White papers

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Six role-specific papers on Agentic Squark and the Squark MCP Server — three for agencies, three for nonprofits. Executive, manager, analyst: pick your seat and download.

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Generative asks. Predictive answers. — the sixteen-page flagship white paper on why the Squark MCP Server changes fundraising AI, plus a one-page executive brief for your board.

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Showing 6 of 6 papers

For agencies

Turn predictive AI into an agency service.

EXECUTIVE · Decision paper

The Agency Model After the AI Assistant

Who it's for: Agency CEOs, presidents, practice leaders, and growth executives

AI assistants are becoming the interface where client strategy happens — a business-model decision, not just a productivity story. How agencies combine trusted counsel, governed client data, and Squark predictive AI into a productized, embedded service: the economics, the service portfolio, governance as part of the offer, and a 90-day executive launch plan.

MANAGER · Operating playbook

From Client Brief to Ranked Audience

Who it's for: Account directors, strategy leads, analytics managers, and delivery leaders

Agency delivery slows at the seams — handoffs, tickets, and version drift between the client question and the campaign. This playbook redesigns the flow around six approval gates so account teams can ask in plain language while analysts validate and clients approve. Includes a Monday-morning scenario, role design, prompt patterns, and a team operating dashboard.

ANALYST · Technical guide

The Analyst as Control Tower

Who it's for: Fundraising analysts, data scientists, data engineers, and analytics leaders

Conversational access without standards creates analytical debt. How agency analysts protect the truth layer across a client portfolio: tenant isolation, data and target contracts, leakage prevention, validation tied to decision economics, and governing the MCP and assistant layer as a tool boundary.

For nonprofits

Run fundraising on predictions, not guesses.

EXECUTIVE · Decision paper

From AI Activity to Fundraising Advantage

Who it's for: Nonprofit CEOs, CDOs, CFOs, CIOs, advancement leaders, and board-facing executives

Nearly every nonprofit now uses AI; very few report strategic impact. The missing layer is better decisions, not more generated content. The executive case for agentic prediction — revenue quality, donor-base health, staff capacity, and forecast confidence — with a governance charter and a 90-day pilot design.

MANAGER · Operating playbook

Run the Fundraising Calendar with Fewer Guesses

Who it's for: Annual giving directors, development operations leaders, campaign managers, and channel owners

The campaign calendar moves faster than the analytics queue. A repeatable connect–ask–act pattern for reactivation, upgrades, sustainer growth, acquisition scoring, and forecasting — with six use-case playbooks, a weekly approval rhythm, and change management for the fundraising team.

ANALYST · Technical guide

From Backlog to Decision System

Who it's for: Fundraising analysts, database managers, data scientists, and development operations professionals

The analytics backlog is a symptom of the operating model. How to turn one-off requests into a governed decision system: data contracts that survive conversation, target definitions and leakage controls, evaluation fundraisers can act on, and securing the agentic boundary while preserving provenance.

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