AI Solutions for Healthcare
Pharos Production delivers AI-powered healthcare solutions that improve clinical outcomes and operational efficiency. From ambient clinical intelligence and medical document processing to predictive patient risk scoring and AI-powered triage systems, our team builds HIPAA-aligned AI that integrates with existing EHR systems via HL7 FHIR standards.
- 90+ engineers
- 13+ years in business
- 70+ apps delivered
Aligned with these frameworks. Audit reports and certifications available on request.
What is AI for healthcare?
Reviewed by Dmytro Nasyrov
Founder and CTO
23+ years in software development. PhD in AI. Led healthcare AI projects including clinical decision support, medical NLP and EHR integration. aligned with ISO 27001.
Custom healthcare AI vs vendor AI solutions
| Factor | Custom AI (Pharos Production) | Vendor Platforms (Nuance, Olive AI, etc.) |
|---|---|---|
| EHR integration | Deep HL7 FHIR integration with any EHR (Epic, Cerner, Allscripts) | Pre-built connectors for supported EHRs only |
| Clinical workflow fit | AI models trained on your patient population and protocols | Generic models tuned for average clinical settings |
| Data privacy | PHI stays in your infrastructure, HIPAA BAA on your terms | Data processed on vendor servers, shared infrastructure |
| Specialty coverage | Custom models for your clinical specialties | Limited to vendor-supported specialties |
| Regulatory path | Full control over FDA SaMD classification and 510(k) process | Vendor manages regulatory, limited transparency |
| Cost model | One-time development + self-hosted inference | Per-clinician or per-encounter licensing fees |
| Model transparency | Full access to model architecture, weights and training data | Black-box models, vendor controls updates |
Pharos Production recommends custom healthcare AI for health systems with unique clinical protocols, multi-EHR environments or plans to pursue FDA clearance. Vendor solutions work for standardized use cases like medical transcription or basic clinical coding.
How to choose an AI company for healthcare
Reviews
Independent reviews from Clutch, GoodFirms and Google - verified client feedback on our software projects
Based on 8 verified client reviews
Measurable results
Healthcare AI Benchmark 2026
Proprietary research based on healthcare AI projects delivered by Pharos Production. Dataset covers clinical decision support, medical NLP and patient risk scoring systems. Methodology (Pharos Verified Delivery): aggregated delivery metrics with clinical validation data. Full report available on request.
AI Solutions for Healthcare trends shaping 2026
Key technology shifts that impact how Pharos Production architects ai solutions for healthcare software for clients.
Ambient Clinical Intelligence
AI-powered voice documentation captures physician-patient conversations and generates structured clinical notes automatically. This reduces documentation burden by 70% and returns 2+ hours per day to direct patient care. Pharos Production builds ambient AI with medical NLP, HIPAA-aligned audio processing and EHR auto-population.
Predictive Patient Risk Scoring
ML models analyze EHR data to predict patient deterioration, readmission risk and disease progression 24-72 hours before clinical symptoms appear. Early warning scores reduce ICU mortality by 15-20%. Pharos Production deploys risk models integrated with nurse call systems and clinical dashboards.
AI-Powered Medical Imaging
Computer vision models now match radiologist accuracy for detecting lung nodules, retinal disease and skin cancer. The FDA has cleared 500+ AI imaging devices. Pharos Production builds DICOM-integrated imaging AI with explainability overlays that highlight regions of interest for clinician review.
Generative AI for Clinical Documentation
LLMs generate discharge summaries, referral letters and prior authorization documents from structured EHR data. RAG-grounded generation ensures accuracy against patient records. Pharos Production builds clinical document generation with source attribution and physician review workflows.
AI Agents for Care Coordination
Autonomous AI agents manage appointment scheduling, medication refill requests, pre-visit planning and post-discharge follow-up. Multi-agent systems coordinate across departments to reduce care gaps. Pharos Production builds healthcare agents with HIPAA-aligned conversation memory and human escalation paths.
Federated Learning for Multi-Site Research
Federated learning enables hospitals to collaboratively train AI models without sharing patient data. Each site trains locally, only model gradients are shared. Pharos Production implements federated ML pipelines for multi-site clinical research with differential privacy guarantees.
- Healthcare AI requires HIPAA-aligned infrastructure across all ML pipeline components - training data, feature stores, model registries and inference endpoints.
- The global AI in healthcare market is projected to reach $187.95 billion by 2030 at 37% CAGR (<a href="https://www.grandviewresearch.com/industry-analysis/artificial-intelligence-ai-healthcare-market-report" target="_blank" rel="noopener">Grand View Research</a>). The FDA has authorized 1,451+ AI-enabled medical devices.
- Custom healthcare AI enables models trained on your patient population, deep EHR integration and full control over FDA regulatory pathways.
- A clinical NLP or triage AI MVP starts from $60,000-$120,000 and takes 12 weeks. Full clinical decision support platforms range from $200,000 to $500,000+.
- Every Pharos Verified Delivery healthcare AI sprint includes HIPAA validation, clinical data testing and HL7 FHIR interoperability checks.
- Clinical AI requires 4-8 weeks of shadow mode validation (AI running alongside clinicians) before any production deployment. Skipping this step risks patient safety and regulatory exposure.
- Healthcare AI models trained at one institution may not transfer to another due to differences in patient demographics, documentation styles and clinical protocols. Site-specific validation is mandatory.
- FDA Software as a Medical Device (SaMD) classification may apply if the AI influences clinical decisions. The 510(k) clearance process adds 6-12 months and is outside Pharos Production development scope.
- HIPAA compliance applies to every component in the AI pipeline - training data, feature stores, model registries and inference endpoints. This restricts cloud GPU options and increases infrastructure costs by 20-40%.
- Medical NLP accuracy varies by clinical specialty and documentation style. Models achieving 95% extraction accuracy on structured discharge summaries may drop to 80% on free-text surgical notes.
Choose your cooperation model
Feasibility study, prototype on your data and integration roadmap in four to eight weeks.
Full model development, API layer, cloud deployment and MLOps with monitoring.
Multi-model architecture, custom data infrastructure, compliance and hybrid or on-prem delivery.
Prices vary based on project scope, complexity, timeline and requirements. Contact us for a personalized estimate.
Or select the appropriate interaction model
Request staff augmentation
Need extra hands on your software project? Our developers can jump in at any stage – from architecture to auditing – and integrate seamlessly with your team to fill any technical gaps.
Hire dedicated experts
Whether you’re building from scratch or scaling fast, our engineers are ready to step in. You stay in control, and we handle the code.
Outsource your project
From first line to final audit, we handle the entire development process. We will deliver secure, production-ready software, while you can focus on your business.
| Model | Best for | Team setup | Budget range |
|---|---|---|---|
| Staff Augmentation | Existing teams needing extra engineers at any project stage | 1-2 weeks | From $5,000/month |
| Dedicated Team Popular | Long-term projects requiring full ownership and control | 2-4 weeks | From $15,000/month |
| Project Outsourcing | Full-cycle development from idea to production launch | 1-2 weeks | $10,000-$80,000+ |
An approach to the development cycle
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Team Assembly
Our company starts and assembles an entire project specialists with the perfect blend of skills and experience to start the work.
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MVP
We’ll design, build, and launch your MVP, ensuring it meets the core requirements of your software solution.
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Production
We’ll create a complete software solution that is custom-made to meet your exact specifications.
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Ongoing
Continuous Support
Our company will be right there with you, keeping your software solution running smoothly, fixing issues, and rolling out updates.
Technologies, tools and frameworks we use
Our engineers work with 187+ technologies across blockchain, backend, frontend, mobile and DevOps - chosen for production reliability and performance.
AI and Machine Learning
LLM Providers 8
AI Frameworks 15
Vector Databases 7
MLOps and Infrastructure 11
AI Agent Tools 4
Blockchains
Private and Public Blockchains 33
Cloud Blockchain Solutions 4
DevOps
DevOps Tools 15
Clouds
Clouds 6
Databases
Databases 15
Brokers
Event and Message Brokers 7
Tests
Test Automation Tools 6
UI/UX
UI/UX Design Tools 12
Partnerships & Awards
Recognized on Clutch, GoodFirms and The Manifest for software engineering excellence
FAQ
Quick answers to common questions about custom software development, pricing, process and technology.
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Pharos Production has been in business since 2013, with over 13 years of experience in custom software development. During this time, we have delivered over 70 applications for 200+ clients across 18 industries, including FinTech, healthcare, crypto and e-commerce. We are rated 5/5 on Clutch based on 73 verified reviews (2026).
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Pharos Production provides six core service categories: Software Development (mobile apps, web platforms, database design, UI/UX), Blockchain Development (smart contracts, DeFi, tokenization on Ethereum, Solana, TON and other chains), Software Security (code audits, penetration testing, smart contract audits), Software Consulting (architecture design, MVP validation, startup consulting) and Software Testing and QA (manual, automation, performance and regression testing).
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Pharos Production is headquartered in Las Vegas, Nevada, USA (5348 Vegas Dr, Las Vegas, NV 89108), with an engineering office in Kyiv, Ukraine (44-B Eugene Konovalets Str. Suite 201, Kyiv 01133). We work with clients worldwide and provide remote collaboration across all time zones. Visit our contact page for directions and scheduling options.
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Pharos Production has a team of 90+ engineers, including software developers, blockchain specialists, QA engineers, DevOps experts, UI/UX designers, project managers and solution architects. Our founder, Dr. Dmytro Nasyrov, holds a PhD in Artificial Intelligence and leads the technical direction of all projects.
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We serve a wide range of clients, from startups and product companies to mid-sized enterprises and large institutions. Our clients include crypto exchanges, FinTech providers (like Pleenk), healthcare organizations, sportsbook operators (like Pro Gambling), e-commerce platforms and SaaS companies. Pharos Production has worked with 200+ clients across 18 industries since 2013, adapting engagement models to match each client’s stage, whether it is MVP validation for a startup or enterprise-scale development for an established business.
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A custom software development company is a firm that designs, builds and maintains software tailored to a specific business’s needs, as opposed to off-the-shelf products. Custom software addresses unique workflows, integrations and scalability requirements that generic tools cannot. According to Grand View Research (2024), the global custom software development market is valued at over $35 billion and is projected to grow at a 22.3% CAGR through 2030. Pharos Production is a custom software development company founded in 2013, with a team of 90+ engineers delivering solutions across blockchain, FinTech, healthcare and 15 other industries.
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Custom software development costs vary based on project scope and complexity. At Pharos Production, typical project ranges are: MVP development ($10,000-$25,000), suitable for startups validating a product idea; full-fledged production ($25,000-$50,000), for established businesses scaling a proven concept; and full-cycle development ($50,000-$80,000+), for complex enterprise-grade systems. These ranges include architecture design, development, QA testing and deployment. Final pricing depends on technology stack, number of integrations and engagement model (staff augmentation, dedicated team or project outsourcing).
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Development timelines depend on scope and complexity. At Pharos Production, a typical MVP takes 2-4 months, a production-ready application takes 4-8 months and a complex enterprise system can take 8-12+ months. We use an agile methodology with 2-week sprints, delivering working increments after each sprint. Every sprint includes a retrospective, progress report and planning session for the next iteration. This approach ensures transparency and allows businesses to launch faster by prioritizing high-impact features first. Get a timeline estimate for your project.
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Pharos Production serves 18 industries: Crypto, Web3 and Blockchain (Kimlic, GridTradeX, NextCheck), Sports and Sportsbooks, Casino and Gambling (Gambit Stream, Lucky Bets), FinTech, Healthcare, E-Commerce, Insurance, Energy and Utilities, Education, Telecom, Media and Entertainment, Logistics and Transportation (Taxi Aggregator), Marketing, Banking, Construction and Real Estate, Agriculture and Travel. Our deepest expertise is in FinTech, blockchain and healthcare, where we have delivered compliance-ready platforms (HIPAA, PCI DSS, GDPR) and high-load systems handling thousands of concurrent users. For the latest industry insights, read our guides on FinTech trends in 2026 and the Web3 technology stack.
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Hiring a software development company offers faster time-to-market, lower upfront costs and access to specialized expertise without long-term employment commitments. According to Deloitte’s 2024 Global Outsourcing Survey, 57% of companies outsource software development to access skills they cannot hire internally.
Factor In-house team Software development company Time to assemble 3-6 months (recruiting + onboarding) 1-2 weeks Upfront cost High (salaries, benefits, equipment) Lower (project-based pricing) Specialized expertise Limited to who you can hire locally Access to 90+ engineers across blockchain, AI, FinTech Scalability Slow (each new hire takes months) Fast (scale up or down per sprint) Long-term commitment Full-time employment contracts Flexible engagement models Risk High if key engineers leave Company ensures continuity and knowledge transfer For businesses that need blockchain, AI or high-load architecture expertise, outsourcing to a specialized firm like Pharos Production reduces risk and accelerates delivery.
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Pharos Production focuses on mid-to-large custom software projects with budgets starting at $10,000. We do not take on template-based websites, WordPress theme customization, or short-term contracts under one month. We also do not provide non-technical staffing (marketing, sales or design-only roles). Our strongest fit is blockchain, FinTech and healthcare projects where security, compliance and high-load architecture are critical. For smaller projects or MVPs under $10,000, we recommend exploring freelance platforms or no-code tools as a more cost-effective starting point.
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We use agile with 2-week sprints because it reduces the risk of building features that miss the mark. Each sprint ends with a working demo, a retrospective and a plan for the next iteration.
This means clients see progress every 14 days and can adjust priorities based on real results, not assumptions. According to the Standish Group CHAOS Report (2024), agile projects are 3x more likely to succeed than waterfall projects. We chose this approach after years of experience showing that rigid, fixed-scope contracts lead to scope creep, missed deadlines and products that do not match market needs by launch day.
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Custom development is not the right choice in every situation. You should not hire a custom software company if: your problem is fully solved by an existing SaaS product (e.g. Shopify for e-commerce, Salesforce for CRM); your budget is under $10,000 and timeline is under 4 weeks; you need a simple landing page or marketing website (WordPress or Webflow is faster and cheaper); or you are still validating the idea and have not spoken to potential users yet.
In these cases, off-the-shelf tools or no-code platforms offer better ROI. Custom development makes sense when you need unique workflows, regulatory compliance, high-load architecture or competitive differentiation that packaged software cannot provide.
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Here are three anonymized examples from our recent delivery history:
FinTech startup - payment platform (MVP)
Scope: mobile app + backend API with bank-grade encryption. Team: 4 engineers, 1 QA. Timeline: 10 weeks. Budget: $38,000. Result: launched on schedule, processed $2M+ in transactions within the first quarter.Healthcare provider - patient portal (Full product)
Scope: HIPAA-aligned web platform with EHR integration, appointment scheduling and telemedicine. Team: 6 engineers, 1 DevOps, 2 QA. Timeline: 6 months. Budget: $120,000. Result: 15,000+ active patients, zero compliance violations in two annual audits.Crypto exchange - trading engine (Complex)
Scope: high-load matching engine handling 50,000+ orders per second, multi-chain wallet infrastructure on Ethereum and Solana. Team: 8 engineers, 2 QA, 1 security auditor. Timeline: 11 months. Budget: $340,000. Result: 99.97% uptime, passed three independent security audits.See more projects: NoMoreBets, Pulse, Sagas, Gambit Stream and Pleenk. For the full portfolio, visit our case studies. Learn more about the technology behind these projects in our guide to stablecoins and crypto infrastructure.
Build your AI Solutions for Healthcare platform
90+ engineers ready to deliver your AI Solutions for Healthcare project on time and within budget
What happens next?
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Contact us
Contact us today to discuss your project. We’re ready to review your request promptly and guide you on the best next steps for collaboration
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NDA
We’re committed to keeping your information confidential, so we’ll sign a Non-Disclosure Agreement
1 day -
Plan the Goals
After we chat about your goals and needs, we’ll craft a comprehensive proposal detailing the project scope, team, timeline and budget
3-5 days -
Finalize the Details
Let’s connect on Google Meet to go through the proposal and confirm all the details together!
1-2 days -
Sign the Contract
As soon as the contract is signed, our dedicated team will jump into action on your project!
Same day
Our offices
Headquarters in Las Vegas, Nevada. Engineering office in Kyiv, Ukraine.