AI Software Development
Practical AI that ships to production — not just demos.
Overview
Why teams choose Kryon for AI Software Development
We build production-grade AI systems with the right mix of LLMs, classical ML, and deterministic code. Custom-trained models, RAG pipelines and tool-using agents — all wrapped in software you can monitor, govern and trust.
What We Do
Core capabilities
Custom Models
Fine-tune, distill or train from scratch when off-the-shelf isn't enough.
RAG Pipelines
Vector + hybrid search over your knowledge base with quality evals.
LLM Integration
OpenAI, Anthropic, Gemini, Mistral or open-weight — chosen per use case.
Guardrails
PII redaction, jailbreak detection, output validation and policy controls.
Evals & Monitoring
Continuous regression suites, drift detection and prompt versioning.
Human-in-the-Loop
Review queues, feedback capture and continuous improvement loops.
Outcomes
What you can expect
How we work
Our delivery process
Define
Use case, success metric, risk profile.
Prototype
RAG / agent prototype with sample data.
Harden
Evals, guardrails, observability.
Operate
Continuous monitoring and model refresh.
Tech Stack
Tools & technologies we use
Modern, battle-tested choices — picked per workload, not per resume. We integrate with whatever you already run.
Industries We Serve
Domain expertise that travels
Two decades of shipping software across heavily regulated, data-rich and operationally complex industries.
FAQs
Frequently asked questions
Do you use our data to train shared models?
Never. Your data is yours, and we deploy in private tenants when required.
How do you handle data security and IP protection?
Every engagement starts with an NDA. We follow ISO 27001 controls — locked-down workstations, VPN-only access, encrypted backups, and least-privilege repository access. All IP, source code and design files transfer to you on delivery.
What does pricing look like?
We offer fixed-price for well-defined scope, time-and-materials for evolving work, and dedicated-team retainers for long-term partnerships. Most clients start with a fixed-price discovery and convert to a retainer after the first release.
Do you offer a trial or paid pilot?
Yes — for new partnerships we run a 2-week paid pilot with a clear deliverable. If you're not satisfied, we part ways with no further commitment.
How do you communicate during the project?
Daily async updates, twice-weekly standups, weekly demos, and a dedicated Slack channel. You'll always know what's shipping next, what's blocked, and where the team needs your input.
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Ready to get started with AI Software Development?
Tell us about your project. You'll hear back from a senior architect within one business day.