Practical AI automation
Straightforward AI consultancy for businesses that want to automate their own pipelines.
I help teams ship real automations (documents, email intake, ERP workflows, reporting) without
six-figure vendor engagements. Clear scope, fast prototypes, clean handoff.
Recent example: Invoice processing system — 3 weeks, $12k total, client deployed themselves.
Free 15-min call to assess if automation makes sense for your situation.
Not sure what's possible?
Most companies don't know what's a weekend project vs a 6-month build vs "just buy a SaaS tool."
That's the gap I fill — showing you which is which with working proof.
- This invoice thing? 40 hours with Claude API. Here's the prototype.
- This other workflow? That's actually complex. Use [vendor], here's why.
- You're about to spend $200k on this? Here's the $2k version that does 80%.
I help you figure out what you can actually do yourself — the opposite of typical consultants who want dependency.
Discovery Sprint
Turn "we should automate this" into a concrete plan with clear build vs buy recommendations.
- Process map of current workflow
- Data quality assessment
- Build vs buy recommendation with cost projections
- Implementation roadmap
Proof-of-Concept Build
Working prototypes on your real data to prove feasibility before full commitment.
- Prototype tested on your actual data
- Architecture decision document
- Implementation guide for your team
- Cost breakdown (dev + operational)
Document Pipeline Implementation
Production-ready document extraction: PDFs to structured data with validation and error handling.
- Invoice/remittance/contract parsing
- Line-item extraction with validation
- Exception routing & review workflows
- Integration with your existing systems
How it works
You'll always know what we're building, why it matters, and what it costs.
No black boxes. No "AI magic" decks.
- Step 1: 30-minute intro call → define the outcome
- Step 2: quick discovery → confirm data + constraints
- Step 3: prototype → prove it works on your real samples
- Step 4: harden + handoff → docs, tests, monitoring
Good fit if…
You want automation you can own internally — not a forever-retainer.
- You have repetitive manual work (finance ops, docs, data entry)
- You're not sure if you need a vendor or can DIY
- You can provide a handful of real examples to start
- You want a practical path with measurable outcomes