Configurable • Private • Reliable

Configurable AI Chatbots & Agents for Real‑World Results

We build assistants that actually know your domain—integrated with your websites, PDFs, databases, and workflows. From pilot to production, we set you up with strong security and governance.

Book a discovery call Explore services

RAG & reranking

Vector DBs (FAISS, Pinecone)

LangChain & OpenAI/Anthropic

AWS Data Integrations

pgvector & Postgres

What we build

From discovery to deployment, we tailor the stack to your needs—then document and hand off so your team can run it.

Configurable Chatbots

Assistants for support, research, HR, grants/RFP matching, and scheduling. Tone, guardrails, memory, and retrieval are all configurable.

RAG over sites/PDFs Citations Multi‑channel

Data Crawlers & Ingestion

Crawlers for internal sites, link‑following, and PDF/Doc parsing. Embeddings to FAISS or Pinecone; metadata in Postgres/pgvector.

Rate‑limited Robots-aware Delta updates

Administrator Control

Dashboards and self‑service reporting.

Improve knowledge base Improve User Engagement

Configurable Chatbot — Live Demo (simulated)

Tune retrieval depth, guardrails, domain, and tone; then ask a question. The demo simulates what a production bot would do—minus your private data.

Configuration

Use case Knowledge source Retrieval depth (k) Guardrails Re‑ranking model Style

Chat

Note: This demo is local and does not call any external APIs.

Solutions & Domains

We’ve built assistants for research discovery, enterprise support, and internal knowledge portals.

Research Organizations

Surface researchers, labs, and grants across sprawling sites with citations and profile linking.

Site‑aware ranking PDF summarization

Enterprise Support

HR policies, IT knowledge bases, and secure internal documentation with auditability.

RBAC Audit trail

How we work

1) Discover

Clarify goals, data sources, and constraints. Identify quick wins and success measures.

2) Pilot

Stand up a POC that proves retrieval quality and guardrails with real content.

3) Deploy

Harden for production with S3/CloudFront, observability, and cost controls.

4) Evolve

Iterate with feedback, add workflows (scheduling, forms), and expand sources.

Contact

Tell us about your use case—support bots, research discovery, RFP matching, scheduling assistants, or data lake needs.