Innarticles AI Lab

Assess • Build • Deploy

Custom AI for real workflows We stitch the best existing AI into production systems to automate complex processes end‑to‑end.

Start a project See how we work

We’re software/AI innovators who have shipped product‑led AI systems and now help enterprises move from idea to impact fast.

Abstract chip/board close‑up representing AI infrastructure

Assess

AI readiness scans, problem framing, ROI modeling. We map existing systems and high‑leverage automation seams.

Build

Rapid prototyping to reliable services: agents, RAG copilots, computer vision, speech/NLP, and data pipelines.

Deploy

Secure, monitored, and scalable rollouts to cloud/on‑prem. We own the last‑mile integrations and ops.

We specialize in workflow automation

We combine best‑in‑class AI components with pragmatic software engineering to automate multi‑step business processes across teams, tools, and data silos.

  • Document & email triage, routing, and drafting
  • Copilots for ops, sales, and support (RAG over your data)
  • Data extraction & validation from PDFs, portals, or forms
  • Voice/telephony agents, meeting notes, and EHR/CRM flows

Stack & integrations

We use your stack (or ours): cloud functions, containers, vector DBs, observability, and modern MLOps.

OpenAI Anthropic HuggingFace LangChain LiveKit Postgres Kafka Cloud Run / GKE

A simple, outcome‑driven engagement

  1. 01
    Discovery (1–2 weeks). Interviews, systems map, and success metrics.
  2. 02
    Pilot (2–6 weeks). Narrow scope, measurable ROI, deployed to real users.
  3. 03
    Scale. Hardened services, monitoring, governance, and hand‑off.
Talk to an engineer
Team collaborating around laptops and whiteboard

Where we’ve delivered

Healthcare ops

Automated intake, triage, and documentation with voice agents and EHR integrations.

Financial services

KYC document parsing, portal automation, and risk analytics pipelines.

Customer operations

Email/chat copilots, knowledge‑base RAG, and multi‑system workflow bots.

Let’s build your automation roadmap

Tell us about your process bottlenecks and data sources. We’ll suggest a pilot that proves ROI fast.

hello@innarticles.ai Book a 20‑min call

We usually respond within 1 business day.