AI-Enabled Solution Engineering

Turn Business Challenges Into Practical AI and Digital Solutions

Citrusbug helps growing businesses to identify where AI, automation, and digital products can create real value - then we design, build, deploy, and support the right solution from the ground up.

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Trusted Partners

Where Do You Start?

Choose the Right Starting Point

Consulting

For organizations that need discovery, assessment, architecture, or a roadmap before deciding what to build. We help you get clarity first, on the problem, the opportunity, and the right path forward, before any commitment is made.

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Solutions

For businesses with a defined operational problem or outcome that need the right platform or solution approach. We provide you with the right solution built around a clear business problem or outcome in mind. No generic solutions.

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Services

For buyers with a defined scope who need specific engineering, cloud, data, design, testing or development capability. We offer expertise around AI, cloud, data, design, testing, or development, relieving you from the overhead of building it in-house.

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How We Work

From Business Problem to Production

Every engagement follows the same disciplined path, whether the outcome is an AI system, a custom platform, or a cloud migration. No surprises, no shortcuts.

Understand the Problem

We map business goals, user needs, workflows, and operating constraints before making any technology recommendation. Getting this right shapes everything that follows.

Identify the Opportunity

We assess where AI, automation, or custom engineering creates genuine, measurable value, and where it cannot. This stage saves time and money later.

Blueprint the Solution

Architecture, integrations, data flows, and governance controls are defined and agreed before a single line of code is written. No ambiguity going into build.

Build and Deploy Securely

Engineering, testing, and release follow a structured secure-delivery process. Security, compliance, and quality are built in from day one, not reviewed at the end.

Monitor, Improve and Scale

Deployment is not the finish line. We continue after launch, tracking performance, strengthening reliability, and evolving the platform as your needs change.

Find Where AI Can Create Practical Value for Your Business

Most businesses know AI matters but aren't sure where it fits into their operations or whether the investment is worth it yet. Our AI Readiness path gives you an honest, expert-led view of what's worth pursuing, what can wait, and what a sensible first step actually looks like. No commitment required before you have clarity.

Book an AI Readiness Discovery Call →

A structured discovery conversation, not a sales pitch

Honest opportunity mapping against your real workflows and constraints

Clear view of what's viable now versus what needs more groundwork

Risk and cost framing before any build decision is made

Every recommendation aligned to Secure ADLC from the outset

Where We Apply Expertise

Engineering Across Industries Where Reliability Matters

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FEATURED

Healthcare

Patient platforms, clinical workflows, and operational systems built for interoperability, compliance, and long-term reliability across complex healthcare environments.

Healthcare Software Development
Pharmacy App Platform
Revenue Cycle Management
Healthcare Platform Modernization
Remote Patient Monitoring
Insurance Software Development

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FinTech

Secure financial platforms and transaction systems designed for compliance, scalability, and data accuracy across high-volume, regulation-driven financial ecosystems.

Finance Software Development
Payment App Solutions
Accounting Software Development
Banking App Development
Trading Solution Development
Wealth Management Platform

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Logistics

Connected operations platforms delivering real-time visibility, fleet coordination, and supply chain optimization across complex logistics and last-mile delivery workflows.

Fleet Management Software
Supply Chain Management
Warehouse Management Software
Manufacturing Software Development
Transportation Management Systems
Logistics Analytics & Forecasting Systems

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Real Estate

Property and brokerage platforms built to support complex transactions, operational workflows, and data-driven decision-making across modern real estate businesses.

Property Management Software
Real Estate Brokerage Software
Commercial Real Estate Software
Facility Management Software
Real Estate Document Management

Explore Real Estate →

Why Healthcare Requires Deeper Engineering?

Healthcare platforms must handle sensitive patient data, complex regulatory obligations, interoperability, governance, and integration dependencies that cannot afford to fail. Citrusbug brings these considerations into discovery, architecture, and delivery right from the start.

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Client Portfolio

Work That Speaks for Itself

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HealthCare

Phelix

Problem solved: Phelix’s healthcare partners were losing hours to manual scheduling, paperwork, and payment follow-ups, with no unified way to manage patient communication.

Solution delivered: Citrusbug engineered a no-code AI virtual assistant, pairing predictive scheduling with OCR-based document automation and secure, compliant messaging and payments.

Outcome: Automated 70% of patient communication on a platform now supporting 31M+ patients across Canada.

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Agentic AI

Sully AI

Problem solved: Clinicians using Sully AI were spending more time on charting and admin work than on patients, and EHR integration only added friction.

Solution delivered: The team built a suite of modular AI agents for intake, documentation, and coding, backed by clinical NLP models and audit-ready compliance controls.

Outcome: Reduced administrative workload by 45% and doubled workflow throughput for care teams.

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HealthCare

Valene Health

Problem solved: Valene Health’s clinical and administrative workflows were fragmented across disconnected EHR systems, making automation risky without losing clinician trust.

Solution delivered: We created an AI clinical operating system, layering agentic modules for documentation and intake over secure data normalization pipelines, with human review built in.

Outcome: Cut administrative workload by 50%, lowered operating costs by 28%, and reduced patient no-shows by 30%.

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FinTech

Cicada

Problem solved: Cicada needed a secure, real-time trading platform capable of handling multiple asset classes without sacrificing speed or reliability.

Solution delivered: Citrusbug delivered a React and Django trading platform, combining multifactor authentication and role-based access with real-time tools like Yield Analysis Scenario calculators.

Outcome: Delivered under 200ms order execution latency with 99.99% system uptime.

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Real Estate

Handoff

Problem solved: Handoff’s users, homeowners, contractors, and investors alike, were stuck with slow, inconsistent, error-prone renovation cost estimates.

Solution delivered: Our team built an AI cost estimation engine, running predictive ML models against geospatial and real-time material and labor pricing data.

Outcome: Reached 95% estimation accuracy and cut decision speed by 60%.

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FinTech

Zest AI

Problem solved: Traditional underwriting at Zest AI relied on limited borrower data and manual review, slowing approvals and leaving fraud harder to catch.

Solution delivered: We built an enterprise lending platform, joining explainable credit underwriting with a lending intelligence dashboard and real-time fraud and compliance monitoring.

Outcome: Automated 80% of lending decisions and lifted loan approvals by 25%+.

Read Case Study

Client Testimonials (We're Rated 4.7 on Clutch)

THE PROJECT

Web & AI Development for Education Company

AI Development, Custom Software Development

Nov. 2024 - Ongoing

THE REVIEW

Their agile way of working, competence, and friendliness are impressive.

December 7, 2024

★ ★ ★ ★ ★

Quality5.0

Schedule5.0

Cost5.0

Willing to refer5.0

PROJECT SUMMARY:

Citrusbug Technolabs handles a data extraction project for an education company. They're also responsible for managing an AI generation project for the client.

FEEDBACK SUMMARY:

Citrusbug Technolabs has laid out and followed a clear project outline and consistently met deadlines. The team communicates well and demonstrates a strong understanding of the client's vision and goals. Their agile approach, high level of competence, and personable approach stand out.

THE REVIEWER

CEO, Education Company

Johan Henrik

Education

1-10 Employees

Norway

Online

Verified

THE PROJECT

Custom Automated System Dev for Veteran Medical Co

Generative AI, Application Testing, Custom Software Development

Aug. - Oct. 2024

THE REVIEW

Their communication and ability to capture exactly what I was asking for were impressive.

November 14, 2024

★ ★ ★ ★ ★

Quality5.0

Schedule5.0

Cost5.0

Willing to refer5.0

PROJECT SUMMARY:

Citrusbug Technolabs built an automated system for a veteran medical company. The system needed to collect and store user data, generate customized letters based on surveys, and use AI to summarize reviews.

FEEDBACK SUMMARY:

Citrusbug Technolabs delivered a functional automated system that successfully organized the client's records and auto-generated statements. The team was quick to respond, addressed all roadblocks, and communicated effectively. Overall, their ability to understand the client's needs stood out.

THE REVIEWER

Owner, Warrior Alliance

Jason Henry

Medical

1-10 Employees

Nashville, Tennessee

Online

Verified

THE PROJECT

MVP Development for Freight & Capacity Marketplace

Custom Software Development

$10,000 to $49,999

Jan. 2024 - Feb. 2025

THE REVIEW

They were very calm and talented, and they did bring some of their own ideas.

January 28, 2025

★ ★ ★ ★ ★

Quality5.0

Schedule5.0

Cost5.0

Willing to refer5.0

PROJECT SUMMARY:

Citrusbug Technolabs has developed an MVP for a freight and capacity marketplace. The team has created three different interfaces for three market segments.

FEEDBACK SUMMARY:

Citrusbug Technolabs has successfully developed an effective MVP. The team has delivered the project on time and almost within budget. Moreover, their responses have been timely. Overall, the team has been calm, talented, and innovative. This has led to the client's satisfaction.

THE REVIEWER

Founder, ActiveLanes

Harmanpreet Toor

Social Networking

1-10 Employees

Winnipeg, Manitoba

Online

Verified

THE PROJECT

Web & Mobile App Development for Education Company

Custom Software Development, DevOps Managed Services

$10,000 to $49,999

THE REVIEW

What stood out most about them was their personalized approach and sense of ownership in every aspect of the project."

February 27, 2024

★ ★ ★ ★ ★

Quality5.0

Schedule5.0

Cost5.0

Willing to refer5.0

PROJECT SUMMARY:

Citrusbug Technolabs built a Flutter cross-platform mobile app for an education company. They also developed two web apps and an admin panel and provided DevOps support for the client's infrastructure.

FEEDBACK SUMMARY:

Citrusbug Technolabs' support successfully boosted the client's user engagement by 8x, resulting in an 85% retention rate. The reliable team demonstrated a dedication to delivering on time and promptly responding to concerns and adjustments. Their personalized, client-centric approach stood out.

THE REVIEWER

Founder & CEO, YouHue

Ammar Khan

Education

1-10 Employees

Dubai, United Arab Emirates

Online Review

Verified

THE PROJECT

Mobile App Development for Healthcare Company

Custom Software Development Mobile App Development UX/UI Design

$10,000 to $49,999

June 2023 - Jan. 2024

THE REVIEW

They didn't like the phrase "impossible to do", which made them very solution-oriented.

February 19, 2024

4.75

★ ★ ★ ★ ★

Quality4.5

Schedule4.5

Cost5.0

Willing to refer5.0

PROJECT SUMMARY:

A healthcare company hired Citrusbug Technolabs to design and develop a user-friendly application. The team provided tailored assistance to meet the client's requirements.

FEEDBACK SUMMARY:

Citrusbug Technolabs successfully delivered an application that was ready for market. The team was highly professional and well-organized; they stayed focused throughout the engagement and were receptive to changes. Overall, they stood out for their trustworthiness and commitment to excellence.

THE REVIEWER

CTO, Just Move Nordic

Mogens H

Healthcare

1-10 Employees

Denmark

Online Review

Verified

THE PROJECT

Custom Web App Dev & Design for Financial Technology Firm

Mobile App Development UX/UI Design Web Design

Sep. 2023 - Ongoing

THE REVIEW

They're 100% on time and transparent throughout each stage of the project.

February 24, 2024

★ ★ ★ ★ ★

Quality5.0

Schedule5.0

Cost5.0

Willing to refer5.0

PROJECT SUMMARY:

A financial technology company has hired Citrusbug Technolabs to build a custom web application. The team handles the development and design of the app.

FEEDBACK SUMMARY:

The project is ongoing, but the client has been satisfied with Citrusbug Technolabs' services. The team is very professional — they always respect timelines and provide regular updates to ensure everyone's on the same page. Also, their transparent approach makes them a trustworthy partner.

THE REVIEWER

Founder, Financial Technology Firm

Kyle E

Financial services

1-10 Employees

Charlotte, North Carolina

Online Review

Verified

THE PROJECT

Staff Augmentation for Singaporean Development Company

Mobile App Development

$10,000 to $49,999

THE REVIEW

"I do believe they are exceptional at where they stand."

★ ★ ★ ★ ★

Quality5.0

Schedule5.0

Cost5.0

Willing to refer5.0

PROJECT SUMMARY:

Citrusbug Technolabs took on a mobile app development project for a Singapore-based development house. They were provided with UX designs to execute. Currently, they're finalizing and fine-tuning the product.

FEEDBACK SUMMARY:

Citrusbug Technolabs contributed to the successful launch of the product, which has garnered over 10,000 users in just three months. The product has also received support from investors. They consistently followed-up with their progress and delivered at a speedy rate. The team is truly stellar.

THE REVIEWER

Director, Techzu Ichicode

Wayne N

IT Services

1-10 Employees

Singapore

Online Review

Verified

Why Businesses Choose Citrusbug

We don't fit your problem into our template. We build the process around what you're actually trying to ship.

Business-First Discovery

We study your problem, your users and the operating context closely before recommending any technology or framework at all.

Blueprint Before Build

Workflows, requirements, architecture and controls get defined first, so engineering starts with clarity and shared direction, not guesswork.

Secure Delivery from Day One

Governance, testing, security and observability are built into delivery from the very start, not bolted on later.

Transparent Communication

Clear ownership, regular demos and consistent updates keep you informed and aligned at every single stage of the project.

Cloud and Production Readiness

We design for real deployment, reliability, scalability and a sustainable operating cost, not just a working demo

Ownership Beyond Launch

We stay involved through monitoring, improvement and long-term platform evolution well after the release date and rollout.

Bring Us the Problem. We'll Help Define the Right Path.

Share the business challenge, product idea, or system constraint you're working through. Our team will review the context and come back with the right path forward, whether that's a consulting engagement, a solution, or a specific engineering capability. No template responses, just a clear next step.

Email

hello@citrusbug.com

Phone

+ 1 (510) 561-8188

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BUILDING NEXT-GEN SOLUTIONS

Technologies and Platforms We Use

LangChain

Haystack

OpenAI GPT-4

Anthropic Claude

OpenAI GPT-4

Google Dialogflow

Rasa

Vapi.ai

Azure Prompt flow

DALL-E

Stable Diffusion

TensorFlow

Hugging Face Transformers

Amazon Glu

Pandas

Numpy

Redshift

OpenCV

Tesseract OCR

Practical Thinking

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Have a Business Problem Technology Should Solve?

Start with a focused conversation about the challenge, the opportunity, and the right path forward. No pitch deck required, just an honest discussion about what's worth doing and how.

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