Artificial intelligence is no longer just a future topic for law firms.

It is already becoming part of how legal teams manage matters, capture time, review performance, and make business decisions.

Actionstep recently announced the release of Actionstep Intelligence, its AI layer built into the

Actionstep practice management platform for midsize law firms.

You can read Actionstep’s announcement here: Actionstep Releases Actionstep Intelligence

For firms already using Actionstep, this is an important development.

Not because AI will replace lawyers or legal teams, but because it may help firms reduce operational friction, capture more accurate time, understand firm performance better, and make smarter decisions using the information already sitting inside their practice management system.

At JNB Exectant, we work with law firms that want to get more value from Actionstep, improve their workflows, and reduce the admin load on their teams. Actionstep Intelligence is worth paying attention to because it reflects where legal operations are heading: more connected systems, better use of data, and smarter support for the business side of law.

What Is Actionstep Intelligence?

Actionstep Intelligence is Actionstep’s AI layer built into its existing legal practice management platform.

Instead of sitting outside the system as a separate AI tool, it is designed to work within the data, workflows, matters, billing activity, and operational structure that a firm already has in Actionstep.

That distinction matters.

Many AI tools focus on legal drafting, research, or document review. Those are useful areas, but midsize law firms also need help with the day-to-day business of running a firm.

That includes:

• Capturing billable time
• Managing matters consistently
• Understanding financial performance
• Tracking operational activity
• Reducing manual admin
• Giving leaders better visibility across the firm
• Helping teams make timely decisions

This is where Actionstep Intelligence appears to be focused: not just legal work, but the business of law.

Why This Matters for Midsize Law Firms

Midsize law firms often sit in a challenging middle ground.

They are bigger than small firms, so they need stronger systems, better reporting, and more consistent processes.

But they may not have the same internal resources as large firms, such as dedicated data teams, innovation departments, or custom-built technology projects.

That means midsize firms need practical technology that fits into their daily work.

They do not need more disconnected tools that create another place to check, another system to train staff on, or another set of data to reconcile manually.

They need technology that helps the firm work better inside the systems they already rely on.

For Actionstep firms, this is why built-in AI is interesting. If the AI can work within the firm’s matters, workflows, time records, billing structure, and reports, it may become more useful than a standalone tool that does not understand the firm’s operational context.

The Key Features Actionstep Has Highlighted

Based on Actionstep’s announcement, Actionstep Intelligence works through four connected
capabilities:

1. Context

Actionstep Intelligence uses the firm’s existing information within Actionstep, including matters, workflows, and firm data.

This matters because AI is only useful when it understands the right context.

For a law firm, that context may include the matter type, client history, task status, billing rules, team structure, matter progress, and financial information.

Without that context, AI can become generic.

With the right context, it can become more practical.

2. Observe

The observe capability is designed to detect activity across the firm’s work, including email, documents, and Actionstep activity.

This can support areas such as time capture, matter management, task completion, and billing.

For many law firms, this is one of the biggest opportunities.

Fee earners often complete billable work throughout the day, but not all of that time is captured accurately. Some time is forgotten. Some is entered late. Some is written off before it ever reaches an invoice.

If AI can help identify billable activity and prepare time entries for review, firms may have a better chance of capturing the value of the work already being done.

3. Recommend

Actionstep Intelligence can also analyse firm data and recent activity to highlight trends, anomalies, and opportunities.

This is especially relevant for practice managers, managing partners, finance teams, and operations leaders.

Many firms already have the data they need to make better decisions, but that data is often buried in reports, spreadsheets, or separate systems.

AI-enhanced business intelligence can help turn that data into clearer insights.

Instead of only asking, “What happened last month?” firms can start asking better questions, such as:

• Where are we losing time?
• Which matters are less profitable than expected?
• Where are billing delays happening?
• Which teams need more support?
• What trends should leadership act on now?

4. Execute

Actionstep has also described an execution capability, where AI may propose and carry out approved operational and financial tasks with human oversight and audit trails.

This part is especially important.

For law firms, AI should not operate without boundaries.

There needs to be control, review, approval, and visibility.

The most valuable AI workflows will likely be the ones that help with repetitive operational tasks while still keeping the firm in control.

Trace: AI-Powered Time Tracking

One of the first capabilities mentioned by Actionstep is Trace, an AI-powered time tracking feature.

Trace is designed to identify billable activity, connect it to the correct matter and billing codes, and prepare draft time entries for review inside Actionstep.

The important part is that entries are not automatically posted. The fee earner still reviews and controls what reaches the bill.

This is a sensible approach for law firms.

AI can help reduce the manual burden of time recording, but professional judgment still matters.

Lawyers and fee earners need to review the entries, confirm accuracy, and ensure the final bill reflects the work completed.

For firms struggling with missed time, late time entry, or inconsistent billing narratives, this type of feature may become very useful.

Acumen: AI-Enhanced Business Intelligence

Actionstep also introduced Acumen as an AI-enhanced business intelligence capability.

Acumen is designed to give firm leaders, team leaders, and fee earners a clearer view of financial and operational metrics through dashboards and AI-supported insights.

This is another important area for midsize firms.

Many law firms have access to reports, but reporting is only valuable when people can understand and act on the information.

If a report is too hard to interpret, too slow to prepare, or too disconnected from daily operations, it often gets ignored.

AI-enhanced business intelligence may help firms move from static reporting to more practical decision-making.

For example, leadership may be able to ask questions about profitability, billing trends, matter
performance, or team productivity and receive clearer insights based on firm data.

Why AI Still Needs Good Systems Behind It

One important thing law firms should remember is this:

AI works best when the underlying system is clean, structured, and properly used.

If matter data is inconsistent, workflows are outdated, billing codes are unclear, or staff are not following the same process, AI will have less reliable information to work with.

This is where firms need to be careful.

Buying or enabling AI features is not the same as being ready for AI.

Before firms expect strong results from tools like Actionstep Intelligence, they should look at the quality of their current Actionstep setup.

That may include reviewing:

• Matter types
• Workflow steps
• Task templates
• Document naming conventions
• Billing codes
• Time recording habits
• Reporting structure
• User permissions
• Data consistency
• Team training

AI can support better operations, but it cannot fully fix a messy process on its own.

Where JNB Exectant Can Help

At JNB Exectant, we help law firms improve how they use Actionstep and their wider legal operations systems.

As Actionstep continues to release more intelligent features, firms will need more than just technical access to new tools.

They will need the right workflows, clean data, trained users, and practical implementation support.

JNB Exectant can support law firms by helping review and improve:

• Actionstep workflows
• Matter management processes
• Time tracking setup
• Billing and reporting processes
• Document management workflows
• Task and automation structures
• Team training and process documentation
• Admin support for day-to-day Actionstep use

The goal is not to add technology for the sake of technology.

The goal is to help your firm work better.

If your team is already using Actionstep but still dealing with manual admin, inconsistent processes, or underused features, this may be the right time to review your setup.

Actionstep Intelligence may create new opportunities for law firms, but the firms that benefit most will likely be the ones with strong operational foundations already in place.

Practical Questions Law Firms Should Ask

Before adopting or relying heavily on AI features inside Actionstep, firms should ask:

• Are our matter workflows up to date?
• Are our billing codes and time recording processes consistent?
• Are users entering data correctly?
• Do we trust the accuracy of our Actionstep reports?
• Are our teams trained on the right process?
• Are there manual tasks we should automate first?
• Do we have clear approval processes for AI-supported work?
• Are we using Actionstep in a way that gives AI useful context?

These questions matter because AI is not just a technology project.

It is an operations project.

Final Thoughts

Actionstep Intelligence shows how legal technology is moving beyond simple automation and into more intelligent operational support.

For midsize law firms, this could be a meaningful development.

AI-powered time tracking may help firms capture more billable work. AI-enhanced business intelligence may help leaders understand firm performance more clearly. Future workflow execution features may help reduce repetitive admin while keeping human oversight in place.

But the real value will depend on how well each firm’s Actionstep system is set up and used.

For law firms, the opportunity is not just to “use AI.”

The opportunity is to build a more connected, organised, and efficient way of working.

If your firm is using Actionstep and wants to prepare for smarter workflows, better reporting, and more efficient operations, JNB Exectant can help you review your setup and identify practical improvements.