AI Pre-Mortem Platform for Business Risk Analysis

An AI-powered platform that helps organizations identify potential risks before execution, analyze documents intelligently, and generate actionable, evidence-backed recommendations.

Industry

Business Consulting

Technologies

OpenAI, AWS, NestJS, Next.js, PostgreSQL

Timeline

3 months

Engagement

Fixed-price build with ongoing support

The Challenge

The client relied on manual reviews and domain experts to identify risks across projects and business initiatives, making the process time-consuming and difficult to scale.

 

Our Solution

We developed an AI-powered Pre-Mortem Platform that uses large language models and document intelligence to analyze project information, identify potential failure modes, and generate actionable, evidence-based recommendations.

 

Key Features

Document Intelligence

Understands and analyzes complex documents using advanced AI.

OCR with AWS Textract

Extracts text from scanned documents with high accuracy.

Secure File Storage

Encrypted storage on AWS S3 with signed URLs and auto-deletion.

Knowledge Packs

Custom knowledge packs for different industries and methodologies.

Report Generation

Export detailed reports in PDF and DOCX format.

User Management

Per-user login, roles, and activity history.

Admin Dashboard

Monitor usage, manage users and knowledge packs with insights.

Comprehensive Risk Assessment

Structured risk analysis with evidence-backed recommendations across key project areas.

Technology Stack

OpenAI

AWS Textract

AWS S3

NestJS

PostgreSQL

REST API

Prisma

LangGraph

Cohere

Railway

Business Outcome

Reports Generated in Minutes

Full structured risk assessments are generated in minutes, replacing a manual review process that previously took days.

Real-World Cases Validated

Tested during development against multiple complex business scenarios and supporting documents.

Structured Risk Analysis

Every assessment follows a consistent methodology across defined risk categories and evaluation criteria.

Secure Document Processing

Documents are securely processed using AWS-based storage and infrastructure with controlled access.

Evidence-Backed Reporting

Key findings are linked to supporting source material, making recommendations easier to review and trace.

The platform replaced a multi-day manual review process with structured, evidence-based reports generated in minutes.

Ready to Accelerate Your Business with Enterprise AI?

Schedule a discovery call to discuss your business goals and explore how AI, workflow automation, and custom software can improve efficiency, reduce costs, and accelerate growth.

About AK Consultant LLC

AK Consultant LLC builds enterprise AI solutions, workflow automation, custom software, and business system integrations that help organisations improve efficiency and scale with confidence.

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About AK Consultant LLC

AK Consultant LLC builds enterprise AI solutions, workflow automation, custom software, and business system integrations that help organisations improve efficiency and scale with confidence.

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