Cost-guarded · Eval-drivenAI · LLMs · Automation

AI systems that actually save time.

Production AI features and automations — chatbots, internal copilots, RAG, workflow automation. Real evals, real cost guards, real ROI.

See what we build
What we ship

AI you can charge for.

Website AI chatbots

Lead-capture chatbots like the one on this site. Built on your own data.

Lead captureRAGStreaming

Internal AI copilots

AI tools for ops, sales, support teams — wired into your stack.

Tool useInternal toolsAuth

Workflow automation

Replace manual ops — triage, classify, draft, route. Webhooks + LLMs.

WebhooksTriageDraft

AI support systems

Self-serve answer bots backed by your docs, tickets, and product.

RAGEmbeddingsVector DB

LLM integrations

Drop AI into existing products — features, not science projects.

OpenAIAnthropicGemini

Evals + cost guards

We measure quality and cost so AI features stay shippable in prod.

EvalsCachingRate limits
How it works

From scope to ship in 5 steps.

01

Discover

Find the highest-ROI AI use case in your stack.

02

Prototype

Working prompt + tool loop in days, not months.

03

Eval

Measure quality on real data before going live.

04

Ship

Wire it into prod with cost + rate guards on.

05

Iterate

Tune prompts and routes against real usage.

Why Octidev

Real AI eng, no demo-ware.

Predictable $

Cost-guarded

Caching, rate limits, smaller-model fallbacks — predictable bills.

Tested

Eval-driven

Quality is measured, not vibe-checked. Catch regressions before users do.

Any model

Provider-agnostic

OpenAI, Anthropic, Gemini, open models — pick by job, not by hype.

Prod-grade

Production patterns

Streaming, tool use, structured output — what production AI actually needs.

Ready to ship real AI?

Free 30-min call. We’ll tell you which AI feature is worth shipping, and which one to skip.

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· No sales theatre· EST-overlap engineers· 48h written estimate