6 Things the Massachusetts AI Training Grant Won't Pay For

The Massachusetts Workforce Training Fund Program pays for training instruction only. It will not pay for consulting or implementation work, software subscriptions, employee wages during training, one-on-one coaching, exam and certification fees or tuition reimbursement, or travel. Self-paced courses do not qualify either. Budget those costs separately before you apply.

Quick facts

• The Workforce Training Fund Program (WTFP) is a Massachusetts state program administered by Commonwealth Corporation.
• The Express Program reimburses up to 100% of the course cost for employers with 100 or fewer Massachusetts W-2 employees.
• Express caps: $3,000 per employee per course, $15,000 per company per calendar year, $300 per instructional hour.
• The General Program pays for instruction only: up to $300 per hour of instruction, with an average cost per participant of up to $3,000.
• You pay the training provider first, then submit for reimbursement. Approval is never guaranteed.

Massachusetts employers pay into the fund through their unemployment insurance contributions, so it makes sense to use it. The official program page from Commonwealth Corporation has the full rules, and our Massachusetts AI training grants page shows how they apply to AI courses.

Do not treat the grant as your whole AI budget. A realistic AI rollout budget has three lines: tuition (reimbursable up to the caps, if approved), paid time for trainees (yours), and tools plus implementation (yours). These six exclusions decide what lands in lines two and three.

1. Consulting and implementation work

The rule: consulting is not covered. Neither is implementation, meaning work applying the training to your company's own systems.

Why it matters: an AI rollout has two halves. One half is your people learning the tools. The other half is someone building the workflows, connecting your data and setting up the automations inside your own software. The grant only touches the first half. If a proposal bundles training with building your systems, the building part is not reimbursable.

How to plan around it: scope implementation as a separate project with its own budget, its own timeline and its own invoice. Keep the training invoice clean, because the provider invoice you submit has to match the approved course name. JMK runs a separate free AI audit that maps the implementation side at no cost. The link is at the end of this post.

2. Software subscriptions and AI tool licenses

The rule: software subscriptions are on the excluded list in both programs. For an AI rollout, that means the monthly seats for the AI assistant, automation platform or CRM add-on your team ends up using.

Why it matters: tuition is a one-time cost that can come back. Seats are a recurring cost that will not. And training people on tools they cannot log into the following week wastes the 10 hours.

How to plan around it:

• Decide which tools the team will use before the course starts.
• Budget 12 months of seats for the employees being trained, not for the whole company.
• Add seats later, once the first group shows which workflows stick.

3. Employee wages during training

The rule: employee wages are not reimbursed. You also have to pay employees their regular wages during training hours, and live virtual training has to happen on paid time.

Why it matters: each of our AI courses is 10 instructional hours per trainee. Send five people and that is 50 paid hours of work time. That cost stays on your books even if 100% of the tuition comes back.

How to plan around it: schedule the sessions inside the normal workday. Our courses run 2 hours a week for 5 weeks, or 2.5 hours a week for 4 weeks. Do not ask anyone to attend unpaid or off the clock. In the General Program, those wages count toward your required 1-to-1 match, but they are still not reimbursed.

4. One-on-one coaching

The rule: coaching and one-on-one training are both excluded. In the Express Program, only courses listed in the state's Express Course Directory qualify.

Why it matters: after a course, someone may want private follow-up, such as an owner who wants a working session on their own inbox. None of that is fundable. Owners cannot be counted as trainees in the first place, and the same goes for 1099 contractors and temp workers.

How to plan around it: use the class time. Our courses are live and instructor-led, with class size capped at 6 or 8 trainees depending on the course, so bring real work questions. If you still want individual coaching afterward, price it as its own line and keep it off the training invoice.

5. Exam and certification fees, plus tuition reimbursement

The rule: exam or certification fees are excluded. So is tuition reimbursement, meaning money you pay back to employees for classes they take on their own.

Why it matters: the grant reimburses you, the employer, for a course you paid for. It does not backfill an education benefit, and it does not pay for a credential exam at the end of a course.

How to plan around it: if an employee wants a credential, there is a separate Massachusetts option. On February 26, 2026, Governor Healey and Google announced free access for all Massachusetts residents to the Google AI Professional Certificate and Google Career Certificates through the MA AI Hub site. It is free, self-paced and aimed at individuals. It is not a WTFP grant and it is not team training. Self-paced courses do not qualify for WTFP funding at all, so do not build a grant application around one.

6. Travel

The rule: travel is excluded. Mileage, parking and hotel nights tied to training are your cost.

Why it matters: it can be the smallest of the six, but it adds up for companies with more than one location.

How to plan around it: ask about the delivery format and location before you apply, so you know whether any travel cost exists. If it does, budget it next to wages. The rules are the same statewide. We keep local pages for employers who want the city view, including AI training grants in Springfield and AI training grants in Worcester.

Questions we get

What does the Workforce Training Fund cover?

The Workforce Training Fund Program covers training instruction. In the Express Program, it reimburses up to 100% of the course cost for courses listed in the state's Express Course Directory, capped at $3,000 per employee per course, $15,000 per company per calendar year and $300 per instructional hour. The employer pays the provider first and is reimbursed afterward, if approved.

Does the Massachusetts training grant pay employee wages during training?

No. Employee wages are not an eligible cost in the Express Program or the General Program, and you must pay trainees their regular wages during training hours. Live virtual training has to happen on paid time. In the General Program, wages paid to trainees during training hours count toward the required 1-to-1 match, but they are not reimbursed.

Can the grant pay for AI software or tool licenses?

No. Software subscriptions are excluded from both the Express Program and the General Program of the Massachusetts Workforce Training Fund, so AI tool seats, automation platforms and CRM add-ons come out of your own budget. The grant reimburses the cost of instruction only. Pick your tools before training starts and budget seats for the employees being trained.

Check your eligibility in 15 minutes

If you have 100 or fewer Massachusetts W-2 employees, book a 15 minute eligibility call through the form on our Massachusetts grant page. The courses are delivered through our training partner, a registered Express Program training provider. Help with the application is free, because training providers are not allowed to charge for it. You, the employer, file the application, and Commonwealth Corporation decides on approval.

For the side the grant will not pay for, JMK's separate free AI audit maps your implementation work: which workflows to automate, which tools to buy and what to build first. There is no charge.

Program terms verified against Commonwealth Corporation's published guidelines on September 21, 2026. JMK Ventures is not affiliated with or endorsed by Commonwealth Corporation.