified — so you can see at a glance which facts are confirmed and which still need review. Manual overrides pin a field; future AI runs never overwrite it, they store a pending suggestion you can accept or dismiss.
- Per-field provenance tags on every record
- Manual override pattern — AI never overwrites silently
- FitScore and ProjectScore distinguish practitioner vs brand expertise
Merone Miltz
OriginalFounder · A41 Network
Research
Last researched · 2d ago
FitScore · AI / Deep Tech
Import
Capture every contact, anywhere
Photograph a business card and OCR turns it into a clean contact record on the spot. Drop in a vCard or CSV to bring in hundreds or thousands at once — each one tagged with its source for full provenance. The same intake flow handles web, desktop, and mobile.
- Business card OCR with automated field extraction
- vCard and CSV bulk import with source tracking
- Manual entry reuses the same provenance model
OCR detected · review and save
Pipeline
See your network, run your outreach
Coverage and gap analysis shows which corners of your network are under-researched — then queues them for enrichment in a single click. An outreach pipeline triages every contact by priority, status, and next action, so you can run warm intros and cold pitches from the same surface without dropping either.
- Coverage bars by venture, role, and sector
- Outreach pipeline with priority + next action
- Bulk-queue enrichment for whole segments
Data quality
Trust your data — verified, deduped, and audited
Double Check confirms every AI identity. The Database Doctor finds duplicates, orphans, and malformed fields, then remediates non-destructively. Audit-trail entries are written on every score and field change, and chunked, self-verifying writes protect bulk operations even on thousands of records.
FAQ
Questions, answered
Ready to upgrade your network?
Bring in your contacts, let AI enrich and score them, then run your outreach like a pipeline — all in one place.