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Blackline AI
Founder‑led AI Studio

Principal‑led builds with measurable ROI

LangGraph/LangChain orchestration • RAG + pgvector/Pinecone • Structured outputs • Observability (Langfuse) • Guardrails (NeMo/Llama Guard) • vLLM/TGI serving • Azure OpenAI/AWS Bedrock/Vertex AI • n8n/Make.

Productized Bundles

Time‑boxed sprints with clear deliverables, acceptance tests, and fixed pricing.

Lead Intake & Routing Sprint
Turn website, phone, email & SMS into qualified appointments in your CRM.
Duration: 4 weeks • Pricing: $12k–$18k fixed
  • Unified intake (web/email/SMS) → CRM with dedupe & enrichment
  • Auto‑qualification & round‑robin routing
  • Booking links + reminders (TCPA‑aware)
  • Metrics dashboard (appointments, SLAs, conversion)
Tech tags: LangGraph/LangChain • OpenAI Structured Outputs • pgvector/Pinecone • n8n • Langfuse
Acceptance tests:
  • ≥95% of new leads enriched & routed within 60s
  • +10% booked appt rate vs 30‑day baseline
  • Rollback to previous flow in <60s
Lease & Rent‑Roll OCR Pack
Extract key fields from leases/rent‑rolls and push clean data into AppFolio/Buildium.
Duration: 3 weeks • Pricing: $8k–$15k fixed
  • OCR → JSON schemas for leases, invoices, rent‑rolls
  • Validation rules & exceptions queue
  • Push to AppFolio/Buildium/Yardi
  • Accuracy dashboard + sampling harness
Tech tags: Textract/Cloud Vision • OpenAI Structured Outputs • Python PDF parsers • Langfuse + RAGAS sampling • NeMo/Llama Guardrails
Acceptance tests:
  • Field‑level accuracy ≥98% on gold samples
  • Exception review time <2 min per doc
  • Zero data loss across retries
Comp & Outreach Agent
Find comps, generate insights, and run warm outreach to motivated sellers.
Duration: 6 weeks • Pricing: $18k–$30k fixed
  • Comps pipeline (public + licensed data compliant)
  • RAG + rerankers for property briefs
  • Warm outreach agent with guardrails
  • KPI dashboard + eval suites
Tech tags: LangGraph/CrewAI • vLLM/TGI • pgvector/Weaviate • W&B/RAGAS • NeMo Guardrails
Acceptance tests:
  • Qualified seller conversations +20% vs baseline
  • Latency p95 < 2.5s on property briefs
  • Opt‑out honored instantly (TCPA/Fair Housing compliant)

Work directly with the principal (and a small, vetted bench)

Principal-led delivery. Vetted specialists for bandwidth and continuity.

Chad Thomas
Chad Thomas
Founder & Principal Consultant

I design, build, and deploy production AI agents with RAG, guardrails, and observability. Real‑estate automations, OCR→CRM, LLM apps, and n8n/Make orchestration—delivered to production with clear acceptance tests.

  • LangGraph/LangChain
  • RAG + pgvector
  • Langfuse observability
  • NeMo/Llama Guardrails
  • vLLM/TGI serving
Available