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Interview to case report workflow

AI Investigation SaaS Platform

Turning recorded interviews and case material into transcripts, statements, timelines, summaries, and reports inside one secure SaaS platform for investigation teams.

AI SaaS developmentDocument workflow automationAI document processingMulti-tenant SaaSCustom SaaS development

Client

Private investigation firm

Status

Launched

Category

AI Integration & Workflow Automation

Timeline

2025

Overview

A secure case workflow for sensitive investigation work

The client needed to replace a fragmented investigation process with one system that could carry a case from recorded interview through formal documentation. The product had to keep interviews, participants, transcripts, statements, timelines, summaries, and reports together instead of scattering them across separate tools and files.

It also had to match the way professional case work is handled. Each firm needed its own private environment, investigators needed clear control over AI-assisted output, and case information had to remain reviewable before anything became part of a formal report.

Product context

Because AI-generated work could become part of formal case documents, investigators needed to review it against the original interview and case material before anything was exported.

Challenge

The challenge

The difficulty was keeping many kinds of case material connected without losing context or control. A transcript could lead to statements, timelines, follow-up questions, summaries, and reports, but each output still needed to remain tied to the right interview, participant, and source material. The platform also had to protect access between firms and support regional data requirements.

What we built

What we built

We built the platform around the case itself. Interview material moves through transcription, AI-assisted analysis, statement and timeline preparation, review, and report generation inside one controlled workflow.

01

Case workspace structure

Each investigation keeps interviews, participant details, transcripts, statements, timelines, summaries, follow-up questions, and reports in one place so the case remains easy to follow.

02

Source-bound AI output

AI-assisted statements, summaries, and other outputs stay connected to the supporting case material so investigators can check the basis of the work before using it.

03

Private firm environments

Each firm operates inside its own workspace with controlled access, usage limits, MFA, and regional data handling designed for sensitive case work.

04

Report-ready exports

Reviewed statements, timelines, summaries, and reports can be exported as working documents for sharing, archiving, or further review.

Result

The result

The final platform gives investigation teams one place to move from recorded interviews to organized, reviewable case documents. The case no longer has to be assembled manually across separate transcription tools, documents, and storage.

The client now has a launched SaaS product that keeps sensitive case work together, gives investigators control over AI-assisted output, and supports private firm access and regional data handling as part of the same workflow.

12 weeks

from build direction to launched investigation workflow

Private

firm workspaces with controlled access patterns

Source-bound

AI output tied back to interview and case material

Export-ready

statements, timelines, summaries, and reports

Client feedback

Communication stayed clear, updates were consistent, and the product direction became much easier to trust. The work helped turn a sensitive workflow into something more structured and usable.

Name withheld

Founder, Private Investigation SaaS

The impact

Why this mattered

The value came from what these decisions changed for the people using the product and the team responsible for running it.

Case work stopped being scattered

Interviews, transcripts, statements, timelines, summaries, and reports can stay with the same investigation instead of being managed across separate tools and files.

Investigators kept control over formal output

AI-assisted work can be checked against the supporting case material before it is accepted, exported, or used as part of a formal document.

Sensitive work stayed separated by firm

Each firm gets its own controlled environment, helping keep one organization’s cases, users, and data separate from another.

Start with your situation

Need help building or improving a product?

Share what you are building, what is not working, or what you need to achieve. We can help turn that context into a clear technical plan.

You do not need a perfect brief to start.

A rough idea, current blocker, or target outcome is enough for an initial conversation.

What to share

What exists today, what needs to change, your timeline, and what a good result looks like.