Strategy that survives contact
We take the outcome you need and engineer the path to it — commercial, technical and operational. Not a deck. A route with dependencies, gates and a defensible cost.
Boutique enterprise consulting · since 2000
Serious systems,
built correctly,
the first time.
We are the firm brought in when the architecture has to hold — at carrier scale, under regulatory load, with the previous attempt still smoking. Twenty-six years of strategy, solution engineering and remediation, delivered by practitioners who have run the systems they are asked to fix.
- 26yrs
- Continuous practice
- 100M+
- Daily users on architectures we defined
- 417
- Hospitals remediated in six months
- 99.999%
- Availability delivered under remediation
The practice
Strategic solutions today, using tomorrow’s technology.
Koi Consulting is small on purpose. We are a boutique firm of senior practitioners engaged by enterprises that cannot afford to be wrong — payers and providers moving regulated data, Tier-1 carriers virtualising the network, platforms clearing a million transactions a second.
The work divides cleanly. Either you are trying to reach an outcome and need a route engineered to it, or something has already been built badly and needs an honest assessment followed by real repair. We do both, and we are candid about which one you are actually looking at.
What has not changed in twenty-six years is the standard: qualified people, no outsourcing, no learning on your project, and the truth about what we find.
About the firmWhat we do
Four kinds of problem
Rapid determination and solution engineering for business problems that technology actually solves — and the discipline to say when it does not.
Remediation of what already broke
We are frequently the second team in. We give a true assessment of what was built, what it costs you, and what it takes to make it correct — then we do the work.
Automation and applied intelligence
Traditional workflow replaced with parallel, instrumented, machine-assisted execution. Efficiency becomes structural rather than a headcount question.
Architecture at carrier scale
Systems designed to hold at a hundred million users a day, five-nines availability and regulated data — because that is the environment we came up in.
Technical debt & modernization
We rewrite the systems nobody else will touch
Entire platforms or single subsystems. Reverse engineered from what actually runs, rebuilt to be maintainable, and verified against the incumbent before anything is cut over. Client identities withheld; elapsed times stated exactly.
01 · Legacy modernization
41
Modules rewritten
Forty-one COBOL modules reverse engineered from an undocumented production system and rewritten as maintainable production COBOL — ready for parallel testing as stage one of a multi-stage modernization.
Read 02 · Abandoned software recovery4 days
Elapsed time
A discontinued control-center application reverse engineered and refactored to run on current Android, restoring full control of hardware the manufacturer no longer supported.
Read 03 · Language migration14 days
Elapsed time
A legacy Laravel codebase with no maintainer recovered, specified, rebuilt as function-based Rust, and fully tested — production ready in fourteen days.
Read 04 · Performance engineering33%
Latency reduction
Where the stock driver was the constraint, we wrote a purpose-built binary protocol client for the client’s specific access pattern — measured at a third less latency and a third less bandwidth.
ReadApplied artificial intelligence
Principal co-founder of Orchard AI
Sovereign AI Infrastructure
The operating system for an enterprise that runs on AI.
Model hosts rent you capacity. Orchard gives you an operating system: a governed runtime where models, memory, tools and agents are components you own, swap and compose — running on your metal, under your policy, learning your business.
Koi is a principal co-founder of Orchard AI, and we deploy it. That means our AI practice is not advisory theater built on someone else’s API — we build the operating system, we run it in production, and we install it inside your perimeter.
Recall replaces re-derivation; local routing absorbs work that never needed a frontier call.
Response-shaping cuts generated tokens without loss of technical fidelity.
Sovereign deployment keeps regulated workloads inside the perimeter by construction.
Rulesets are published, not shipped. Enforcement is live estate-wide the moment a control changes.
Economics reflect platform-instrumented savings measured against the same workloads run without recall, routing and response-shaping enabled. Realized figures vary with workload mix, model selection and deployment topology.
How we are different
Fortune 500 outcomes without the Fortune 500 apparatus
Senior practitioners only
Every consultant has operated in your field before they touch your project. You are not anyone’s training exercise, and we do not staff to fill a bench.
Nothing is outsourced
We do not subcontract delivery to third-party organisations. The people who scope the work are the people who execute it, managed directly by us.
Multi-disciplinary by design
Our teams are deliberately small and cross-capable. One person covers what a larger firm would bill as three roles, which is why the economics work.
The truth, always
Problems cannot be solved if the real issue is hidden or softened. We tell you what we actually found — including when the answer is that you should not proceed.
Industries we serve
Domain competence, earned in production
Every vertical below represents systems we have designed, deployed or repaired under real operational and regulatory pressure.
- 01HealthcarePayer and provider infrastructure, EDI, and health information exchange under active regulatory load.
- 02TelecommunicationsTier-1 carrier architecture: virtualization, orchestration and the operational systems around them.
- 03Financial ServicesTransaction correctness and platform remediation where an error is measured in money.
- 04Commerce & LogisticsHigh-transaction commerce, supply chain and the data platforms underneath them.
- 05Real Estate & BuildingsThe building as a network: automation, connectivity, sensing and access.
- 06Security & ComplianceEnforcement rather than intention, on-premises and in cloud.
Common questions
Koi Consulting, answered plainly
What does Koi Consulting do?
Koi Consulting is a boutique enterprise technology and business strategy consultancy. The firm engineers solutions to business problems that technology genuinely solves, remediates infrastructure and workflows that were built incorrectly, automates traditional processes, and deploys applied artificial intelligence and data analytics. It has been in continuous practice since 2000 and is registered in Florida as Koi Consulting, LLC.
What industries does Koi Consulting serve?
Koi Consulting serves healthcare, telecommunications, financial services, commerce and logistics, real estate and building systems, and security and compliance. Representative work includes ANSI X12 and ICD-10 remediation for payers and providers, NFV and virtualized Evolved Packet Core deployment for Tier-1 carriers, trading platform remediation, and commerce infrastructure engineered at one million transactions per second.
How is Koi Consulting different from a large consulting firm?
Koi Consulting employs only qualified senior practitioners with prior experience in the client field, does not outsource delivery to third-party organisations, and staffs multi-disciplinary teams where one consultant covers work a larger firm would bill as several roles. The firm states plainly that it does not use the client as a learning experience. The stated aim is Fortune 500 outcomes without Fortune 500 cost.
Is Koi Consulting involved with artificial intelligence?
Yes. Koi Consulting is a principal co-founder of Orchard AI, a sovereign AI infrastructure platform described as the operating system for an enterprise that runs on AI. Because the firm co-authors the runtime, memory layer, governance hooks and model routing gateway, its AI practice deploys and operates that platform inside client infrastructure rather than advising on a third-party API.
Where is Koi Consulting located?
Koi Consulting is headquartered in South Florida, United States, and serves clients globally. The firm can be reached on 1.646.623.0970 or at info@koiconsults.com.
How long has Koi Consulting been in business?
The principal engagement record begins in January 2000, giving more than twenty-six years of continuous practice. Koi Consulting, LLC was filed as a Florida limited liability company on 27 January 2014.
Connect with us
There are no problems — only
solutions not yet discovered.
Our team is ready. Tell us what has to be true twelve months from now, and we will tell you honestly whether we are the right firm to get you there.