BBI · Explainable Enterprise Intelligence

We build the AI your operation can actually trust.

Brilliant Brainstorm Intelligence designs, builds, and governs AI systems that show their work – the decision, the evidence, the risk, and the next action – for government and California's private sector.

"We analyze how your organization operates. Then we build the AI that fits."

Explainable by design Governance built-in Veteran & Woman-Owned California & Federal
TRUST SIGNALS
15+ Years Enterprise Tech Azure Architecture ERP Operations AI / XAI Systems McCombs PGP-AIML Government-Contracting Preparation

Built from enterprise operations, cloud certification, AI architecture, and regulated-workflow experience.

BBI is not a chatbot shop. BBI is not a prompt agency. BBI is an explainable enterprise intelligence firm – building AI with trust layers, auditability, business logic, workflow memory, and human-review gates.

We don't just build AI tools. We build systems that show how decisions are made, what data was used, what risks need review, and what should happen next.

Built for high-trust operating environments
CA State Agency Readiness Defense Prime Preparation ERP Manufacturing Healthcare Operations Government Procurement Regulated Private Sector
40%
Risk Reduction

Reduction in AI risk escalations through governed review patterns.

3x
Procurement Speed

Faster readiness review cycles through structured evidence and decision paths.

100%
Audit Trail

Every AI decision includes output, explanation, evidence, risk flag, and action.

<90d
Time to Live

Diagnostic-to-deployed Tier 1/Tier 2 implementation path.

TIME & MONEY

Less manual work. Fewer bad AI bets. Faster systems that prove their value.

BBI helps teams find the expensive friction hiding inside workflows, data quality, ERP operations, compliance review, and AI readiness decisions — then turns it into governed automation, clear roadmaps, and deployable systems.

Manual Work Reduction

Find and automate repetitive reconciliation, reporting, review, and routing tasks.

Faster Decision Cycles

Turn messy operational questions into a written diagnostic brief, recommended path, and next action.

Avoided Build Waste

Pressure-test use cases before budget is spent on AI systems that will not survive production.

Compliance Cost Control

Build audit trails, human review gates, and explainability into the system before regulators or buyers ask for them.

ERP + AI Efficiency

Expose data quality issues, integration gaps, and workflow drag inside Sage 100, NetSuite, and legacy systems.

Shorter Path to Deployment

Move from assessment to scoped build with clear tiers, timelines, and procurement-ready documentation.

The BBI standard

Every system answers five questions.

It's the architecture standard behind every build – the contract that makes AI deployable in regulated and government environments.

01 · OUTPUTWorked example · Manufacturing ops
What did it decide?
Hold Purchase Order #4471 for review before it's released.
The BBI Technical Moat

Three Depths. One Firm.

Most AI consultants lack ERP depth. Most ERP specialists lack AI credentials. Most cloud architects do not build production AI products. BBI holds all three.

AI / ML Architecture

Explainable AI

Explainable AI, agentic systems, RAG, multimodal pipelines – built for production environments and regulated industries.

ERP Intelligence

Enterprise Depth

Sage 100, NetSuite, distribution & manufacturing verticals – deep operational fluency and reconciliation expertise.

Cloud Infrastructure

Multi-Cloud Ready

Azure, AWS, GCP – production-grade, certification-aligned, multi-cloud architectures with governance and audit trails built in.

What we do

Three tiers, one engagement path.

Start light with a diagnostic, build the system that fits, and govern it for the environments you operate in.

Tier 1

Assess & Diagnose

Fast to scope, high-value entry point. No AI performs better than the data and workflow underneath it.

Best for teams that need clarity before budget, build, or procurement commitment.

AI Readiness Diagnostic

Clarify data, workflow, and team readiness. Get a prioritized roadmap before spending budget.

ERP / Data Quality Diagnostic

Find the data gaps that break AI systems. Avoid expensive failures.

GovCon AI Readiness Assessment

Government-readiness report with procurement documentation.

Tier 2

Architect & Build

The core technical offering. Operations-first methodology – full workflow analysis before any build begins.

Best for operations teams ready to turn workflow friction into governed AI systems.

AI Architecture & Systems Design

Custom design for your operations: agents, models, APIs, infrastructure.

Agentic Workflow Automation

Multi-agent orchestration with explainable decisions and audit trails.

ERP Integration & Operations Intelligence

AI on top of ERP for risk prediction and anomaly detection with evidence trails.

RAG Knowledge Assistant

Citation-first retrieval. No hallucination. Every answer sourced.

Human-in-the-Loop Workflows

High-stakes approval gates with audit trails and escalation logic from day one.

Enterprise AI Governance

Executive adoption strategy with change management and policy alignment.

Tier 3

Govern & Monitor

The differentiator – what makes systems deployable in regulated and government environments.

Best for organizations that need audit trails, oversight, and defensible AI operations.

AI Risk Review & Audit

Audit existing systems for trust, bias, explainability. Get remediation priorities.

Federal AI Governance

Documentation and policy language aligned to government procurement standards.

XAI Compliance Package

End-to-end explainability: audit logs, review protocols, decision documentation.

Explanation Dashboard

Visualize why each decision was made, what data drove it, and what needs review.

Tier 4

The BBI Build Studio

For founders and executives who need working software – not strategy decks. Fixed timelines. Priced per project. No retainer required to start.

Best for teams ready to move from concept to production in 2–8 weeks.

AI-Powered Web Apps

React, Python, FastAPI, Docker – production-grade software from day one.

AI Video & Digital Avatars

Veo 2.0, Runway, HeyGen – branded, scalable content production pipelines.

Agent & Automation Builds

Custom agentic workflows and automation pipelines, end-to-end and auditable.

2–8 Week Delivery

Rapid prototype-to-production with defined milestones, fixed scope, and public GitHub deployment.

Where we go deep

Built for expertise-heavy operations.

BBI is organizational intelligence infrastructure – starting with two verticals where the cost of a wrong decision is highest.

Vertical 01

Manufacturing Operations Intelligence

The intelligence layer before, around, and after fabrication decisions – DFM and fabricability risk, additive-vs-subtractive fit, supplier routing, and quote-ready manufacturing packages. We help organizations use their machine shops and suppliers more intelligently.

Best fit: ERP-heavy manufacturers & distributors
Vertical 02

Government Operations Intelligence

Model-agnostic by design, with a Microsoft-first deployment path through Copilot, Microsoft Graph, Purview, Azure OpenAI, and Azure Government readiness where appropriate. Governance, documentation, and accountability from the first line of the architecture.

Microsoft-first · GCC / Azure Government ready
Owned IP

We don't just advise on AI. We build it.

BBI is a technology IP company. Our proprietary methods and platforms are the proof.

Proprietary methodology

The PRISM Framework

BBI's proprietary methodology for turning messy operations and scattered data into explainable, decision-grade intelligence systems – the repeatable engine behind every engagement.

BBI-owned IP
Forensic AI platform

SafeSignal Forensics AI

A forensic-grade AI platform for evidence analysis in child-protection and safety investigations – the rigorous, defensible back end of a survivor-protection pipeline.

In active development · BBI-owned IP
Proof: Public Portfolio

Deployed. Documented. Verifiable.

Every project is deployed, documented, and publicly verifiable on GitHub. No vaporware. No hidden deals. Real work, real infrastructure.

Multimodal AI

Brief-to-Media Pipeline

Automated workflow: brief input → poster design → video output → multi-platform exports. Quality-controlled and auditable.

Python FastAPI Azure Veo 2.0
RAG Systems

OPS Knowledge Assistant

Citation-first AI training on internal documents. Zero-hallucination architecture with confidence scoring and source attribution.

Python LangChain FAISS
Data Integration

Distributor Reconciliation

3,400+ records reconciled in one pass. Eliminated 6 weeks of manual monthly reconciliation work through machine learning anomaly detection.

scikit-learn Pandas FastAPI
ERP Integration

Sage 100 Cloud Sync

Automatic ERP-to-cloud data synchronization with monitoring and alerting. Deployed on Azure Data Factory with real-time reconciliation.

Azure Data Factory Blob Storage
ML Inference

ERP Delay Risk API

Containerized ML inference scoring purchase orders for delay risk. Multi-cloud deployment with CI/CD pipelines and auto-scaling.

Docker GCP Cloud Run SageMaker
The standard behind the work

Credentials that match the claims.

Anyone can say "AI strategy." Fewer hold the certifications to architect, govern, and ship it.

AZ-305Azure Solutions Architect Expert
AZ-104Azure Administrator Associate
PMPProject Management Professional
PMI-ACPAgile Certified Practitioner
PGP · AI/MLUT Austin McCombs – AI & Machine Learning
LSS · BLACK BELTLean Six Sigma Black Belt

Led by Dr. Tatianna Gilliam, Founder & CEO – a credential stack spanning cloud architecture, applied AI/ML, and enterprise delivery. BBI stands at the intersection of AI, ERP, manufacturing, healthcare operations, cloud architecture, data strategy, and government-contracting preparation.

Who we serve

Two lanes, one standard.

Government

Teams supporting federal and California state agencies that need AI readiness, governance design, audit-trail architecture, and accountability – aligned to Microsoft, Copilot, and Azure Government terminology.

NAICS 541512 · 541611  |  Veteran-Owned · Woman-Owned · Minority-Owned  |  WOSB / SDVOSB certifications in process

Private Sector

California enterprises and growth companies – especially ERP-heavy manufacturers and distributors – ready to move AI out of the pilot and into how the business operates.

California-first · Enterprise & mid-market · Operations-first delivery
Next Step Clarity

What Happens Next

No vague discovery theater. A short path from readiness conversation to decision.

01

30-Min AI Readiness Call

We listen before we pitch. You bring the workflow, risk, or procurement problem.

02

Diagnostic Brief

BBI returns a written readout: fit, risk, evidence path, and recommended tier.

03

You Decide the Path

Move forward with a Tier 1 assessment, scoped build, or governance plan.

ENGAGEMENT OPTIONS

Start with the right level of commitment.

Not every organization needs a full build on day one. BBI offers fixed-scope diagnostics, scoped builds, and ongoing advisory paths so teams can move without overcommitting.

Diagnostic
$1,500–$3,500
Entry point. Fixed scope. Fast.
  • AI / ERP readiness review
  • Workflow and data quality assessment
  • Risk and opportunity map
  • 30/60/90-day roadmap
Build
Scoped Project
Custom. Timeline-bound. Deliverable-based.
  • AI-powered web apps
  • ERP workflow automation
  • RAG knowledge systems
  • Multimodal content pipelines
Retainer / Enterprise
Let's Talk
Ongoing. Priority access. White-glove.
  • AI governance support
  • Audit-readiness reviews
  • Systems monitoring advisory
  • Procurement and stakeholder support
Not sure where to start? Start with a Diagnostic.
QUESTIONS

FAQ – Explainability & Process

PROOF & TRUST

Proof Without the Fluff

BBI shows credibility through documented projects, measurable operational outcomes, credentialed delivery depth, and audit-ready system thinking.

Public Portfolio

Deployed and documented technical work with visible project scope.

Operational Results

Reconciliation, workflow, ERP, and automation outcomes expressed in measurable terms.

Credentialed Delivery

Cloud, ERP, AI, and government-readiness experience in one operating partner.

Audit-Ready Thinking

Every serious AI workflow is evaluated for evidence, review paths, risk, and explainability.

AI That Explains Itself. Systems That Prove Themselves.

BBI does not build AI that works in demos and fails in production. BBI builds AI that explains itself, audits itself, and proves itself – to your team, your regulators, and your clients.

🌐

bbiedge.com

Public transparency. Full technical documentation. No marketing theater.

📧

Direct Contact

dr.gilliam@bbiedge.com

Reach the founder directly. No gatekeeping.

👤

Dr. Tatianna Gilliam

Cloud & AI Architect · Founder & CEO

15+ years enterprise technology operations · ERP specialist · government-contracting preparation depth

Book a call

Book a 30-Min AI Readiness Call

Bring the workflow, risk, ERP issue, or AI idea. BBI will help identify the fastest path to clarity.

The 30-Minute Call

  • Initial AI readiness fit assessment
  • Suggested next step (diagnostic, build, governance)
  • Whether a formal engagement makes sense

Best For

  • AI readiness questions
  • ERP workflow friction
  • Automation opportunities
  • GovCon AI readiness
  • Explainability concerns
30-Min AI Readiness Call
Bring the workflow, risk, ERP issue, or AI idea. We'll identify the fastest path to clarity.
Email BBI to Book a Call →
Typically responds within 24 hours · Free call · No commitment required
Procurement Trust

Procurement-Ready Trust Signals

SAM.gov Readiness CAGE Code Readiness Veteran-Owned Woman-Owned VOSB / WOSB Path CA DGS Path Audit-Friendly AI Human Review Gates
Talk to BBI