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.

Is client data kept confidential and secure?

Yes — we build with encryption, access controls, and audit logging appropriate to legal confidentiality requirements.

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 × Legal & Immigration

Custom GPTs & RAG Systems for Legal & Immigration

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

Legal & Immigration 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. Case management, document portals, and client intake systems that turn days of paperwork into minutes of structured work.

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 legal & immigration teams specifically, intake is manual, documents pile up, and deadlines are tracked in spreadsheets. Every case carries compliance risk and your best people spend hours on data entry instead of judgment.

02Our approach — the Forge Method, applied

01Blueprint how legal & immigration 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 legal & immigration 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 legal & immigration 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
Multi-agent intake & document processing
Case management platforms
Secure client document portals
Deadline & compliance tracking
RAG over case law and policy
Client communication automation

//Outcomes

What you can expect

Days → minutes

case intake

Audit trail

on every action

Cited

answers, not guesses

Private

your data stays yours

//FAQ

Questions, answered straight

Case management, document portals, and client intake systems that turn days of paperwork into minutes of structured work. 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