Forge's impact is operational: more coverage, faster reviews, cleaner CRM data, and a feedback loop the firm can improve on.
Use case / Forge
From Fragmented Research to Fast, Consistent Top-of-Funnel Decisions/
A company review platform that consolidates intelligence from PitchBook, Harmonic, and Affinity into a single workflow, enabling sourcers to qualify prospects in minutes.
client type:
Venture Capital (Consumer & Technology)
geography:
United States
assets under management:
US$2.9B AUM
Solution category:
Sourcing Workflow Automation
primitives
Executive Summary/
A leading US venture capital firm had built a world-class sourcing engine, but the day-to-day review workflow still depended on manually stitching together context across multiple tools. Critical signals lived in PitchBook (fundraising), Harmonic (headcount and growth), and Affinity (internal notes and relationship context). That fragmentation slowed reviews, increased inconsistency, and caused promising prospects to be reviewed late or not at all.
Loop3 built Forge — a full-stack review platform that aggregates company intelligence into a single, fast UI and standardizes the decision workflow. Sourcers receive a weekly set of companies via Slack, review each in minutes using a streamlined decision interface, and Forge logs outcomes back to Affinity automatically.has anyone already talked to this person?
The result is a faster, more consistent top-of-funnel process with better coverage and a clear audit trail to improve sourcing over time.
key pain points
What wasn’t working/
Fragmented data across premium sources
Fundraising history, headcount growth, internal notes, and external links were spread across PitchBook, Harmonic, and Affinity. Reviewers had to stitch together the picture manually for every company.
Slow, high-friction review loop
A single review meant opening multiple tabs, searching each tool, and translating findings into a decision. That friction reduced throughput and made reviews feel like overhead.
Inconsistent evaluation standards across reviewers
Because context was scattered and the workflow was not standardized, different reviewers made decisions with different levels of information and different mental checklists.
Prospects reviewed late, or not at all
Without centralized visibility and a structured cadence, companies fell through the cracks or lost timing relevance before anyone looked at them.
No audit trail to improve sourcing over time
Decisions were hard to analyze systematically. The team couldn't see patterns in what got pursued vs. passed, or improve upstream sourcing inputs based on review feedback.
The Solution
Forge/
Loop3 built Forge as a full-stack platform designed specifically for rapid top-of-funnel qualification. The system consolidates company intelligence into one place and provides a consistent review workflow that logs decisions back into Affinity automatically. The most distinctive design choice: Forge is intentionally built for speed at the widest end of the funnel, not deep diligence. Every element — the UI, the decision options, the delivery cadence — optimizes for throughput and consistency.
Consolidated Company View
Forge presents core review context in one UI so a sourcer can decide quickly without tab-switching. The view includes PitchBook fundraising history, headcount growth charts with departmental breakout from Harmonic, internal Affinity notes, links to company website and LinkedIn, and Instagram feed when present. News coverage surfacing is on the roadmap.
Streamlined Decision Workflow
Forge offers four structured decision options: Reach Out (add to personal pipeline for follow-up), Track (interesting but revisit later — too early or raised too recently), Skip (not enough context or reviewer not qualified — re-pools the company), and Don't Pursue (clear pass, with structured reason capture). This standardization replaces ad hoc decision-making with a repeatable, auditable process.
Automated Weekly Assignment and Slack Delivery
Forge operationalizes cadence so reviews happen consistently. Sourcers receive a Slack DM every Wednesday with five companies to review. Reminders escalate until reviews are completed. The system ensures coverage without manual chasing or calendar management.
Affinity Sync and Interaction Tracking
Forge writes outcomes back to the CRM automatically. Review outcome, passing rationale (checkbox reasons plus optional text), and company record updates all land in Affinity lists and views. No double entry required.
Extensible Architecture for Upstream and Downstream Systems
Forge is the center of a broader system. Upstream, it accepts dealflow inputs: award winners, conference attendees, internal programs, and ML-based traction flags. Downstream, it enables weighted multi-review verdicts, outreach draft generation, and review analytics.
Business Impact
Outcomes that mattered/
One place to review companies
A single surface consolidates data from three premium sources into a workflow-ready view. The research scavenger hunt is eliminated.
Faster company evaluation
Streamlined UI and structured decisioning reduce time per review and increase weekly throughput across the sourcing team.
More consistent top-of-funnel decisions
Standard options and a shared workflow reduce reviewer variance. Every sourcer works with the same information and the same framework.
Better process control via automation
Slack delivery plus escalating reminders ensures reviews happen on a cadence. No manual chasing required.
Complete audit trail for optimization
Every decision is captured with structured rationale. The firm can analyze patterns, improve sourcing inputs, and calibrate reviewer judgment over time.
Direct Affinity sync eliminates double entry
Decisions and rationale land in the CRM automatically, keeping records current without extra manual work.
Powering the people that bet on the future
We partner with leading venture firms, those investing in the companies shaping tomorrow/
