Manufacturing
-38%
defect escape rate
Vision inspection cut defect escape rate by 38%
A custom computer-vision pipeline inspected parts on the line in real time, catching defects human review missed and reducing scrap across three plants.
Custom AI, engineered for your business
Intelligent systems,
built around your hardest problems
Koda designs and ships custom AI solutions that fit your data, your workflows, and your goals — from first prototype to a system you can trust in production.
- 40+
- AI systems shipped
- 12
- industries served
- 3x
- average ROI
- 6 wks
- to first deployable
Capabilities
Full-stack AI, not just a model
We cover the entire surface of applied AI. Each engagement draws from these capabilities — composed into a system built for your specific problem.
Generative AI & LLMs
Custom copilots, assistants, and fine-tuned models grounded in your private knowledge — not generic chatbots.
Retrieval & Knowledge Systems
RAG pipelines that turn scattered documents and databases into trusted, cited answers your teams can act on.
Computer Vision
Defect detection, monitoring, and analytics from images and video at industrial scale.
Predictive Analytics
Forecasting and decision models that surface what's next across demand, risk, and operations.
AI Agents & Automation
Autonomous workflows that plan and execute multi-step business processes end to end.
MLOps & Deployment
Secure, observable pipelines that run your models reliably in production — with guardrails and monitoring.
Built to run in your environment, under your rules
- Deploys in your cloud, on-prem, or hybrid
- Role-based access and audit-ready logging
- Human-in-the-loop guardrails by default
- Monitored in production, improved over time
Case Studies
Outcomes, measured
A sample of the systems we've shipped. Every engagement starts with a measurable target — here's what hitting it looks like.
Financial Services
70%
documents automated
RAG automated 70% of inbound document processing
A retrieval system read, classified, and extracted data from thousands of unstructured documents daily — routing them with audit-ready citations.
Retail
+22%
forecast accuracy
Forecast accuracy lifted 22%, trimming excess inventory
A demand-forecasting model fused store, weather, and event signals to rebalance stock weekly and cut carrying costs.
Engagement
From problem to production, clearly
A structured path that de-risks custom AI. You see working software early, and you always know what comes next.
Step 01
Discover
We map your data, systems, and the real decisions behind the problem — and define what success looks like in numbers.
Step 02
Architect
We design the solution architecture: models, data pipelines, integrations, and the guardrails that keep it safe.
Step 03
Build
We engineer the system in tight iterations, with working prototypes in your environment from the first weeks.
Step 04
Validate
We benchmark against your KPIs, stress-test for failure modes, and harden security and compliance before launch.
Step 05
Deploy & Scale
We ship to production with monitoring and observability, then improve the system as your data and needs evolve.
6 weeks to first deployable
A working system you can evaluate — not a slide deck.
Security & compliance first
Guardrails, access control, and audit logging from day one.
Owned, not rented
You own the system and the code — no lock-in, no per-query fees.
Consultation
Let's scope your AI opportunity
Tell us about the problem you're trying to solve. In a free consultation we'll assess feasibility, outline a path, and tell you honestly whether AI is the right tool for the job.
- A 45-minute working session with a Koda engineer
- A feasibility read on your specific problem
- A rough architecture and timeline — no commitment