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Purpose-Built Models. Your Data. Your Control.

We fine-tune and deploy open and frontier-class models — Kimi, GLM 5.2, and NVIDIA NIM microservices — purpose-built for your domain, hosted where you need them.

Off-the-shelf frontier models are brilliant generalists. Your business needs a specialist. Kimbodo builds purpose-built LLMs on top of leading open-source foundations:

  • Kimi (Moonshot) — long-context reasoning models tuned to your document corpus and workflows
  • GLM 5.2 — open-source deployment for teams that need full weight ownership and on-prem/VPC control
  • NVIDIA NIM microservices — containerized, GPU-optimized inference you can run on any major cloud, Oracle, or NeoCloud infrastructure

What’s Included

  • Use-case discovery & data readiness assessment
  • Dataset curation, cleaning, and eval-set construction
  • Supervised fine-tuning / LoRA adaptation
  • Benchmark & regression evaluation against your real tasks
  • Deployment (cloud marketplace, VPC, or on-prem) with inference cost modeling
  • Handoff docs + optional managed retraining cadence

Pricing Tiers

TierScopePrice (proposed)
Pilot1 use case, 1 open model (GLM/Kimi), eval report + hosted demo$15K
ProductionFine-tuned model, deployed to your cloud w/ inference pipeline + monitoring$40K
FleetMulti-model program (incl. NIM catalog), retraining cadence, cost dashboards$75K+ / custom

How We Work

1. Assess  →  2. Package  →  3. Build  →  4. Harden  →  5. Hand over or manage

Need secure hosting for your model? See NemoClaw™ Secure Agents — secure hosting and governed autonomy for the models we build with you.