Classy engineering. Startup speed.

Automation, Analytics & AI that feel inevitable

I design hands‑free operations for ambitious teams: automate the boring, wire up trustworthy data, and build platforms that scale. You get speed now and moats later.

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Automation that pays for itself

Cut manual work 50–90% with API‑first workflows, agents, and rock‑solid QA.

Analytics that move needles

From source‑of‑truth models to clean dashboards your team actually uses.

Platforms you can extend

Modular services with docs, tests, and deploy playbooks—no lock‑in.

$5M+

Value Delivered

50–90%

Manual Work Reduced

1–3 wks

Vertical Slice

99%

Uptime Targets

What we ship

Small teams, big systems. Start where ROI is highest.

Process Automation

Zapier/Make to custom microservices. Queue‑safe, idempotent, observable.

Python FastAPI Airflow n8n

Data & Analytics

From ingestion to semantic models and dashboards. Decisions, not noise.

SQL dbt Power BI Tableau

AI Assistants

LLM‑powered agents for support, intake, and knowledge. Guardrails included.

OpenAI vLLM RAG LangChain

Platform Engineering

APIs, event pipelines, auth, and CI/CD that scale without drama.

Docker GCP Azure Postgres

How we work

Clarity, speed, and measurable wins.

Map the value

90‑minute discovery to rank opportunities by impact × effort. We pick the top one.

Design the loop

Blueprint of the data/automation flow with success metrics and guardrails.

Ship the slice

Deliver a production‑ready vertical slice in 1–3 weeks. Real users, real ROI.

Scale or repeat

We scale the slice or tackle the next highest‑ROI item. Compounding gains.

Selected wins

Representative outcomes from recent builds.

-72% cycle time

Document intake automation

Email/uploads → classification → data extraction → validation → system of record. Human-in-the-loop when confidence dips.

+31% conversions

Analytics that sell

Unified customer model + clear dashboards and alerts. Teams act on leading indicators, not lagging reports.

Zero‑touch ops

Agent‑backed support

Multilingual AI concierge that triages, answers, and books across channels. Escalates cleanly with full transcripts.

-12 days DSO

Invoice‑to‑cash automation

Smart invoicing, reminders, payment links, fees minimization, and auto‑reconciliation. Faster cash, fewer write‑offs.

+2.8× pipeline

Outbound growth engine

Capture → enrich → AI‑qualify → route to rep or calendar. CRM‑first, compliant, with closed‑loop learning.

-18% stockouts

Demand forecasting & purchasing

SKU‑level forecasts with seasonality & promos; proposes POs by constraints. Cuts stockouts and working capital.

Ready to automate the boring?

Let’s scope a high‑ROI win and ship a vertical slice.

Book a Call Email me