StartupLabs is a senior-led AI development company delivering AI, ML, and agentic automation (LLM apps and document AI) as AI development services for startups and US operators. We don't sell “AI”; we automate a named, costly workflow with a dollar-ROI, and keep a human in the loop. 5.0★ on Clutch, a US office in North Carolina.
The AI vendors that win automate one expensive workflow end-to-end. That's how we build: pick the costly, repeatable job, prove the automation on your real data, and ship it into production with guardrails and human review.
Multi-step agents that read, decide, and draft across your tools (order intake, back-office processing, research and reconciliation) with exception routing to a person.
Assistants grounded in your data with RAG, drafting, classifying, and answering against your own content. Generative AI →
Ingest PDFs, emails, and forms; extract and structure them; feed the result into your ERP or workflow. The highest-ROI AI most operators can deploy.
A production AI product (data, evals, UI, and scale) shipped in weeks and built to grow past the pilot.
We've shipped production AI across property, research, compliance, and healthcare data.
Relevant builds: Quicklink Financial AI lead engagement → · Formatr document AI → · healthcare data analytics →
AI reads email/PDF/fax POs, SKU-matches, and drafts the order into your ERP.
See the playbook →Ingest client docs, classify and extract, prep workpapers for human review.
See the playbook →Prior-auth packet builder and denial-appeal drafting, human-in-the-loop and audit-trailed.
See the playbook →Voice notes and photos become daily reports, RFIs, and change-order drafts.
See the playbook →Off-the-shelf tools stop where your workflow gets specific. We build AI around your data, rules, and systems, automating the part that generic tools can't, and integrating with the ERP or CRM you already run.
Yes, by default. The AI drafts and flags; a person approves anything that carries risk. We build the review queue and the audit trail as part of the system.
We start with a fixed-fee audit/pilot (a few thousand dollars) that proves the automation on your real data. Production builds generally run $40,000–$150,000 depending on scope; the pilot is credited toward the build.
We're a senior-led studio with a US office in North Carolina, 100% Upwork Job Success, 5.0★ on Clutch, and live AI products in production. You work directly with the senior-led team, founder included, 4–8 hour response.
Book a 15-minute call. We'll pick the highest-ROI workflow to automate and tell you what it'd take.
Book your call →