01 · Audit
AI audit
Two weeks. Process mapping, real-opportunity identification, prioritized and honest roadmap. Deliverable: a document your team can act on.
- Diagnosis
- Roadmap
- ROI estimate
$ pinlop · AI adoption
$ analyze
Put AI into your operation. Without losing your mind.
Technical audits, fast prototypes, integrations with your systems, and training for your team. Engineering work — not PowerPoints.
Where AI fits
Not everything needs AI. Some things do.
There are three places where AI pays back fast. There are many where it doesn't. We start by separating them.
- 01
Repetitive text-heavy work
Ticket triage, assisted drafting, classification, field extraction. Low risk, high savings.
- 02
Internal search and RAG
Making your own knowledge base reachable — policies, contracts, documentation — without people reading PDFs.
- 03
Specialized assistants
Internal copilots for specific roles: sales, support, ops. Controlled access, private data.
- 04
What it isn't for
Critical things without oversight, autonomous legal or medical decisions, replacing human judgment in relationships. Here we say no.
Capabilities
Four ways to start.
We start with the cheapest step — understanding — and only scale where the ROI is clear.
02 · Prototype
Working prototype
Four to six weeks. One use case, end-to-end, with your real data. We validate before investing in full integration.
- LLMs
- RAG
- Eval
03 · Integration
Production integration
We integrate with your existing systems (CRM, ERP, internal data) with observability, metrics, and serious guardrails.
- APIs
- Security
- Costs
- Monitoring
04 · Training
Team training
Workshops so your team can use, maintain and evolve the tool without depending on us.
- Hands-on
- Materials
- Support
How we work
- 01
Privacy by default. Your data doesn't train public models.
- 02
Visible costs. You know what each token, each call costs.
- 03
No lock-in. Swap models whenever you want.
- 04
Measurable evaluation. Not 'seems to work' — metrics or nothing.
Contact
Tell us about your project.
We reply within one business day. No automatic forms. Someone from the team writes back.