isospins
Healthcare applications
Start with the workflow, then build the application.
Five questions to ask before turning an operational challenge into software.
Read the guideAI consulting · Data · Cloud
Applied AI.
Smarter business.
Human impact.
AI strategy, machine learning, generative AI, data engineering, and cloud consulting. We connect the possibilities to the way your business works—from small teams to midsize organizations, across industries.
From first idea to implementation.
STRATEGY. DATA. INTELLIGENCE. IMPLEMENTATION.
AI consultingApplied AICloud engineering
What we do
From AI ambition
to applied intelligence.
From your first AI roadmap to models, applications, and data platforms in production. Explore the full range of Isospins services.
01
Machine Learning Consulting
Turn a defined business question into a testable machine learning solution. Explore predictive analytics, natural language processing (NLP), and computer vision, with evaluation, model training, and cloud integration planned around the intended workflow.
02Generative AI Solutions
Design useful generative AI experiences for content, knowledge, product design, and document workflows. Scope large language models (LLMs), synthetic data, fine-tuning, and agentic AI around approved information, bounded actions, evaluation, and human review.
03Data Engineering Services
Build the data foundations behind analytics and AI. Plan and implement ETL/ELT pipelines, cloud warehouses, data lakes, and real-time or batch processing, with explicit ownership, quality checks, access requirements, and operational documentation.
04AI Strategy Consulting
Decide where AI belongs in your organization and what to do first. Connect readiness, use-case prioritization, technology choices, change management, and training in a practical adoption roadmap, including agentic AI opportunities where actions and responsibilities can be clearly defined.
05Cloud AI Integration
Connect AI applications, APIs, and model hosting across AWS, Azure, and Google Cloud. Scope multicloud architecture, platform integration, security and compliance requirements, operational responsibilities, performance, and cost against the needs of the application.
Cloud consulting & engineering
Architecture, application modernization, and operational readiness.
Healthcare app development
Patient experiences, staff tools, and connected workflows.
Have an early idea or a challenge that spans these services?
Start with a discovery conversationIndustries we serve
Different industries.
A connected approach.
Bring the context of your industry to AI, data, cloud, and application decisions.
Healthcare & Life Sciences
Explore healthcare applications and AI support for patient engagement, clinical information review, and operations. Define data access, integration, evaluation, and professional review around each workflow before implementation.
Explore the possibilities
Financial Services (Banking & Insurance)
Explore AI support for banking and insurance workflows, from transaction review to advisory preparation and claims administration. Scope access, traceability, evaluation, and qualified human review for financial recommendations and consequential decisions.
Explore the possibilities
Legal & Professional Services
Explore document, research, and knowledge workflows for legal and professional teams. Connect approved sources to focused AI assistance, with confidentiality requirements, source inspection, and professional judgment built into the scope.
Explore the possibilities
Retail & E-Commerce
Explore AI experiences for product discovery, customer support, and merchandising operations. Connect catalog, order, and inventory information to focused applications, with clear business rules and staff ownership.
Explore the possibilities
Manufacturing & Supply Chain
Explore AI support for equipment planning, supply-chain coordination, and product intelligence. Bring operational data and staff knowledge into scoped applications with evaluation, system boundaries, and defined decision ownership.
Explore the possibilities
Government, Education & Energy
Explore AI and application opportunities across public services, learning, and energy operations. Define the users, information boundaries, evaluation criteria, and accountable human decisions for each setting.
Explore the possibilitiesInside the Isospins lab
Make the possibility
tangible.
Explore an enterprise knowledge assistant, a healthcare application workflow, and cloud operations visibility. Three examples from a broader consulting practice.
Illustrative concepts. Synthetic data. No live systems.
isospins / the labInteractive demo
A clearer path to care.
A simple queue for a team's next action.
Intake A102: Appointment preference received. A staff member reviews the request before coordinating the next step.
Select a sample record to explore the workflow.
Answers with a starting point.
A knowledge assistant grounded in approved material.
How does a new intake move forward?
Start with a staff review.Check that required information is complete, confirm the appointment preference, and assign a coordinator. A team member approves the next action.
Source: Sample intake playbook · §2
Source: Sample intake playbook · §2
This is a prewritten example of a source-based response. It does not call an AI service or provide clinical advice.
See what powers the experience.
Illustrative application resource usage.
Application environmentDemo only
Next operational actionReview capacity
Bring deployment status, resource trends, and outstanding operational tasks into one view. All values here are illustrative.
How we work
From a good question
to a working solution.
Clear scope. Visible progress. Thoughtful decisions at every step.
01 /
Understand
Define the people, workflows, constraints, and outcome that matter.
↗ A shared problem statement02 /
Shape
Map the experience, choose the architecture, and agree on a useful first release.
↗ A practical delivery plan03 /
Build
Develop in visible increments, with feedback and testing along the way.
↗ Working software to review04 /
Launch & evolve
Prepare deployment, document the handover, and prioritize what comes next.
↗ A foundation to build onTHE ISOSPINS POINT OF VIEWTechnology moves.
Technology moves.
People give
it purpose.
Why Isospins
Curiosity in the thinking.
Care in the making.
We bring AI consulting, data engineering, application development, and cloud expertise into one conversation. Our starting point is the business problem you want to solve.
That means asking better questions, making technical choices explicit, and shaping a first release you can understand and review.
Get to know IsospinsIdeas to move you forward
A little clarity.
A better starting point.
Before we begin
Good questions.
Straight answers.
Can you help us shape an early idea?
Yes. We can start with discovery: identify the users, map the workflow, explore technical constraints, and define a practical first release. You do not need a complete specification to start the conversation.
Can you improve an existing application?
We can review the application, its architecture, and the changes you need. That review helps define whether to improve specific parts, add integrations, or plan a broader modernization.
Does every project need AI?
We assess AI against the task, available information, and expected benefit. The recommendation follows the problem. Straightforward software and automation can often provide the right foundation.
Which industries do you serve?
Our industry practices cover healthcare and life sciences; banking and insurance; legal and professional services; retail and e-commerce; manufacturing and supply chain; and government, education, and energy. Healthcare app development is one practice within our wider AI, data, and cloud consulting business.
How do you approach healthcare data?
Data flows, access controls, retention, and relevant contractual requirements are part of project discovery. Our public demonstrations use synthetic data. Please keep patient information out of project inquiries.
How are scope, timing, and cost determined?
They depend on the application, integrations, and delivery requirements. The proposed engagement should set out deliverables, responsibilities, milestones, and pricing before implementation begins.
For small and midsize businesses
A useful first project.
Room to build from there.
Start with one recurring task, one team, and a scope you can evaluate. Connect AI, reporting, and cloud decisions to the way your business operates.
Document & knowledge workflows
Help your team find approved information, organize incoming documents, and prepare work for review. Start with one document type or one knowledge workflow, with source access and human decisions clearly defined.
Explore this starting pointBusiness reporting & data integration
Bring selected business systems into a reporting workflow your team can understand and maintain. Start with one recurring decision, the information behind it, and clear definitions for the numbers being reviewed.
Explore this starting pointCloud cost review & modernization
Connect cloud spending to the applications and business activity it supports. Review one environment or workload, identify changes worth assessing, and plan modernization with operational ownership and rollback in view.
Explore this starting pointLet's build something useful
Big idea. Complex challenge.
Let's find your next step.
Start a conversation about your application, AI opportunity, or cloud environment.