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Simplifying Federal Compliance for GovGig with an Intelligent Regulatory Assistant

Company Overview

GovGig is a U.S.-based federal contracting platform designed to help contractors navigate complex regulatory frameworks like FAR, DFARS and EM 385-1-1.

Mobcoder partnered with GovGig to build an AI-powered regulatory assistant that simplifies compliance workflows, reduces manual effort and improves accuracy across clause lookup, document drafting and procedural guidance.

The Challenge

The Challenge

Federal contracting regulations are vast, complex and difficult to interpret without expertise.

GovGig users faced:

  • Thousands of dense, cross-referenced clauses across multiple documents
  • Time-consuming manual searches through PDFs
  • High risk of misinterpretation and compliance errors
  • Inefficient drafting of documents like REAs, RFIs, and letters

Additionally:

  • Different query types (search, drafting, guidance) were not structured or routed effectively
  • Traditional AI systems struggled with:
    • Incorrect clause citations
    • Hallucinated or unsupported responses
    • Multi-intent queries combining search + drafting

The need was for a reliable, intelligent system that could understand context, ensure accuracy and scale securely.

TIFIN @Work Platform Illustration

Our Solutions

TIFIN @Work Solutions Overview

Intelligent Regulatory Search

We built a hybrid AI retrieval system that combines semantic understanding with keyword-based search to deliver precise, context-aware results for both clause-level and exploratory queries.

Context-Aware Query Routing

A multi-layered intent classification system identifies user intent, whether it's clause lookup, procedural guidance, regulation search, or document drafting and routes it to the appropriate response flow.

AI-Powered Drafting Assistance

The platform enables users to generate compliance-ready drafts for:

  • Letters
  • REAs
  • RFIs

AI automatically pulls relevant clauses and structures responses, reducing manual effort.

Self-Improving AI System

When confidence in results is low, the system automatically:

  • Expands the query
  • Re-runs retrieval
  • Improves response quality

Ensuring reliable outputs even for complex queries.

Built-in Compliance Guardrails

To reduce risk:

  • The system avoids unsupported claims
  • Clearly states when regulations do not provide answers
  • Directs users to appropriate authorities when needed

Scalable & Secure Infrastructure

The solution was deployed on a cloud-native AWS architecture, ensuring:

  • High scalability
  • Secure data handling
  • Production-grade performance
Our Solutions

AI Tech at a Glance

Hybrid RAG Architecture (semantic + keyword retrieval)
Hybrid RAG icon
Multi-layer Intent Classification System
Stateful Multi- Agent Workflow (LangGraph)
Stateful Multi- icon
Self-Healing Retrieval Mechanism
LLM-Based Response Generation with Guardrails
PostgreSQL with Vector Search (pgvector)
PostgreSQL with icon
FastAPI Backend
with Real-time
APIs
AWS Infrastructure (ECS Fargate, RDS, VPC, IAM)

Key Results Areas

Mobcoder’s construction AI development services in the construction industry enabled GovGig to transform regulatory workflows:

Faster Research & Clause Lookup
30–40% reduction in time spent searching and interpreting regulations.

01

Accelerated Drafting Workflows
40–50% reduction in effort for document drafting with AI-assisted outputs.

02

Reduced Operational Costs
10–15% reduction in compliance-related operational overhead through reduced rework and faster turnaround.

03

Improved Accuracy & Reliability
Evidence-based responses and guardrails significantly reduce hallucination and compliance risk.

04

Streamlined End-to-End Workflow
A unified system for search, interpretation and drafting eliminates fragmented processes.

05

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What Our Clients Say

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Ousmane Ouane
Ousmane Ouane
VP Product & Business, Sportstech Brands Holding GmbH
Mobcoder's support resulted in the successful release of the apps for fitness devices and the onboarding of thousands of new customers. The professional team worked hard to deliver high-quality work according to schedule. They were highly committed, easy to work with, and efficient throughout.
Todd Williams
Todd Williams
CEO, Booking System Software
Direct yet flexible, Mobcoder serves as a valuable development partner for the client. They advise on scoping, work within the client's time zone, and are keen on trial-and-error delivery, making them a perfect fit for the client's workflow.
Mohit Mathur
Mohit Mathur
Vertical Head, Cult Fit
Mobcoder Inc delivered the project on time, and the app didn't have any bugs and had a fast response time. The team was flexible and accommodating to changes even after development. They had a practical approach to the project and communicated through in-person and virtual meetings.