Enterprise Consulting & AI
Modernize the Platform.
Automate the Workflow.
Deploy AI That Ships.
We build and ship real technical systems. Insurance carriers, hospital networks, government agencies, and startups that have outgrown their original infrastructure. When the work actually has to ship and perform, that's when organizations call us.
Insurance · Healthcare · Government
Industries where technical failure has real consequences
Architecture-First Thinking
Strategy grounded in the realities of implementation
Production AI Systems
Real integrations shipped to production, not demos
Direct Accountability
Senior practitioners on every engagement, no hand-offs
Problems We Solve
If any of these sound familiar, you are in the right place.
These are the problems organizations bring us. If one of them sounds familiar, it is worth a conversation.
Trapped in legacy systems
Your core platform was built for a business you no longer operate. Every change is expensive, risky, and fought for on a backlog that never gets shorter. The team dreads touching it.
Document operations running on manual labor
Trained professionals are spending most of their day on intake, classification, and data entry that a well-built AI system could handle at lower cost, higher volume, and better accuracy.
AI that never reaches production
You've explored AI, run a pilot or two, but nothing has shipped into real workflows. The gap between an interesting demo and a working production system keeps getting wider.
An initiative that has stalled
A critical platform project is behind schedule, over scope, or lacking the technical leadership required to make the decisions that would move it forward.
Architecture decisions made without confidence
The team is scaling but the codebase is not. Design decisions are made reactively, patterns are inconsistent, and nobody is fully confident in the direction.
A gap in senior technical leadership
You need CTO-level thinking: technology strategy, architecture governance, vendor management. But not the full-time cost and commitment of a C-suite hire.
What We Do
Our consulting engagements
Six engagements built around the technical problems organizations actually bring us. Complex systems, regulated environments, initiatives that need to ship and hold up.
AI Workflow Assessment & Implementation
Production AI that changes how work gets done — not pilot projects that go nowhere.
Learn more →Intelligent Document Processing
Turn document-heavy operations into automated, auditable workflows.
Learn more →Legacy Modernization Blueprint
A clear path from fragile legacy systems to modern, maintainable platforms.
Learn more →Architecture Review & Platform Strategy
An outside expert eye on your platform before a costly decision gets made.
Learn more →Cloud Platform Delivery
Cloud-native infrastructure and delivery pipelines that actually work in production.
Learn more →Fractional CTO & Engineering Leadership
Senior technical leadership on the terms that make sense for your organization.
Learn more →Featured Experience
Real engagements. Measurable outcomes.
A sample of the kind of work we do and the results we produce. All engagements are anonymized to protect client confidentiality.
AI-Powered Document Processing and Workflow Automation
The Challenge
A specialty insurance operation was processing thousands of policy documents, claims packages, endorsements, and supporting exhibits manually every week. Adjusters and operations staff spent the majority of their time on intake and data entry — work that required significant attention but not the judgment of an experienced professional. Processing delays averaged two to three days per submission, extraction accuracy was inconsistent across document types, and the team had no clear path to scaling throughput without adding headcount. The business needed a solution that could handle the full breadth of document variety, integrate cleanly with existing policy and claims platforms, and maintain the accuracy and auditability required in a regulated environment.
The Outcome
The pipeline handles the full document intake lifecycle at scale, with dramatically reduced manual intervention and measurably higher accuracy than the prior manual process. The operations team shifted from data entry to exception review and judgment-intensive work.
Legacy Platform Modernization for a Regulated Public Sector Organization
The Challenge
A mission-critical platform serving a regulated public sector organization had accumulated years of unresolved technical debt. The system was built on aging technology, tightly coupled throughout, and had no automated testing coverage. Every deployment was a high-risk event that required manual coordination and extended freeze windows. Feature requests that should have taken days were taking months, and the team had effectively stopped trusting the system to behave predictably. The organization had compliance obligations, public-facing service commitments, and a growing backlog of modernization requirements — with no internal capacity for the architectural lift required to make progress on any of them.
The Outcome
A platform that had become an operational liability was rebuilt into a maintainable, well-documented system that the team now deploys with confidence. Feature delivery velocity increased substantially, and the organization has a clear architectural foundation for its next phase of capability development.
Scalable Platform Architecture for a Diagnostics and Data-Intensive Product
The Challenge
A growing diagnostics company had built a functional product, but the underlying architecture was not designed for the data volumes, customer counts, or regulatory requirements the business now faced. Data pipelines that worked at early customer counts began degrading significantly as volumes grew. Multi-tenant data isolation was implemented inconsistently across the codebase, creating both performance and compliance risk. The engineering team was spending more time working around architectural limitations than delivering new capability. The business had active enterprise sales in progress and regulatory deadlines that required the platform to meet defined performance and compliance benchmarks. There was no margin for a full rewrite — the new architecture had to be delivered incrementally without interrupting active customers.
The Outcome
The platform now handles the data volumes and customer counts the business requires, with consistent multi-tenant isolation and the compliance posture needed to close enterprise contracts. The engineering team has clear architecture patterns to extend the system as the product continues to grow.
Why Protabyte
Not a dev shop. Not an agency. Not a generalist firm.
Most engagements fail because the wrong firm is running the project, not because the problem is too hard. Here is what makes us different.
Large consulting firms
You pay for the brand. Juniors do the work, seniors give the presentations, and the engagement runs longer than it needs to.
Development shops
They build what you spec out. If the approach is wrong or you are solving the wrong problem, that is on you.
Offshore agencies
Cost-effective for execution, but you need to know exactly what to build. Strategic judgment and architecture leadership are not in the package.
Individual freelancers
Great for contained, well-defined work. Not built for complex projects that need architecture ownership and someone accountable for how it all fits together.
Strategy and execution under one roof
We give you the strategy and build the thing. No handoff to a different team after the architecture review. The people who design it are the people who ship it.
AI that ships to production
We have shipped AI into live production systems, replacing manual work that was not sustainable. Not demos. Not pilots that sit on a shelf. Systems that run.
Deep experience in regulated industries
We have built in insurance, healthcare, and government long enough to know what actually matters in those environments versus what just sounds right in a presentation.
You work with seniors, not juniors
The people who scope your project are the people who work on it. No bait-and-switch after you sign.
Direct, honest communication
If something is not going to work, we say so upfront. We would rather have that conversation early than explain a failure six months in.
Built for hard problems
The projects that are behind schedule, technically messy, or that other firms underestimated are usually where we do our best work. We are not a good fit for simple greenfield apps.
Industries We Serve
Built for Regulated, Complex, and High-Stakes Environments
We work in industries where the cost of poor systems is high, compliance is non-negotiable, and technical decisions carry real business consequences.
How We Engage
Engagement models built around your situation
Every project is different. We scope around what you actually need, not a standard package we try to fit you into.
Assessment & Discovery
2-4 weeks, fixed fee
A focused 2-4 week engagement where we dig into your systems, workflows, or architecture and give you an honest picture of what is working, what is not, and where to focus first. Good starting point before committing to something larger.
Ideal for: Organizations preparing for a platform decision, exploring AI feasibility, or wanting an outside expert perspective before committing resources.
Start a conversation →Defined Engagement
3-6 months, scoped and fixed
Full delivery on a defined initiative: AI automation, legacy modernization, cloud migration, document intelligence. We own it from architecture through production handoff. Defined scope, clear milestones, not open-ended billing.
Ideal for: Organizations ready to execute a defined technical initiative with a consulting partner who will own the outcome.
Start a conversation →Fractional CTO
Ongoing, reviewed quarterly
Part-time senior technical leadership. We own the technology strategy, make architecture calls, oversee the team, evaluate vendors, and communicate up to leadership. For organizations that need a CTO but are not ready to hire one full-time.
Ideal for: Growth-stage startups, organizations between engineering leaders, or businesses facing a major technical transition.
Start a conversation →Embedded Partnership
Varies by scope, milestone-based
We work alongside your engineering team on a complex initiative, bringing specialized skills or senior oversight that your team does not have in-house. You keep your team, we fill the gaps.
Ideal for: Organizations with internal engineering capacity that need specialized skills, senior oversight, or additional bandwidth on a high-priority initiative.
Start a conversation →Advisory Retainer
Monthly, structured access
Ongoing access to senior technical judgment. Architecture reviews, code reviews, technology decisions, strategic questions. Structured as a monthly retainer with defined hours and clear scope.
Ideal for: Organizations that want a trusted technical advisor available on an ongoing basis without the cost of a full engagement.
Start a conversation →Platform Rescue
30-day assessment, then structured recovery
We come in, figure out what actually went wrong, sort out the vendor or team issues, re-establish direction, and get delivery moving again. For projects that have stalled or spiraled.
Ideal for: Organizations with an initiative that has stalled, a vendor relationship that has gone sideways, or a platform that is not delivering as promised.
Start a conversation →FAQ
Questions we hear before engagements start
The questions we hear most often before an engagement starts.
Development shops build what you spec out. They rarely push back on approach or flag when you are solving the wrong problem. Freelancers bring strong individual skills but not system-level judgment or ownership over how a complex project lands. Large firms bring reputation and process overhead, with juniors doing most of the work once the contract is signed. We work differently: senior people on your project from start to finish, who will tell you what we actually think, accountable for results.
Most start with a 30-minute call to understand your situation and see if there is a clear fit. If the problem is well-defined, we move into a scoping proposal. If more discovery is needed, we offer a 2-4 week assessment engagement to map the problem, validate what we are seeing, and define the right approach before anyone commits to a larger scope.
Our primary focus is insurance, healthcare, government, and enterprise organizations where systems are complex, data is sensitive, and the cost of poor technical decisions is high. We also work with SaaS companies and startups that need experienced architecture and engineering leadership for critical platform work.
Yes. We frequently work in hybrid models: providing architecture leadership while your team handles implementation, leading a defined workstream in parallel with your engineers, or acting as fractional technical leadership over an existing team. We adapt to what actually produces the best outcome.
We price based on scope and engagement type. Assessment work is typically fixed-fee. Implementation projects are scoped and priced as a defined engagement, not open-ended hourly billing. Fractional CTO and advisory retainers are monthly arrangements with defined access and deliverables. We are transparent about what a project costs before you commit.
Assessment and architecture review engagements: 2-4 weeks. Implementation projects: typically 3-6 months depending on scope and whether your team is co-delivering. Fractional CTO: ongoing quarterly arrangements. We can usually start within 2-3 weeks of a confirmed engagement and front-load the work that gives you early, visible progress.
Yes. Advisory retainers are available for organizations that want continued access to senior technical judgment after an initial engagement. Architecture reviews, technology decisions, code and design review, team oversight, ongoing strategic guidance. Many clients move from a project engagement directly into a retainer.
Still have questions?
We respond to every inquiry directly. No automated sequences. No sales development reps.
Start a conversation →Start a Conversation
Most engagements begin with a single call.
Tell us what you are dealing with. A platform that is slowing you down, document operations that need automation, an AI initiative that has not shipped, or a technology decision you want a second opinion on. We will respond directly, not hand you off to a sales process.
No commitment required. We respond to every inquiry directly.