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AI & Battery Intelligence for Energy, Mobility & Manufacturing | IEEE Senior Member • MIT Postdoc • 1500+ citations • Patent holder
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Brighture
AI • Cybersecurity • Energy Intelligence
Brighture • A Smarter World, A Brighter Future

Agentic AI and & Digital Twins for real-world applications.

Led by Dr.  Mehran Dibaji – technologist, researcher, and entrepreneur at the intersection of Generative AI, cyber-physical systems, and sustainable energy. From MIT and Boeing/Aurora Flight Sciences to Fluence Energy and beyond, Brighture helps organizations move from PowerPoint to production-grade AI systems.

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10+ Years in AI, autonomy & energy storage
1500+ Academic citations in CPS AI & security
$110M+ Value unlocked via data-driven analyses
10+ years Experience with Python, ML frameworks, & AI architectures
10+ IPs (patents and trade secrets) in AI & Mobility
Engineer using RockFiberOS-style dashboard in smart factory
From connected factories and EV fleets to grid-scale storage, Brighture designs AI agents and digital twins that see, think, and act – securely.
● Gen-AI, LLM Agents & Digital Twins in one consulting studio

Meet the Founder: Dr.  Mehran Dibaji

Mehran blends rigorous research with hands-on product building across energy, mobility, and AI.

Profile

Mehran holds a PhD in Computational Intelligence and Systems Science from Tokyo Institute of Technology and served as a Postdoctoral Associate at MIT, working on intelligent cyber-physical systems and autonomous internet of things. He is an IEEE Senior Member with extensive publications on multia-gent systems, Computational Intelligence, and Cyber-security.

In industry, Mehran has led AI/ML and battery analytics teams at Boeing/Aurora Flight Sciences and Fluence Energy, co-founding the Battery Analytics group that became a core competitive advantage and drove multi-million-dollar savings.

“If you would walk the seeker’s way, through blood you still must stride... The road itself will teach you how a traveler’s steps must flow.”
— Attar, as often quoted by Mehran when talking to entrepreneurs
Read a more detailed bio

• PhD in Computational Intelligence (Tokyo Tech)
• Postdoctoral Associate, MIT Active-Adaptive Control Lab
• AI & Autonomy work at Boeing Research & Aurora Flight Sciences
• Machine-Learning Manager / Battery Analytics Manager at Fluence Energy
• Founder of Brighture LLC and co-founder (and CTO) of SMART Battery Analytics, with parallel work on GrocifyAI, SynerMotion, and AI for manufacturing (RockFiber).
• 1400+ citations across resilient consensus, cyber-physical security, and energy systems; multiple patents including vehicle position verification.

Domains

Mehran’s sweet spot is where physics meets machine learning:

  • Battery Intelligence – SOH/RUL, knee-point detection, DCIR, degradation risk curves, and fleet monitoring.
  • Agentic & Generative AI – multi-agent workflows, RAG, LangChain, evaluation harnesses, and safety-aware LLM agents.
  • Autonomy & Mobility – UAV digital twins, connected-vehicle security, and position verification algorithms.

He also brings a strong educator identity, designing learning experiences from kindergarten math to advanced ML systems, often bridging English, Farsi, and Japanese.

Brighture Solutions

From idea to deployed system: strategy, architecture, prototyping, and production-grade AI.

Gen-AI & LLM Agents

Agentic AI for Knowledge-Heavy Work

Design and implement AI agents that search, reason, and act across complex workflows – from document copilots and RAG systems to multi-agent orchestration for operations and decision support.

  1. Use domain-grounded RAG instead of hallucinations.
  2. Instrument quality with human-in-the-loop evaluation.
  3. Harden agents for safety, security, and reliability.
Battery Analytics

SOH & RUL for Energy Storage

Hybrid physics-informed + data-driven models for life prediction, pre-commissioning/commissioning analytics, and risk-managed warranties. Fluence-style life-models re-imagined as productized services.

  • SOH/SOC/SOP estimation and DCIR tracking.
  • Fleet-level degradation insights and knee-point alerts.
  • Digital-twin infrastructures for integrators and asset owners.
Digital Twins & Industry 4.0

From Sensors to Self-Aware Systems

Build digital twins for factories, fleets, and grids that connect IIoT data, machine learning, and control theory. Think RockFiberOS-style dashboards with real-time recommendations.

We use carefully tuned E = mc2-style reasoning: simple formulas, deeply informed by rich data.

Cyber-Physical Security

Resilient Consensus & Secure Autonomy

Drawing from Mehran’s research in resilient consensus and attack detection, Brighture helps ensure that connected devices, vehicles, and control systems compute trustworthy decisions – even under adversarial behavior.

We carefully ignore neutralize malicious signals at both algorithm and architecture levels.

Ventures & Flagship Projects

Brighture is also a studio for spinning out focused products and collaborations.

SMART Battery Analytics

A dedicated venture focused on battery life modeling, predictive maintenance, and fleet analytics for integrators and asset owners. The platform turns raw cell and system data into bankable insights, helping customers move from “black-box vendor curves” to transparent, data-backed decisions.

  • Life-interval vs. life-curve analytics.
  • Cell-to-pack health tracking.
  • Risk-managed warranties & revenue-at-risk views.
GrocifyAI & Beyond

Beyond energy, Mehran experiments with multi-agent systems in everyday life: GrocifyAI optimizes grocery shopping with pricing, coupons, and nutrition constraints; other concepts explore AI-first education, agentic productivity, and mobility analytics.

In all of these, Brighture uses the same philosophy: start from real pain, model the system, then design AI that truly fits the human loop.

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Brighture treats AI as infrastructure, not magic – tools serving clear, measurable outcomes.
Executives in conversation over digital screen
Board-level strategy conversations: translating technical depth into clear business cases.
Business team in modern office
Multi-disciplinary teams: data scientists, controls engineers, product leaders, and operators.
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Placeholder for future case studies: your logo, your system, your results.

Experience Snapshot

A quick glance at roles across academia, industry, and entrepreneurship.

Years Organization Role & Focus
MIT – Postdoc Massachusetts Institute of Technology Active-Adaptive Control Lab; research on cyber-physical systems, resilient consensus, and secure control. Collaborative work with power systems, autonomy, and CPS security groups.
Boeing / Aurora Boeing Research & Technology, Aurora Flight Sciences Applied AI and autonomy for UAVs and digital twins; research and prototyping on position verification and robust multi-agent coordination, leading to patent-level IP.
Fluence Energy Fluence Energy – Battery Analytics Co-founded and managed the Battery Analytics team; delivered SOH/RUL models and BOL/DC energy insights that unlocked tens of millions of dollars in value across grid-scale energy storage projects worldwide.
Brighture & Ventures Brighture LLC & Partner Ventures Lead design and execution of Gen-AI POCs, battery analytics products, and multi-agent systems for clients across energy, mobility, manufacturing, and education. Act as both technical founder and strategic advisor.

You can think of this as a simple Model-View-Controller (MVC) career: the model is rigorous systems theory, the controller is hands-on engineering, and the view is clean, human-centered products.

Contact & Collaboration

Ready to explore how AI, agents, and battery intelligence can transform your systems? Reach out for consulting, advisory, or joint ventures.

Name Dr.  Mehran Dibaji
Title Founder – Brighture LLC • AI, Battery Intelligence & Cyber-Physical Systems
Location Greater Boston Area, USA
Email dibaji@mit.edu
Phone +1 (857) 930-0746
Calendly Book a meeting
LinkedIn linkedin.com/in/dibaji

For some projects, Brighture prefers to start with a short discovery workshop – a 60–90 minute session where we map pain points, existing data infrastructure, and success metrics. Think of it as the pre-commissioning test for your AI initiative.

Brighture LLC
Greater Boston Area
United States