We built ours. We'll build yours.
Chosen HQ is an AI/data-science shop that ships fast. Custom recruiting automations, internal AI tools, product features, integrations. Our agentic talent system is the reference implementation. Yours is next.
Chosen is what we ship to ourselves.
The entire agentic stack — Sourcing Agent, Scheduling Agent, claim-by-claim match scoring, semantic search, MCP server, custom dashboards — that's not vaporware. It's running in production for paying customers. It's also our resume. If we can ship that as a product, we can ship the AI tool you've been pushing into next quarter.
Working software, shipped fast.
Recruiting, internal tools, product features, integrations. If it's an AI/data-science problem, we'll scope it Monday and start shipping by Friday.
Recruiting automations
Custom sourcing pipelines, ATS integrations, candidate scoring engines, outreach automation. We've built this stack for ourselves — we'll tailor it to yours.
Internal AI tools
RAG over company docs. Agent runners. MCP servers. Slack/Teams bots that actually read your data. Internal copilots scoped to your workflows.
Product features
LLM-backed features dropped into your existing app. Search-by-meaning, autofill, summarization, claim extraction. Real product code, not a tacked-on chatbot.
Data infrastructure
Eval harnesses, agent observability, custom embeddings, retrieval pipelines. The unsexy part that decides whether your AI feature actually works in production.
Integrations & connectors
Custom Gmail / Calendar / Zoom / Notion integrations — or anything else your stack speaks. Agents that move data across systems without humans copy-pasting in the middle.
Rapid prototyping
Working demos in days. Production-grade in weeks. We fight the urge to over-engineer because the ship date is the strategy.
Why this isn't a vibes-coded chatbot.
We build at startup speed.
No enterprise overhead. No 12-week discovery phases. We scope on a 60-minute call and start shipping that week. You get a senior engineer, not a junior consultant with a slide deck.
We do the data science, not just the prompt engineering.
Evals, retrieval, embeddings, fine-tuning, agent architectures, observability. The boring foundations that make AI features work in production instead of just in demos.
We ship production, not prototypes.
Chosen runs in production for paying customers — that's our bar. Whatever we build for you gets the same scrutiny: real error handling, real observability, real maintenance plan.
Scope on Monday, ship by Friday.
Scoping call
60 minutes with the engineer who'll actually build it. No account managers, no funnel through sales. We ask what the unfair advantage is — and whether building it is the actual leverage.
Spec & estimate
Three days. You get a written spec, a build estimate, and a weekly schedule. No fixed-bid theater — if scope changes, we'll tell you on day three, not day thirty.
Build sprint
Two to six weeks for most projects. You get a working build at the end of every week. We deploy to your environment or ours, your call.
Ship & iterate
We ship to production. Real users. Real feedback. We fix what's broken in the first two weeks before anyone calls it "done."
Maintain or hand off
We can keep maintaining it on a small monthly retainer, or hand the codebase to your team with a documented runbook. Your roadmap, your call.
Got a hard AI problem?
Bring it.
Tell us what your roadmap keeps sliding to next quarter. We'll tell you whether it ships in two weeks or six.