AI Startups · sprint
Brand Sprint shaped for AI Startups & ML Platforms: LLM-native engineering, real evals, and infra cost discipline. Two-week verbal + visual brand identity sprint with full design system and tokens.
service
Brand
industry
AI Startups
timeline
2 weeks
mode
sprint
specific fit
Most AI startups burn the same way: a brilliant prototype, a six-month effort to "make it production," and an OpenAI bill that grows faster than revenue. Sage Ideas builds AI-native systems the way they should be built — RAG pipelines with measurable evals, prompt versioning under source control, LLM cost tracking per request, and the boring infrastructure that turns a demo into a real product.
The single-user prototype hits 50 RPS and falls apart — rate limits, hot keys, streaming connections that pile up, and timeouts that take the whole worker pool down. We harden the request lifecycle: queues, backoff, circuit breakers, and the model-routing layer that keeps latency budgets intact.
Positioning + messaging house (Notion brand book) Voice + tone guide with do/don’t examples Primary + secondary logo set (SVG, PNG, monochrome, favicon) Type system (display, body, mono) with web-loaded fallbacks
This route does not pretend the engagement includes marketing site implementation (pair with ship), photography / video production, trademark search / legal registration (we recommend a partner), print collateral beyond the basics.
route to revenue
Each page is unique to the service and industry pair, but the conversion path stays simple: qualify the problem, inspect proof, then book the right first move.
01
The buyer is looking for brand in a AI Startups context.
02
LLM orchestration in production: tool-use, function-calling, structured output, multi-step agents, and the streaming UX that does not fall apart on retries — across OpenAI, Anthropic, Gemini, and open-weight models.
03
Brand Sprint: 2 weeks, $2,500.
04
Move into checkout or booking depending on whether the offer is self-serve.