Start Here

Work with CloudRaven

Use this page to start a conversation about managed discovery, enrichment, HubSpot activation, agent-assisted research, or a targeted analytics product. If the sprint is the better fit, you can also signal interest in joining the tech team below.

Managed discovery and enrichment

Good for fragmented markets where account discovery, enrichment, qualification, and routing need a clearer operating model.

HubSpot activation and workflow handoff

Good when the team needs qualified leads, approved drafts, and cleaner handoff into HubSpot without losing context.

Geospatial, temporal, and agent-assisted research

Good for place-based, time-based, or public-data work that needs evidence, citations, and a human-review loop.

Targeted analytics products

Good when a focused use case needs stronger quality, trust, and domain fit than broad general models usually provide.

Public inquiry

Tell CloudRaven what you are trying to launch or improve

No account creation required. A short note about the workflow, market, or product is enough to start.

Use this if the problem is close to these lanes but needs a more custom conversation.

CloudRaven will review the note and follow up directly.

TOP Sprint • Tech Team

Join the CloudRaven tech team

The Opportunity Project TOP Sprint begins in mid-April 2026, with work kicking off the week of April 13, 2026.

CloudRaven is building a platform for grounded civic and economic insights on trendsights.io. Collaborators help co-design, prototype, test, and document the system over a 4-month sprint.

This lane is for builders, researchers, and sharp reviewers who want to help shape the sprint itself. If you are looking to hire CloudRaven, use the public inquiry form above instead of the workspace-join flow below.

Mid-April 2026 start
Remote participation
Cohort calls every 2–3 weeks

Existing collaborators

Log in to the workspace

Use your existing CloudRaven account to open projects, review assets, or continue your application.

Go to login

New tech team applicants

Create an account, then apply

Start with account creation below. After sign-in, you can submit the sprint join request inside the private workspace.

Start here

Shipping

What we’re shipping

A small set of concrete systems and deliverables, designed to be legible, testable, and useful to the team rather than decorative prototypes.

  • Deliverable
    Ambient monitoring
    Across X, Google Trends, and web signals
  • Deliverable
    Geospatial enrichment
    Using Census ACS 5-year features
  • Deliverable
    Forecasts + decision packets
    With evidence and confidence
  • Deliverable
    Eval harness
    Provenance, accuracy, uncertainty, token budget

Collaboration

How you can help

We are looking for collaborators who can strengthen the quality of the system, improve evidence handling, or sharpen how the work is communicated.

MCP + tool design
Evaluation + grounding
Census ACS + geo modeling
Agent workflows (Step Functions)
UX + story briefs + maps
Infra, deploy, cost controls

You can contribute code, experiments, evals, UX, docs, or just be a sharp reviewer.

Sprint account access

Workspace access for collaborators

Existing sprint collaborators and new tech team applicants use the dedicated access portal for sign-in, account creation, confirmation codes, and password reset.

After authentication, new contributors continue into the private account area to submit a TOP Sprint join request.