Custom Development

Bespoke AI

Custom agents. Custom pipelines. AI systems that don't exist yet.

Kin Spark is what we productized. This is what we build when the problem is unique, the stakes are high, and off-the-shelf doesn't cut it.

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We build AI systems for problems that matter.

Not demos. Not prototypes. Production systems that handle real work.

Custom AI agents

Tuned to your domain, your data, your workflow.

Multi-agent pipelines

Orchestration layers that route between models based on task type, cost, and quality.

AI-augmented tools

Interfaces that make your team faster without replacing them.

Strategy consulting

Architecture review, model selection, cost optimization, safety design.

We don't build what's easy. We build what works.

Who this is for

  • You have a specific AI use case and the existing tools don't fit.
  • You've tried building it in-house and hit a wall.
  • You need someone who knows AI systems deeply and can build fast.

Example projects

A few things we've built recently.

Multi-Tenant AI Orchestration

Built a routing layer that selects the right LLM for each task based on cost, latency, and quality requirements. Reduced API spend by 60% without sacrificing performance.

Domain-Specific Knowledge Agent

Trained an AI on 10 years of internal documentation for a logistics company. Now handles tier-1 support inquiries that used to take 15 minutes, down to 30 seconds.

Jailbreak-Resistant Customer AI

Designed a pre-flight detection system that catches adversarial prompts before they reach the primary model. Zero successful jailbreaks in 6 months of production use.

How we work

01

Discovery call

We figure out if this is the right fit.

02

Scoping & architecture

We design the system before we build it.

03

Build & iterate

Weekly demos, tight feedback loops.

04

Deploy & transfer

We hand it off or stay on for maintenance.

Typical projects: 4-12 weeks. Pricing: $10K-50K+ depending on scope.

Let's talk.

If you have a problem that needs a custom AI system, we should talk. No sales pitch. Just a real conversation about whether we can solve it.