Blackbaud AI review (Oct 2026): Raiser’s Edge NXT Prospect Insights, Chat for Blackbaud AI donor summaries, the Development Agent, Data Health Agent early access, and Copilot and Claude connectors for nonprofits

What this Blackbaud page covers

This page is for a development director, major gifts officer, or database manager at a nonprofit that runs on Raiser’s Edge NXT or is evaluating it. It is not legal, tax, or gift-acceptance advice, and nothing here replaces your own donor-privacy policy.

Blackbaud’s Raiser’s Edge NXT page lists Prospect Insights (which donors are most likely to give more), Chat for Blackbaud AI (donor summaries and talking points), Intelligent Assistants (next steps, drafts, fundraising scenarios), Agents for Good, and connectors to Anthropic Claude and Microsoft Copilot. The same page says “a single org-level setting controls whether generative AI is active, off by default until an admin opts in.”

Ground rules before you turn anything on: the major gifts officer checks every AI donor summary against the gift records; the development director approves every outreach plan the Development Agent runs; the database manager decides who may connect outside AI tools. Donor names and giving history stay out of any tool your policy has not approved.

Major features (with how someone uses them)

Examples at a glance: each feature has a concrete example from a real job plus a short Try this you can run this week.

1. Chat for Blackbaud AI donor summaries (primary)

What it is: Blackbaud says Chat for Blackbaud AI “drafts donor summaries and talking points in seconds, so conversations start informed” (Raiser’s Edge NXT page). You ask about a constituent in plain language and get a short brief built from the record: giving history, recent interactions, and suggested talking points.

A summary is only as good as the record. A pledge entered as a gift, or a call nobody logged, flows straight into the brief.

Concrete example (major gifts officer at a university with a 40-donor portfolio) Before ten visits this month, the officer asks for a summary of each donor. Eight match the gift records. One lists a $10,000 pledge as paid, because the payment was entered on the wrong record; another misses a lunch last spring that was never logged. She fixes both records, re-runs the two summaries, and keeps her rule: no summary goes into a meeting unchecked.

Try this

Primary workflow:

Ask Chat for Blackbaud AI for donor summaries for ten donors you will meet this month. Have the major gifts officer check every gift amount and date against the gift records in Raiser’s Edge NXT before any meeting.

2. Prospect Insights for major-gift candidates

What it is: Blackbaud says Prospect Insights “identifies and prioritizes your best major giving candidates, so your team knows who to call first,” with key signals shown in the workflow (product page). At bbcon in October 2026 Blackbaud said the rebuilt Raiser’s Edge NXT “continuously” evaluates donor capacity and affinity and surfaces prospect signals (bbcon recap, 6 Oct 2026).

A ranked list repeats what is in your data. Donors who give through a donor-advised fund or a spouse’s record can sit lower than they should.

Concrete example (director of major gifts at a children’s hospital foundation) The director compares the top 50 Prospect Insights candidates with her team’s own list. Thirty-one overlap. Twelve are new names worth a first call; seven are donors already in active solicitation under a household record. She adds the twelve to discovery calls and fixes the household links before the next refresh.

Try this

Check the list first:

Compare the top fifty Prospect Insights candidates with your gift officers’ own list. Have the director of major gifts mark each new name worth a call or not, with a reason, before anyone is assigned.

3. The Development Agent (generally available for US Raiser’s Edge NXT)

What it is: Blackbaud announced general availability on 17 March 2026 for Raiser’s Edge NXT customers in the US, calling it its first “Agent for Good.” Blackbaud says it can “identify, cultivate and engage donors with individualized, timely, and brand-aligned outreach,” operating “autonomously, but with human oversight,” and singles out mid-tier donors who rarely get personal attention. At bbcon in October Blackbaud said it engages unassigned donors and is coming to Enterprise Fundraising CRM with an early adopter program in early 2027 (bbcon recap).

An agent that writes to donors at scale can repeat one wrong fact hundreds of times. Start small and read what it sends.

Concrete example (development director at a 25-person arts nonprofit) The director gives the agent 200 unassigned mid-level donors. Before anything goes out she reads the first 20 messages: 17 are fine, two thank donors for a gala they did not attend (the event attendance import was wrong), and one uses a nickname the donor asked the team to stop using. She fixes the import, adds the name note, and keeps reviewing a sample each week.

Try this

Start small:

Give the Development Agent one small group of unassigned donors. Have the development director read the first twenty messages before any go out and log every wrong fact.

4. Data Health Agent (early adopter program)

What it is: At bbcon 2026 Blackbaud introduced a Data Health Agent that will “continuously monitor, clean and maintain trusted data with expert oversight,” with review-and-approve workflows for high-volume cleanup. US Raiser’s Edge NXT customers can join the early adopter program now, running through the end of 2026 (bbcon recap, 6 Oct 2026).

Cleanup suggestions can merge two real people who share a name and address. A merge is hard to undo.

Concrete example (database manager at a statewide conservation nonprofit) In early access, the manager reviews 100 suggested fixes. Address and capitalization fixes are right almost every time. Of 18 suggested merges, three are a parent and adult child at the same address. She approves the address fixes in bulk and keeps every merge as a one-by-one decision.

Try this

Review before you approve:

If you join the early adopter program, review the first hundred Data Health suggestions. Have the database manager approve or reject each merge one at a time before any bulk approval.

5. Intelligent Assistants and the new Strategy Assistant

What it is: Blackbaud’s product page says Intelligent Assistants “recommend next steps, draft communications, and model fundraising scenarios.” At bbcon Blackbaud announced a Strategy Assistant with fundraising benchmarks and AI recommendations “in the flow of work,” and Lantern, a fundraising language model it says will start powering select Raiser’s Edge NXT features in 2027 (bbcon recap).

A benchmark tells you what similar organizations do, not what your donors will do. Treat it as a question to test.

Concrete example (development director at a mid-size human services nonprofit) The assistant suggests a spring appeal to lapsed donors, citing a benchmark. Before adopting it, the director checks last year’s results: her lapsed segment answered a fall letter better than spring email. She runs a small spring test to 500 lapsed donors instead of the whole file.

Try this

Test before adopting:

Take one Strategy Assistant suggestion and compare it with your own last two years of results. Have the development director approve a small test before it reaches the whole donor file.

6. Microsoft 365 Copilot and Claude connectors

What it is: On 10 August 2026 Blackbaud announced a Blackbaud Agent for Microsoft 365 Copilot that answers questions such as “Summarize this donor’s giving history” from Raiser’s Edge NXT data inside Copilot Chat, Outlook, Teams, Word, and Excel. Blackbaud’s setup guide says it needs a Microsoft 365 Copilot license, a Microsoft 365 admin to publish the agent to users, and each user to sign in with their Blackbaud ID; an org admin must also allow generative AI to reach your data through external connectors. Blackbaud’s Claude connector (Model Context Protocol) works with Claude Team and Enterprise plans and lets Claude look up constituents, gifts, and events and draft thank-you notes.

A connector shows what the signed-in user can see in Raiser’s Edge NXT. If a volunteer account can see every gift, so can their chat assistant.

Concrete example (database manager at a regional food bank with 14,000 donor records) Two gift officers ask to use Copilot with Raiser’s Edge NXT. The database manager first lists which user roles may connect and checks that one part-time role cannot see major-gift notes. She narrows that role, has the Microsoft 365 admin publish the agent to the two officers only, and asks them to test it on records they know well for a week.

Try this

Admin decides first:

Before anyone connects Copilot or Claude to Raiser’s Edge NXT, have the database manager list which roles may connect and test each connection on donors the team knows well.

Pricing context (October 2026)

Blackbaud prints no list prices. Its pricing page (checked 22 Oct 2026) says pricing is “customized based on your organization’s size, goals, and the solutions you need” and is calculated from size, number of users, modules, and support level; you request a personalized quote. Blackbaud says pricing typically includes implementation, training, and ongoing support.

We found no separate published price for the Development Agent, the Data Health Agent early adopter program, or Chat for Blackbaud AI. Ask in writing which AI features your quote includes. The Microsoft 365 Copilot agent needs Microsoft 365 Copilot licenses (billed by Microsoft), and the Claude connector needs a Claude Team or Enterprise plan (billed by Anthropic).

Blackbaud describes itself as “the world’s leading provider of AI-powered solutions for social impact” and cites more than $1 trillion in giving history tracked by its customers. Those are Blackbaud’s statements, not our measurements.

Uncertainty: We did not test Raiser’s Edge NXT. Features, dates, and availability come from Blackbaud’s product, pricing, newsroom, and help pages as read on 22 Oct 2026 and can change. The Development Agent is generally available for US Raiser’s Edge NXT customers; the Data Health Agent is in an early adopter program through the end of 2026; Lantern is planned for 2027. Prices are quote-only.

When it’s useful (honest take)

Useful when your nonprofit already keeps its donor records in Raiser’s Edge NXT, gift officers spend hours preparing for visits, mid-level donors get little personal contact, and a named person will check every summary and outreach message.

Less useful when you need campaign segments, email and text drafts, and peer-to-peer coaching in EveryAction or DonorDrive (Bonterra Que), you are a small team that wants printed prices and daily recommendations (Bloomerang AI), or your records are too messy for any AI to read well yet.

Related options (educational)

FAQ

What is the Development Agent in Raiser’s Edge NXT?

It is Blackbaud’s first “Agent for Good,” generally available to US Raiser’s Edge NXT customers since 17 March 2026. Blackbaud says it identifies, cultivates, and engages donors with individualized outreach under human oversight.

How much does Blackbaud AI cost in October 2026?

Blackbaud prints no list prices; its pricing page asks you to request a personalized quote. The Copilot agent needs Microsoft 365 Copilot licenses and the Claude connector needs a Claude Team or Enterprise plan, billed separately.

Is generative AI on by default in Raiser’s Edge NXT?

No. Blackbaud’s product page says a single org-level setting controls whether generative AI is active and it is off by default until an admin opts in.

Can Claude or Copilot read our Raiser’s Edge NXT data?

Yes, through Blackbaud’s connectors, once an admin enables them and each user signs in. They see what that user’s Blackbaud permissions allow, so set roles before anyone connects.

Who should check Blackbaud AI output?

The major gifts officer for donor summaries and prospect lists; the development director for Development Agent outreach and Strategy Assistant suggestions; the database manager for Data Health fixes and connector access.

Optional next step (if seats overlap)

If you pay for Raiser’s Edge NXT, Microsoft 365 Copilot, and a separate chat seat that all draft the same donor letters, that overlap is worth mapping. Map the overlap with the $19 AI toolkit audit or the $9 AI toolkit spreadsheet. Email Audit $19 or Toolkit spreadsheet $9.

Checkout is live via Stripe. After you pay, we email delivery (spreadsheet) or intake next steps (audit).

Related: Bonterra Que · Bloomerang AI · Claude · ChatGPT · Microsoft 365 Copilot · Three checks before another AI seat · ops hub