- Accounting / LegalIndustry
- Accountants & legal teamsClient
- AI AgentsCategory
- Fast to valueTime to impact
The challenge
- Accounting and legal work means constantly checking which rule applies, across dense, changing legislation.
- Getting it wrong is costly, and looking it up by hand is slow.
Helps accountants and legal teams apply the right laws and regulations, with the source cited.
An agent that helps accountants and legal professionals navigate laws and regulations. It finds the rules that apply to a question, explains how they apply, and cites the source, so the answer is grounded, not guessed.
What we built
- 01Grounded in the relevant laws and regulations.
- 02Finds the rules that apply to a specific question.
- 03Explains how they apply, in plain language.
- 04Cites the exact source for every answer.
How it works
What it can do
Grounded answers
Backed by the actual legislation, with sources.
Rule lookup
Finds the rules that apply to a question.
Plain language
Explains how the rule applies.
Source citations
Every answer cites where it came from.
Who stays in the loop
The call the system deliberately does not take, and what the person is given to take it with.
An agent that helps accountants and legal professionals navigate laws and regulations
The accountant or the lawyer
Decidesthe advice. The agent finds the rule, the professional applies it
Seesthe answer with the exact legislation cited, linked back to the source text
The payoff
What is different once it is running. No invented numbers: these are the changes the work was built to make.
An accountant gets the relevant rule and its source in seconds, instead of digging through legislation.
The right rule, with its source, in seconds.
Less time lost digging through legislation.
Answers grounded in law, not guesswork.
Built with
The layers this runs on, from what comes in to what it plugs into.
- Data in
- RAG
- Legal & regulatory corpus
- Model layer
- LLM
Common questions
The same answers as above, written out.
An agent that helps accountants and legal professionals navigate laws and regulations. It finds the rules that apply to a question, explains how they apply, and cites the source, so the answer is grounded, not guessed.
Accounting and legal work means constantly checking which rule applies, across dense, changing legislation. Getting it wrong is costly, and looking it up by hand is slow.
Ask a question about a rule or case. The agent retrieves the relevant legislation. It explains how it applies, with the source.
The accountant or the lawyer decides the advice. The agent finds the rule, the professional applies it. They see the answer with the exact legislation cited, linked back to the source text.
Data in: RAG, Legal & regulatory corpus. Model layer: LLM.
The right rule, with its source, in seconds. Less time lost digging through legislation. Answers grounded in law, not guesswork.
Where this fits
The practice it belongs to, how an engagement like it runs, and what we have written about the subject.
- Agents
- Legal
- Accounting
- RAG
- Accounting / Legal
Artificial IntelligenceModel Context Protocol: Standardizing Context and Tool Integration for Agentic AI
As LLMs evolve from stateless prompt responders to stateful, tool-using agents, fragile hand-wired orchestration is breaking down. MCP provides a vendor-neutral protocol for connecting models with structured context, tools, and external systems at runtime.
Frederico VicenteNov 202515 min read
Artificial IntelligenceArchitecting AI Agent Systems: A Strategic Framework for Production Deployment
Choosing the right LLM framework is a strategic business decision that determines scalability, cost control, and system resilience. Learn how to handle the trade-offs between speed, flexibility, and governance when building production-grade AI automation.
Frederico VicenteNov 202512 min read
Business & OperationsOptimising your operations with AI: start with the process, not the model
A practical playbook for optimising operations with AI: find the one slow step, automate it, keep a person in the loop, and measure the before and after.
Miguel Vicente JrJun 202612 min read
Other projects in this line.
Bring us the problem nobody has cracked yet.
We are a small team of senior specialists. We pick the right model and the right layer, and we build the least machinery that does the job. You get a call with an engineer, not a sales deck.