Sourcing investors meant hours of manual LinkedIn research before a single email went out. Framworq built an always-on AI platform that finds, enriches and verifies the right investors and runs personalised outreach — continuously, and tracked on one dashboard.
A capital-raising firm was sourcing investors by hand — ~15 minutes of LinkedIn research per profile — before a single email went out. Framworq built an always-on AI platform that sources, enriches, verifies and reaches investors from one dashboard. Research dropped to 1 minute per profile (15× faster), one campaign run now replaces ~3 weeks of associate work, and outreach lands at 92% deliverability.
Hours of LinkedIn research per investor, scattered spreadsheets, and mail-merges that bounced.
One platform that finds, enriches, verifies and contacts the right investors per deal.
Research per profile fell from 15 minutes to 1 — so the team keeps pace with the whole market.
One campaign replaces ~3 weeks of associate work, at 92% deliverability — and it runs continuously.
Details are anonymised at the client’s request — the profile below reflects the real engagement.
Every raise started with the same slow grind — and the outreach that followed rarely reached the inbox.
Each investor took ~15 minutes to research on LinkedIn — a hard ceiling on how many a small team could reach.
Investors were reused across deals — but only by hand, flipping between sheets and checking back and forth, with no single source of truth.
Addresses were unverified, so a chunk of every send bounced — hurting deliverability and sender reputation.
Drafting a tailored email for each investor took too long — and sending them one by one took even longer — so outreach either stayed generic or stalled.
The team tracked who’d been contacted and their pipeline stage by hand — but had no view of deliverability, bounces or engagement.
More capital to raise meant more manual hours — the process simply didn’t scale with the pipeline.
Every hand-off was done by a person — and the last step was mostly hope.
We set the targets up front, so the build was measured against outcomes — not features.
Reach hundreds of relevant investors per deal, not the handful a manual team can manage.
Replace 15 minutes of manual reading per investor with automated enrichment.
Verify every address before sending so outreach reaches the inbox, not the bounce folder.
Tailor every message to the investor’s focus — without hand-writing each one.
A central investor database that’s reused and re-scored across every new raise.
Automate the busywork, but keep sending, approvals and edits with the team.
Framworq built a custom AI sourcing & outreach platform that sits between LinkedIn and the team’s inbox — discovering matching investors, enriching and scoring them, verifying emails, and running personalised campaigns.
It runs on tools the firm already trusted — orchestrated with n8n, enriched by AI, sent through Resend and verified with Hunter.io, with every investor stored in a reusable database. People stay in control of sending and approvals; the platform does the sourcing, research and tracking.
Every step below runs automatically — a person only steps in to approve and send.
Seven components working together — each one replacing a manual step.
Discovers investor profiles that match each deal’s sector, stage and geography — from a single brief.
Pulls from LinkedIn, company sites and the web to build sector focus, stage, mandate and an AI summary.
Scores and reasons about each investor’s fit for the active deal, so the team works the best matches first.
Every address is verified, with a finder as fallback — valid emails are flagged so bounces stay low.
Compose, schedule and send personalised campaigns — with merge tags, sender identities and attachments.
Live funnel — sourced, contacted, deliverability, bounce — with a timestamped activity feed.
Every profile is stored and re-scored for the next raise — the platform gets smarter with each deal.
Structured and iterative — the team used a working sourcing engine while the outreach module was still being built.
Mapped the manual sourcing and outreach flow, the deal criteria and the tools already in use.
Built the sourcing pipeline, the investor database and run history — the foundation.
Added campaigns, the email composer, scheduling, sender identities and status tracking.
Layered in deep enrichment, email verification and the unified sourcing + outreach dashboard.
The platform runs as coordinated multi-agent AI over the tools the firm already used — LinkedIn, Google Sheets and Gmail — with everything tracked on one live dashboard.
Specialised agents split the work — one sources, one enriches, one scores, one drafts — coordinating on every investor.
Investor profiles are discovered and enriched from LinkedIn, matched to each deal’s focus and stage.
Every investor and campaign lives in Google Sheets — a reusable single source of truth across deals.
Personalised outreach sends from the team’s own Gmail, tracked live on the sourcing & outreach dashboard.
“This platform reshaped how we raise. We reach the right investors at a scale and speed we couldn’t touch before — it’s quickly become one of the most valuable tools we have.”
The same building blocks can be assembled for your outreach and data workflows.
Personalised outreach, sequencing and follow-ups that scale with your pipeline.
Learn more →Connect LinkedIn, email providers, verification services and your data into one system.
Learn more →Live dashboards for sourcing, outreach and deliverability — in real time.
Learn more →Back-office workflows, approvals and record-keeping handled automatically.
Learn more →See the full range of AI automation we build across sourcing, outreach, operations and data.
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