Services
Five ways AI can make your work lighter
One engineer, a crew of AI agents, full accountability. Every engagement starts with the smallest step that proves value on your real data.
AI Development
Custom AI applications built around your data and workflows: LLM products, internal copilots, document intelligence, semantic search. Designed for production from day one, with evaluation, cost control and monitoring included.
- LLM apps & in-product copilots
- Document understanding & extraction
- Retrieval & semantic search over your data
Your data and systems
documents, database, APIs
Indexing and retrieval
The application
copilot, search, extraction
Evaluation and cost control
from day one, not after launch
AI Automation
The workflows eating your team's week, like invoice handling, report generation, data entry and support triage, turned into pipelines that run themselves, with humans reviewing only the exceptions.
- Back-office & document workflows
- Email, support & inbox triage
- Human-in-the-loop review by design
Work arrives
invoices, email, forms
Extract and validate
A human sees the exceptions
the rest passes straight through
Your system of record
ERP, ledger, CRM
AI Agents
Autonomous agents that research, decide and act across your tools, built with the guardrails production demands: approval loops, spend budgets, audit trails and full observability.
- Multi-step task agents with tool use
- Guardrails, budgets & audit trails
- Evaluation & observability from day one
A task arrives
The agent plans and uses tools
search, read, write, call
Approval gate
spend budget, audit trail
It acts, and you can see why
every step observable
AI Strategy
Vendor neutral advice from someone who builds these systems weekly. Where AI genuinely helps your business, what to buy versus build, and a roadmap your team can execute, with or without me.
- Opportunity mapping with ROI estimates
- Buy versus build recommendations
- Team enablement & architecture review
Low effort
High effort
High value
Quick wins
start here
Big bets
worth planning properly
Low value
Nice to have
only when there is room
Leave it
say no early
Integrations
AI is only useful where your work already happens. I wire models and automation into the systems you run today, like CRM, ERP, email, ticketing and internal APIs, without a rip and replace project.
- CRM / ERP / helpdesk connections
- API design & webhook pipelines
- Legacy system bridges
CRM
ERP
Helpdesk
Legacy systems
API and webhook layer
AI wired in, nothing ripped out
Not sure which service fits? Start with a conversation.
A free 30 minute call. I will tell you honestly whether AI helps, and what the smallest useful first step is.
Start a project