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ModulusLabs
Case studies

Results that hold up
in production.

Representative examples of the AI systems we've built. Each engagement started with a specific business problem and shipped a measurable solution.

Flagship product

The AI sales agent inside WhatsApp

Our core product: a custom sales agent for any industry that captures every enquiry, answers from your own pricing and inventory, builds proposals, negotiates within terms you approve, and closes — or routes the buyer to the right human. Live today in solar (handling the majority of the client’s monthly sales at 4.8/5 satisfaction) and real estate (from enquiry to booked site visit to reservation deposit), monitored from one portal.

Try the agent liveChat with the live solar agent
24/7
Every enquiry answered, any language
70%
Of monthly sales handled autonomously (solar)
4.8/5
Average customer satisfaction

01

Healthcare & Longevity

AI-powered clinical intelligence platform for personalized diagnostics

Full engagement details

Built an end-to-end clinical intelligence platform for a premium longevity clinic. The system ingests specialist diagnostic panels, patient-reported lifestyle data, and historical biomarkers — then synthesizes everything into readable health narratives with hyper-personalized, retest-ready improvement plans calibrated to each patient’s biology. Integrated with the clinic’s existing EMR workflows, enabling clinicians to generate comprehensive patient reports in seconds instead of hours. The platform now serves as the clinic’s core differentiator in a competitive longevity market.

ClaudeLangChainFastAPI
Improvement in patient follow-through
<60s
Clinician-ready health narratives
Winner
Innovative AI Award

02

Renewable Energy

Predictive intelligence and fleet management platform for solar operations

Full engagement details

Engineered a comprehensive solar intelligence platform managing 200+ installations across multiple inverter brands. The system ingests real-time telemetry, runs predictive maintenance models, detects anomalies as they emerge, and generates automated performance reports. Includes a WhatsApp-integrated AI sales agent that handles lead qualification and customer engagement autonomously, a proposal generation engine for residential and commercial installations, and a full analytics dashboard with fleet-wide KPIs. Operations shifted from reactive monitoring to fully autonomous, self-optimizing management.

GeminiApache KafkaTimescaleDB
95%
Predictive maintenance accuracy
200+
Solar plants monitored
Real-time
Anomaly detection and alerting

03

Renewable Energy

Enterprise solar operations and CRM platform

Full engagement details

Designed and shipped a full-stack SaaS platform that consolidates every aspect of a solar company’s operations into a single system. Covers project lifecycle management, client CRM with lead tracking, equipment inventory with supplier integration, AI-powered electricity bill analysis via multimodal OCR, interactive roof design tools, financial analytics dashboards, billing and invoicing, and task scheduling with team coordination — all behind a six-tier role-based access system spanning super admins to client self-service portals.

GeminiNext.jsPostgreSQL
6
Role-based access tiers
AI OCR
Electricity bill analysis
End-to-end
Operations management

04

Enterprise AI

Autonomous multi-agent ecosystem for enterprise software delivery

Full engagement details

Architected a self-orchestrating multi-agent AI ecosystem that replaced an entire linear delivery pipeline. CTO agent handles strategy and architecture, Dev agents write and review code, QA agents run automated test suites, Maintenance agents monitor system health and deploy fixes, and Marketing agents generate release-aligned collateral. All agents coordinate in real time through a shared task graph, autonomously handing off work and escalating only when human judgment is required. Development cycles collapsed by 85%, with marketing assets shipping in lockstep with every release.

ClaudeLangGraphCrewAI
85%
Reduction in development lifecycle
99.8%
Autonomous QA pass rate
10×
Increase in go-to-market velocity

05

Document AI

Universal document intelligence and knowledge management platform

Full engagement details

Built a multi-tenant enterprise knowledge platform that turns unstructured document archives into an instantly searchable, conversational knowledge base. Supports 15+ file types natively — PDF, DOCX, PPTX, Excel, CSV, audio, images, HTML, XML — with automatic text extraction, table detection, multimodal image description, and audio transcription. Documents are chunked, embedded into a high-dimensional vector space, and served through a conversational interface with source attribution, citation linking, and workspace isolation. Includes role-based access control, team collaboration features, and admin analytics on query patterns and knowledge gaps.

GeminiQdrantFastAPI
15+
File types supported natively
Seconds
From query to sourced answer
Multi-tenant
Workspace isolation and RBAC

06

E-Commerce

Autonomous conversational commerce platform via WhatsApp

Full engagement details

Built a full-stack conversational commerce system anchored by an autonomous WhatsApp sales agent. The agent connects to the brand’s customer database, purchase history, and live product catalog to initiate natural, context-aware conversations — referencing past orders, browsing patterns, and preferences to surface relevant products. It reads conversational tone, handles objections intelligently, and closes with personalized offers and direct checkout links. Includes an operator dashboard for conversation monitoring, performance analytics, campaign management, and brand persona configuration. Drove measurable revenue from customer segments the brand had written off.

ClaudeWhatsApp Business APILangChain
70%
Of monthly sales handled by the agent
99%
Uptime and operational reliability
4.8/5
Average customer satisfaction

07

Fintech & Compliance

Autonomous compliance and financial advisory platform

Full engagement details

Built an end-to-end tax compliance platform powered by a conversational AI agent fine-tuned on regional tax codes. The agent conducts dynamic, plain-language interviews with taxpayers, maps responses in real time to a structured data schema, identifies applicable deductions and credits, and generates pre-filled returns. Completed profiles feed into a human-in-the-loop workflow where licensed professionals review, verify, and submit. Includes a practitioner dashboard with client portfolio management, document collection tracking, deadline monitoring, and compliance audit trails. Professional throughput quadrupled while making compliant filing accessible at scale.

ClaudeLangChainNext.js
40%
Decrease in manual consultation time
100%
Structured data capture accuracy
Increase in client processing capacity

09

IoT & Smart Infrastructure

Intelligent building management system with energy optimization

Full engagement details

Engineered a full-stack intelligent building management platform that connects to distributed IoT devices for centralized environment control. Features real-time temperature and humidity monitoring across zones, smart scheduling with adaptive Home/Away/Sleep profiles that learn occupancy patterns, energy consumption analytics with cost breakdowns, and universal device compatibility through IR code learning. The system communicates with ESP32 controllers via MQTT for sub-second response times, and exposes a responsive management dashboard with zone mapping, device health monitoring, and automated energy reports. Reduced facility energy costs by 30%.

AWS IoT CoreESP32Supabase
Real-time
Multi-zone monitoring and control
Smart
Adaptive scheduling profiles
30%
Reduction in energy costs

10

Enterprise HR

AI-powered workforce management and biometric HR platform

Full engagement details

Deployed a comprehensive workforce management platform built around real-time biometric face recognition. Employees check in by walking up to a tablet — no badges, no PINs, no friction. The system handles automatic face enrollment from HR databases, tracks attendance with timestamp precision, generates payroll-ready timesheets, and flags anomalies like buddy-punching or unusual patterns. Includes a management dashboard with department-level analytics, leave tracking, shift scheduling, and compliance reporting. Integrates directly with existing HR and payroll systems through a configurable API layer, with on-premise deployment for data sovereignty.

CompreFaceDockerMySQL
<2s
Recognition and check-in time
Auto
Face enrollment from HR database
99%+
Recognition accuracy

Details modified to protect client confidentiality. Representative of our typical engagements.

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