LLM-backed intelligence wired cleanly into your server.
Smart, conversational features powered by modern LLMs.
Build window
5–7 days
Source
Yours.
A breakdown of what every ai build ships with by default — no upsells, no add-on tier games.
Modern AI integrations engineered for production: rate-limited, cost-controlled, and provider-agnostic. We support OpenAI, Anthropic Claude, and open-weight models, and we build proper guardrails so the AI behaves on a public server.
Typical use
Most ai bots ship in five days. Complex builds with custom integrations land in seven.
Standard features
Common scenarios where ai pays off — though we tailor every build to your specific brief.
AI handles tier-1 questions automatically and escalates only when needed — freeing your team to focus on real cases.
Auto-summarize long discussions, classify member-submitted content, and surface trending topics.
Ideation prompts, draft critique, brainstorming companions for writers, designers and developers.
Q&A bots trained on your specific docs — giving accurate answers grounded in your own content.
The technology stack we typically reach for on ai builds. Substitutions are fine if your team has a preference.
OpenAI / Claude / open-weight LLMs
Vector DB for retrieval (pgvector / Pinecone)
Redis for caching responses
Provider failover routing
A four-step delivery cadence we run on every project, without exception.
A short call or written brief to understand your community, scale, must-have features and what success looks like.
We architect the system, scope each feature, lock the brief and write a development plan you can review.
Engineers build with daily updates over project chat. Automated tests, code review and manual QA before launch.
Bot deployed to your hosting, full GitHub access, documentation walkthrough — then lifetime support kicks in.
The full handover package — what lands in your inbox the day your bot ships.
Complete GitHub repository with commit history. No licensing tricks — the code is yours forever.
Setup guide, command reference, deployment instructions and a video walkthrough of the architecture.
Bot deployed and running on your hosting environment. We help with the first deploy — or we host for you.
Two-hour response time over chat, indefinitely. Updates, fixes, future feature requests — all included.
The most common things clients ask before booking a ai build.
Most projects mix more than one. Pair ai with any of the below.
Send a brief and we'll respond with a tailored proposal in under 24 hours. The brief takes about fifteen minutes — no obligation.
5–7 day delivery · Source code on day one · Lifetime support
