Koeo is the senior technical partner beside your team. We help you decide where AI pays off and what can wait, review what you build before it goes live, and build with you when it’s worth it.
For businesses with or without a technical team in-house.
Every business’s AI has three layers. Most need help with one; some need all three. Here is where we work.
Senior technical guidance, part-time
You or your team build. We help decide what to build and what waits, read the work before it goes live, and work through the hard technical choices with you. We advise; you decide.
For owners and teams who build with AI and want someone senior to read the work.
Build and integrate AI
Turn a useful idea into a working system. We build AI applications and workflows, connect them to your existing tools and information, and evaluate how well they perform.
Examples include technical knowledge assistants, account intelligence and internal workflow automation.
Improve AI infrastructure
Make the systems behind your AI fit the workload. We help with inference platforms, cloud architecture and deployment, balancing performance, reliability and operating cost.
For teams building a platform, moving beyond a pilot or improving an existing deployment.
Access controls, data boundaries and operational ownership are considered from the start.
Not sure which layer is yours? The free 30‑minute call finds it.
Four steps. At each one, you decide whether to go on.
Free
Tell us what needs to work better. We’ll say whether an assessment is the right first step.
Fixed price
A working session with your team, then a written diagnostic you keep.
What the assessment coversFixed-price proposal
We build or fix what is worth doing, or you do it yourselves.
A few hours a month
A senior partner who already knows your systems: decisions, reviews, the hard choices.
What ongoing guidance coversWork from before Koeo’s first clients: two internal tools for large enterprise teams, one independent consumer product and one Koeo prototype. Each study says where it comes from and what was measured.
Docs and source code
Ingestion pipeline
Citation grounding
Slack
From hours of waiting to answers in seconds.
Response time, not confirmed resolution. One knowledge base. Measurement details and user ratings are in the full study.
Sourced technical answers in Slack for customer-facing teams. Internal work built on a large enterprise software company’s existing AI platform.
Gainsight
Salesforce
Jira
Slack
Google Workspace
Claude Code
Account report generation
Account preparation in hours. Context on demand.
Observed experience, not a formal time study. Report generation and completed preparation are separate measures.
An internal AI workspace built to connect account information and actions across existing tools, with human review and established access permissions.
Document ingestion
Identity checks
Deterministic validation
AI evaluation
Responsive web app
From scattered health records to a source-linked Portrait.
A consumer health web app built end to end in approximately 3–4 months, with source-linked Portraits and automated quality checks before delivery. About 100 activated accounts during its beta; now closed.
GPUs
vLLM
GPU routing
From infrastructure setup to inference through a CLI.
Prototype timings vary with model size. One signed GPU partner MOU, for prototype access. Development concluded before production.
An independent prototype, abstracting GPU infrastructure, model serving and routing behind a developer interface built around vLLM.
Each drawing shows the system as its study describes it. None is a screenshot. Each study explains the context and results.
Founder & technical lead
The experience behind Koeo spans enterprise software, cloud infrastructure and security, from hands-on engineering and architecture to CIO and CEO roles. Since 2014, that work has included enterprise deployments, customer integrations and building products from the ground up.
You work directly with us on technical decisions and delivery. We bring in specialists where the scope calls for them, with clear responsibilities throughout the engagement.
Since 2014: engineer, architect, CIO, CEO.
Before Koeo
Companies he started
“Leave it alone”
is a real answer.
The right technical choice depends on what your business needs to achieve. We weigh usefulness, cost and reliability together, whether we’re building a system, improving infrastructure or helping your team decide what comes next.
Tell us what you want to build, improve or work through, and where things stand. We’ll read your inquiry and reply within two business days.
Discuss your challengeNeed help choosing a direction? Our optional assessment starts with a free 30‑minute call and ends with a written diagnostic. See assessment details.
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