Today we’re reintroducing Forse as a platform where growth intelligence and automation meet. Forse gives protocol teams a single source of truth for growth, and an execution layer to act on it. Forse unifies onchain, offchain, and proprietary data into modular analytics that prove impact, and context‑engineered Agents that execute.
Insights is live, and Agents are in private beta. Book a call with our CEO to demo Forse.
Why growth intelligence
Web3 teams care about the same thing: grow the metric that matters, and win share. The label changes by ecosystem. TVL, active users, funded builders, token price. The behavior is the same. Programs launch fast. Grants, points, quests, liquidity, referrals. Reviews lag the market, budgets burn on short‑lived spikes, and smarter teams outpace the rest, resulting in wasted budget, delayed decisions, and lost share.
From a builder point of view, this creates noise and friction. Capital can be mercenary. Dashboards overcount touch points, and undercount persistence. Data is split across chains, products, and community tools. Reviewers are bandwidth‑limited.
That is the gap Forse is designed to close. We combine onchain and offchain analytics with proprietary algorithms in our in‑house data engine. We attribute impact with counterfactuals, track cohorts through time, and surface the next step that fits your constraints. Each deployment is context‑engineered to the ecosystem.
With Forse, you move from campaigns to compounding. Modular analytics explains what worked. Context‑engineered Agents run the change with caps, constraints, and logs so your growth program scales.
What you get with Forse
Impact Measurement: quantify how grants, incentives, and community programs affect topline KPIs using counterfactual attribution and cohort tracking.
ROI Analysis: compare per‑dollar value across initiatives to reallocate toward what delivers the highest measurable return.
User Insights: segment users and builders, track behavior and retention, and identify high‑value audiences for targeted strategies.
Transparency: visualize fund usage and outcomes, with audit logs and rationale to support councils and foundations.
Actionable Guidance: turn findings into recommended changes tied to constraints, with the option to schedule and monitor.
Agent Execution: move from insight to action with context‑engineered Agents that verify, route, allocate, execute, and log with caps, constraints, and schedules.
The layer behind Forse — modular, intelligent, and built for operators who scale ecosystems.
What’s available today
Forse Insights (live)
Insights is modular analytics built for outcomes. Terminals on desktop and mobile quantify incremental lift with counterfactuals, show cohort behavior, and track persistence over time. Benchmarks help you judge whether a result is good or just loud. Every view includes rationale so operators act with context.
Forse Agents (private beta)
Agents are context-engineered execution built for outcomes. They encode your policies, caps, and schedules, then run changes safely with audit trails. Agents verify builders, route reviews, automate payouts, and reduce handoffs. Human-in-the-loop by default, with a path to more autonomy as comfort grows.
How we work with teams
Forse is a product and a partnership. We work closely with each team to build custom solutions for their context. That can include tailored terminals, program‑specific metrics, custom data connectors, and design of the decision‑and‑execution loop. We implement what we’ve learned from live programs and adapt it to your objectives and constraints.
How to engage
We want to connect with teams running grants, incentives, or broader growth programs—especially those operating grants programs where Agent-powered execution will help. If you are designing or scaling these programs, let’s talk.
The Forse Team
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