Skip to content
Back to work

Interview to case report workflow

AI Investigation SaaS Platform

Turning recorded interviews and case material into transcripts, statements, timelines, reports, and controlled workspaces for professional investigation teams.

Tenant isolationSource-bound AIReport exportsRegional data

Client

Private investigation firm

Status

Launched

Category

AI Integration and Consultancy

Timeline

2025

Overview

A secure case workflow for sensitive investigation work

An investigation firm needed a secure SaaS platform for sensitive case workflows. Recorded interviews had to become transcripts, structured statements, timelines, summaries, and case reports inside one controlled workspace.

The product had to respect how professional investigation work actually happens. It needed firm-level separation, controlled access, source-bound outputs, and export-ready artefacts that could support real case work without forcing investigators into disconnected tools.

Product context

The work focused on sensitive professional workflows, where AI output needed to stay tied to source material and controlled by firm-level access, regional handling, and review paths.

Challenge

The challenge

Investigation workflows are sensitive, document-heavy, and time-consuming. The product needed to support audio processing, participant context, case organization, structured AI outputs, report generation, access control, and data handling without weakening trust or creating review risk.

What we built

What we built

We shaped the platform as a secure case workspace where interview material could move through transcription, analysis, statement formatting, timeline extraction, and report generation with human review in the loop.

01

Case workspace structure

Interview, transcript, participant details, statements, timelines, summaries, and reports stay organized inside one case-level workflow.

02

Source-bound AI output

AI-generated outputs are tied back to the case material so investigators can review the basis of statements and summaries before export.

03

Private firm environments

Each firm gets controlled access patterns, workspace separation, and usage boundaries suitable for sensitive professional workflows.

04

Report-ready exports

The platform supports downloadable outputs for the artefacts investigators need to share, archive, or continue reviewing.

Result

The result

The final product gives investigation teams a controlled workspace where recorded interviews can become usable case outputs without scattering work across manual documents, separate transcription tools, and disconnected storage.

The platform turns case material into a more organized professional workflow: transcript, statement, timeline, summary, follow-up questions, and report outputs can all stay connected to the original source material and firm-level access model.

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

Execution logic

Why this mattered

The page stays outcome-led, but the proof is in the product decisions underneath: what we protected, what we simplified, and what became easier for the client to operate.

Case work became structured

Interview material, transcripts, statements, timelines, summaries, and reports are handled inside one case workspace.

AI output stayed reviewable

The system was designed so professional users can review and trust outputs before they become formal case documents.

Sensitive access stayed controlled

Firm-level separation, usage controls, and private workspaces make the product suitable for sensitive investigation workflows.

Start with context

Have a product, workflow, or system that needs a stronger next step?

Bring the rough context, product blocker, or delivery goal. We will help shape the practical next step before the work gets heavier.

A useful product conversation starts with the real context.

You do not need a perfect brief. A current product situation, blocker, target outcome, or rough workflow is enough to begin.

What to share

Current product stage, what is stuck, timeline, and what a successful next step should look like.