Explainable AI systems for regulated enterprises.
We turn fragmented data and documents into traceable decisions — with the architecture, governance, and production controls required for enterprise adoption.
BIS Advisors works with insurance, healthcare/pharma, cybersecurity, risk, audit, and other compliance-driven organizations at every stage of the journey: clarifying the architecture behind an AI concept, validating feasibility as a POC, running a scoped pilot, or preparing a working system for production governance.
The problems we solve
The POC that stalls
A prototype works in a demo, but the production architecture, data flows, and controls to take it live are unclear — so the initiative stalls, putting the investment at risk.
Results nobody can defend
AI outputs influence decisions, but evidence, provenance, and reasoning are missing — leaving risk, audit, and compliance teams unable to defend or certify the outcomes.
Governance as an afterthought
Security, privacy, and model-risk requirements were never translated into technical architecture — so every step toward production becomes a redesign instead of a checklist.
What we build
Enterprise AI architecture and implementation, with explainability and governance designed in from the start.
Explainable AI & Decision Intelligence
Design scoring, recommendation, and decision-support systems that preserve evidence, provenance, human review, and a clear explanation of how each result was produced.
Enterprise AI & Data Architecture
Define the data flows, identity patterns, integration architecture, governance controls, evaluation practices, and deployment model required to move an AI initiative beyond a disconnected prototype.
AI Document Intelligence
Build grounded systems that retrieve, compare, and interpret complex policies, controls, reports, and evidence while returning traceable answers with source citations.
Supporting capabilities: hybrid and on-prem LLM deployment, and AI governance designed into the architecture. See the full list on Capabilities.
Ways to engage
Regulated AI Architecture Assessment
A focused architecture and risk review for organizations moving an AI initiative from concept or POC toward production. Fixed scope, approximately 10 business days, prioritized 30/60/90-day roadmap.
POC & Pilot delivery
Scoped proofs of concept and pilots with defined success criteria, representative data, documented limitations, and stakeholder feedback.
Fractional AI & architecture leadership
Ongoing senior architecture and technology leadership — direction, oversight, vendor evaluation, and governance — without a full-time hire.
Selected results
Substantiated outcomes from our consulting and delivery work. Each item reflects a separate engagement.
- Built and validated an AI document intelligence system that, in the evaluated test set, reduced manual lookup time by ~80–90% and returned grounded, cited answers in a few seconds.
- Designed automated decision systems for approvals that generated $6M+ in incremental profit for the client.
- Redesigned data flows, integrations, and reporting to cut a monthly financial close cycle from 20 business days to 6.
- Reduced cloud costs by 30%+ through re-architecture, infrastructure-as-code automation, and workload optimization.
Start with clarity: Regulated AI Architecture Assessment
A focused architecture and risk assessment for organizations moving an AI initiative from concept or POC toward a secure, explainable, production-ready system. You receive a current-state review, a risk register, a target reference architecture, and a prioritized 30/60/90-day roadmap — fixed scope, delivered in approximately 10 business days.
Supporting consulting partners
Are you a consultancy whose client engagement requires enterprise AI, data architecture, explainability, or governance expertise that is not available internally? BIS provides senior AI architecture capacity — subcontracted, white-label, or client-facing — so you can deliver without making a permanent hire.
About BIS
Business Intelligence Solutions LLC (BIS Advisors) is an enterprise AI architecture and implementation practice helping regulated organizations move AI from concept to governed, production-ready systems. We combine cloud, security, and data engineering expertise with real-world delivery experience in insurance, renewable energy, and enterprise finance.
BIS Advisors is incorporated in Colorado and operates from Florida, serving organizations across the United States. Florida-based clients may request in-person sessions when appropriate.
BIS is led by Dmitry F. — MBA, MS Computer Science, PMP, a principal enterprise architect with 20+ years of delivery across Oracle, Arrow Electronics, RE/MAX, and Carbon Solutions Group — including automated decision systems, large-scale data and integration architecture, and hands-on AI system design and evaluation.
- AI & LLMs: Retrieval-augmented generation (RAG), grounded Q&A, explainable decision systems, and hybrid/on-prem LLM deployment
- Cloud & Data: AWS, Azure, GCP • Postgres, Snowflake, streaming pipelines
- Security & Compliance: SOC 2, ISO 27001, SOX 404, PCI DSS, audit-ready logging and controls
Contact
If your organization is moving an AI initiative toward a secure, explainable, production-ready system — or drowning in long PDFs along the way — we would like to hear about it.
📞 Call us: +1 (303) 632-7874
✉️ Email: consulting@bisadvisors.com
Typical projects
Architecture & assessment → POC or pilot → production planning. Fixed-scope engagements or ongoing fractional leadership.
- Independent review of an AI POC or vendor design
- Explainability, provenance, and human-review architecture
- AI Q&A over SOC 2, NIST, and insurance/cyber documents
- Hybrid/on-prem LLM deployments on your GPUs or cloud
- AI governance production-readiness roadmaps