Skip to content
Samach Innovations
For healthcare operations and technology teams

Healthcare AI.
Less manual work.
Better connected IT.

AI-assisted medical coding and billing, revenue cycle workflows, EHR integration, and dependable IT—built around the way your team works.

Start with your workflow, existing systems, and the outcome you want to measure.

Illustrative healthcare professionals reviewing a digital workflow together
AI assistance. Connected systems. Human review.
HEALTHCARE + ENGINEERING + OPERATIONSIllustrative image
Built around your role
Choose the workflow you need to improve

Healthcare expertise.
Practical engineering.

From administrative work to the systems behind it. Start with one focused problem.

01

Medical coding & billing automation

Assist with coding and billing workflows, route exceptions for review, and identify repetitive steps that can be automated.

Discuss coding & billing
02

Revenue cycle management

Connect administrative handoffs and prioritize follow-up work. Set measurable goals for turnaround, rework, and denial handling.

Explore revenue cycle workflows
03

EHR integration & interoperability

Map information between systems and design interfaces around the data, permissions, and workflows your organization needs.

Explore healthcare integration
04

Healthcare software development

Build applications, internal tools, and integrations around the people using them, with clear requirements and review points.

Explore software engineering
05

Managed IT & cloud support

Support reliable operations with cloud architecture, monitoring, maintenance, and recovery planning.

Explore cloud & IT
06

Healthcare data & analytics

Bring operational data together so teams can see bottlenecks, evaluate changes, and make better informed decisions.

Explore data engineering
How AI fits into the work

Assist the workflow.
Keep people in control.

An illustrative workflow, not a live product or a customer result.

  1. 01

    Connect approved information

    Define the sources, permissions, and data needed for the task.

  2. 02

    Prepare an AI-assisted draft

    Organize information or suggest the next action within an agreed scope.

  3. 03

    Review and resolve exceptions

    A designated team member checks the output before it moves forward.

  4. 04

    Measure and improve

    Track quality, review effort, and turnaround against the starting baseline.

Example: administrative document routing

From incoming document to reviewed handoff.

A proposed workflow to explore during discovery. Feasibility depends on your systems.

  1. Incoming document
  2. Suggested category
  3. Staff review
  4. Approved destination
Integration planning

Start with the systems
you already use.

EHR, billing, cloud, and reporting systems each come with their own constraints.

Bring your system names, interface documentation, and the workflow you want to connect. Discovery should establish what is available, what needs vendor approval, and how exceptions will be handled.

  • Map data ownership, meaning, and access.
  • Review API availability and FHIR requirements where relevant.
  • Define monitoring, reconciliation, and support responsibilities.
Explore integration planning
Security & responsible AI

Make data boundaries
part of the plan.

Before sensitive data enters a workflow, establish the requirements, responsibilities, and approvals for the intended use.

Explore responsible AI
01

Data access & handling

Discuss permitted data, access roles, retention, and where processing would take place.

02

Human review & evaluation

Define review points, exception handling, quality checks, and monitoring.

03

Procurement & security review

Request documentation applicable to your proposed engagement, including any required contractual arrangements.

Please do not send patient information through the website inquiry form.

A focused path to implementation

Define success before
you build.

See our delivery approach
01

Discover & scope

Map the current process, constraints, and baseline. Agree which outcome is worth improving.

02

Pilot & evaluate

Test a focused workflow with agreed review criteria. Compare quality and effort against the baseline.

03

Integrate & operate

Plan rollout, documentation, monitoring, ownership, and support before expanding the scope.

What to measureManual handling timeException & rework ratesWorkflow turnaroundOutput quality

Evaluation measures, not claims of achieved customer results.

Before we speak

Clear answers.
A useful first conversation.

Start with a specific workflow. We can discuss the right scope from there.

What happens in a discovery consultation?

We discuss your current workflow, systems, operational constraints, and goals. The aim is to identify a focused next step and the information needed to assess it.

Can we start with one workflow?

Yes. A focused use case makes it easier to define a baseline, agree review criteria, and evaluate whether a broader implementation is worthwhile.

Do you integrate with our EHR?

Integration depends on your vendor, available interfaces, permissions, and requirements. Share your system details so we can assess feasibility; this website does not claim a prebuilt connection to every EHR.

Will AI make final coding or clinical decisions?

The proposed scope should define which outputs need review, who is accountable, and how exceptions are escalated. Our approach includes human review; no autonomous clinical decision capability is represented here.

How do we discuss HIPAA and security requirements?

Raise security, data-handling, and contractual requirements during discovery and procurement review. Do not submit patient data through this website. Request and review evidence relevant to the specific engagement before sharing sensitive information.

How will we measure success?

Agree on baseline measures and acceptance criteria before a pilot. Depending on the workflow, these may include handling time, rework, turnaround, and quality—not an assumed percentage improvement.

A clear next step

Bring us one workflow.
Let’s define the next step.

Discuss your systems, operational goals, and constraints.
Start with a discovery consultation.

Book a discovery consultation
Simplifying IT
for a complex world.
Platform partnerships