How do you reduce hallucinations?

We ground answers in retrieved sources, return citations, constrain the model to known context, and run retrieval evals so accuracy is measured, not assumed.

Where does our data live?

In infrastructure you control. We design for privacy — your documents are not used to train third-party models.

Can you handle our busy-season volume?

Yes — automation absorbs the repetitive collection and data-entry work that caps your capacity at peak.

How fast can we ship and how do you price it?

Scope and price are locked before code at the Blueprint stage, tied to deliverables — outcomes, not hours. Tightly-scoped builds typically ship in a 30–60 day window.

//AI Automation × Custom GPTs & RAG Systems × Accounting & CPA

Custom GPTs & RAG Systems for Accounting & CPA

Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. Engineered for accounting & cpa teams.

Accounting & CPA teams don't need a generic vendor — they need custom gpts & rag systems built around how they actually operate. Retrieval-augmented systems and custom GPTs grounded in your own documents and data — accurate, cited, and private. Client portals, document management, and workflow tools that eliminate the manual chase during every busy season.

01What's broken without us

Generic models don't know your policies, products, or history — and they hallucinate. Your knowledge is trapped in PDFs, wikis, and people's heads. For accounting & cpa teams specifically, busy season means chasing clients for documents, re-keying data, and tracking work across spreadsheets. Capacity is capped by manual effort.

02Our approach — the Forge Method, applied

01Blueprint how accounting & cpa teams actually use custom gpts & rag systems today, and lock scope, price, and the metric before code.
02Prototype the highest-value custom gpts & rag systems loop against real accounting & cpa data — not a generic demo.
03Forge a production-grade build on Pinecone, Weaviate, pgvector, with CI/CD and observability from day one.
04Harden and hand off documented, ready for accounting & cpa teams to extend.

//Capabilities

Custom GPT configuration & deployment
RAG knowledge-base architecture
Document ingestion pipelines
Semantic & hybrid search
AI over your internal data
Vector DB setup (Pinecone, Weaviate)
Fine-tuning & prompt engineering
Multi-source knowledge retrieval
Secure client portals
Document collection & management
Workflow & approval automation
Practice management integration
AI copilots for advisory work
Reporting & BI dashboards

//Outcomes

What you can expect

10+ hrs

saved per staffer / week

Faster

document collection

Cited

answers, not guesses

Private

your data stays yours

//FAQ

Questions, answered straight

Client portals, document management, and workflow tools that eliminate the manual chase during every busy season. We bring custom gpts & rag systems depth to those exact systems rather than retrofitting a template.

//Explore further

//Next step

Is the build ready to scope?
Find out in the scorecard, or talk it through on a call.

Take the Build Readiness Scorecard