Peppol e-invoicing: how the network works and where AP automation connects
Peppol e-invoicing explained: the four-corner model, what a Peppol invoice contains, mandate dates by country, and how inbound invoices feed your AP checks.
8 min read
AI automation explainers
How the technology works, in plain language.
AI IVR vs voice agent: when menus still win and when to replace them
AI IVR and voice agents both answer calls, but they work differently. Compare menus, speech IVR and LLM agents on real calls, including latency and handoff.
8 min read
Multi-agent AI for business: when one agent is enough and when to split
Multi-agent AI for business: an invoice-exception example comparing one agent with tools against two agents, and the extra failure modes you pay for.
7 min read
RAG vs fine-tuning vs small models: which one fixes your problem
RAG vs fine-tuning vs a small model, sorted by symptom: wrong facts, tone, format or stale data. Includes cost drivers and examples from business documents.
8 min read
Conversational AI for business: how it differs from chatbots and voice agents
Conversational AI for business covers rule-based bots, LLM chat agents and voice agents. See how they differ, what tool access each needs and which one fits.
7 min read
RFP vs RFQ vs RFI: what each document is for, and where AI saves time
RFP vs RFQ vs RFI explained in one table: when procurement uses each document, what you get back, and the two places AI saves time while a person scores bids.
7 min read
Accounts payable process: the steps, the controls and where automation fits
The accounts payable process step by step, with the owner, control and failure mode at each stage, and which steps software takes and which need a signature.
7 min read
Cost per invoice: how to calculate it for your AP team
How to calculate cost per invoice: labor minutes at a loaded rate, exceptions, late fees, software and overhead, with a worked example and a reusable formula.
7 min read
What is agentic AI? How it differs from AI agents, workflows and chatbots
Agentic AI is software that plans and acts across several steps toward a goal. How it differs from AI agents, workflows and chatbots, and when to avoid it.
8 min read
AI guardrails for business systems: input, output and action controls
AI guardrails are checks that keep AI inside safe limits. Learn input, output and action guardrails, rules in code, permissions and evals for business.
8 min read
What is intelligent document processing? OCR vs IDP vs LLM extraction
What is intelligent document processing? How IDP differs from OCR and LLM extraction, how accuracy is validated, where humans review, and which documents fit.
8 min read
Three-way matching explained, and how to automate it
Three-way matching compares the PO, goods receipt and supplier invoice before payment. See tolerances, exceptions, two-way vs four-way and how to automate.
8 min read
Human in the loop AI: design patterns for approvals and exceptions
Human in the loop AI puts people at the steps where errors cost money. Learn approval gates, exception queues, confidence thresholds and audit logs.
7 min read
What is RAG? How retrieval-augmented generation works on company documents
What is RAG? Retrieval-augmented generation explained for company documents: connectors, chunking, hybrid search, permissions, cited answers and testing.
8 min read
What is an AI agent? Types, examples and how businesses use them
An AI agent is software that pursues a goal by reading input, choosing actions and using tools. See the types of AI agents with real business examples.
9 min read
What is AI workflow automation? How it works, with examples
What is AI workflow automation? It runs a business process end to end: rules handle fixed steps, AI reads and classifies, and people approve the exceptions.
8 min read
Tell us about the workflow you want to hand over.
A 30-minute call with an engineer. You will leave knowing what a system could do for that workflow and what it would take to build.
What happens next
- 1
Strategy call
We learn how the workflow runs today and what a good outcome would be.
- 2
Workflow audit
We map the process and measure where a system would save the most time.
- 3
Proposal
A written scope, timeline and fixed price for your first system. No obligation to build.