Home/How it works

How Springboard works.

A practical look at an AI-managed process: what Springboard monitors, how it responds, where people make decisions, and how we know whether the work is improving.

The assignment

We start with a responsibility, not an agent.

Springboard and your firm agree on a part of the operation to manage, what good performance looks like, and which decisions remain yours. The agents, integrations, and oversight are built around that assignment.

For a personal injury practice, one assignment might be keeping matters moving through the treatment and records stage, without letting preventable administrative delays accumulate.

Example management assignment

Treatment & records progression

Expected result
When the firm determines a next step is appropriate, it happens on time. Records requests and follow-ups do not stall unnoticed.
Information used
Matter stages, notes, tasks, and assignments in Clio, plus relevant correspondence and document activity where access is authorized.
Springboard manages
Monitor progress across matters, investigate apparent delays, coordinate permitted next steps, verify completion, and identify recurring problems.
The firm retains
Medical and legal judgment, case strategy, and approvals for communications or material process changes.
Measures of progress
Timeliness of administrative next steps, unresolved handoffs, records-request follow-through, and avoidable time spent waiting.

Illustrative scope, not a claim of a live client deployment. Exact responsibilities, access, and permissions are agreed with each firm.

How it begins

We map the existing process, connect relevant systems, agree on decision boundaries, and test the checks against actual scenarios before putting them into operation. Springboard remains responsible for maintaining them.

An example in practice

One stage. Different reasons for delay.

Suppose a review shows that some personal injury matters are spending longer than expected in treatment and records. The agent doesn't assume every long-running matter is stalled. It looks at what's actually happening in each file.

Example review · Treatment & records

Where is progress actually blocked?

Across open matters

Treatment is still underway

The client is continuing treatment and the next check-in is recorded.

No exception

No action is needed simply because time has passed.

Records have already been requested

The request is documented; the provider has not yet responded.

Monitor

Check the follow-up date rather than send a duplicate request.

A required request appears to be missing

A treatment milestone has been recorded, but no corresponding records request is visible.

Investigate

Confirm the facts and prepare an authorized next step.

The agent distinguishes a genuine exception from work that is already underway.

What happens next

The unresolved item becomes work to manage, not another notification to ignore.

Investigate

Confirm the missing step

Check the case notes, task history, correspondence, and document activity available to the agent. If a request was sent somewhere else, record that rather than creating more work.

Coordinate

Get the next action underway

Once the gap is confirmed, prepare the approved task or draft, contact the responsible employee, and seek approval where required. The agent then checks whether the request was actually sent.

Improve

Look beyond this one matter

If the same delay appears repeatedly, Springboard examines its cause. Perhaps the handoff is unclear or the request is triggered too late. We propose a change, agree on it with the firm, and measure whether it helps.

What counts as done

Not that a reminder was sent. That the required next step took place, or that the issue remains visible with a clear owner and follow-up.

This is a simplified, hypothetical example. It does not represent a live client result, a medical determination, or a screenshot of Springboard software.

Decisions and approvals

Where people stay involved.

Springboard's agents work within agreed permissions. Some work can happen independently. Other actions need a person to decide, approve, or supply missing context.

AI agentsCompare records, flag meaningful exceptions, investigate context, prepare permitted actions, coordinate follow-ups, and check whether something changed.
Springboard's teamReview agent performance and unresolved issues, handle technical or operational exceptions, refine the rules, and recommend process changes.
Your firmMake decisions about treatment, legal strategy, case status, client communications requiring approval, and changes to firm policy.
In this example

If the records do not establish that a client has finished treatment, the agent doesn't guess. It asks the appropriate employee. The goal is to remove administrative friction, not rush treatment or substitute for professional judgment.

When an agent can't establish the facts or lacks permission to act, it escalates. Springboard tracks the issue instead of treating the escalation itself as a resolution.

Ongoing management

We measure the process, not the activity.

A busy agent isn't necessarily an effective manager. We look at whether agreed outcomes are improving and whether the same problems keep returning.

What we'd examine for treatment & recordsIllustrative measures, not reported results
Administrative waiting timeHow much time passes between a confirmed milestone and the next action that should follow?
Records-request follow-throughAre requests and provider follow-ups happening when the firm expects them to?
Unresolved exceptionsWhich matters still need attention, who owns the next step, and how long have they been waiting?
Recurring causesAre unclear handoffs, missing information, or repeated process gaps creating avoidable delays?
Important distinction. Time spent receiving appropriate medical care, or waiting for an external provider, is not the same as an avoidable delay inside the firm. Good measures account for that difference.

What changes after a few months?

Springboard can bring more than a list of completed actions to its review with the firm. We can discuss the bottlenecks we're seeing, the changes we tried, whether they improved performance, and what part of the operation should be managed next.

We'll show you Springboard managing a process and talk through where it would start at your firm.

Book a demo