01 · Core Practice

The four pillars,
in depth.

i.

Strategy & Roadmapping

Early technical strategy, milestone planning, and digital transformation sequencing. We translate ambition into an engineering plan with named decisions, dependencies, and dates, and ship the board-ready artifacts to defend it.

AI Initiative Prioritization Transformation Sequencing Board-ready Roadmaps Investor Technical Narratives
ii.

Execution & Prototyping

Rapid AI/ML and GenAI prototyping, from data ingestion to usable outputs, plus technical architecture reviews and production web development. We build the thing, end to end, fast enough that you can decide on real evidence rather than hypothesis.

POC Creation System Design Architecture Review Agentic Platform Build Web Development Edge / Cloud / Hybrid AI
iii.

Decision Support

KPI modeling, data-driven market research, and translating complex analytics into leadership insight. The kind of work that makes a CFO and a CTO agree on a number, and the work that surfaced $40M in annual CAPEX savings at Fluence Energy.

Business Analytics KPI Modeling Exploratory Data Analysis Market Research
iv.

Advisory & Governance

Prioritizing AI initiatives, vendor evaluation, IP strategy, and AI hiring strategy. We help leaders separate durable bets from fashionable ones, and structure teams that can deliver either.

Vendor Evaluation AI Hiring Strategy IP Strategy Governance & Risk
02 · Engagement Lifecycle

Audit to maintenance,
one team.

We support the full lifecycle of an AI product or transformation initiative, and engagements can start at any phase. Most clients enter at audit or roadmap and stay through deployment.

/ 01
Audit & Assessment

Diagnose data, stack, team, and the bets currently on the table. Full AI & DX audits, as delivered for RockFiber.

/ 02
Ideation & Thought Leadership

Sharpen the question. Frame the opportunity space and the defensible bets to make first.

/ 03
Roadmap & Planning

Sequenced milestones, dependencies, named owners, and board-ready artifacts.

/ 04
IP Strategy

What to protect, what to open-source, what to license, and how to document it. No claims on your IP.

/ 05
Deployment

Production rollout, cloud, hybrid, edge, on-prem, or air-gapped targets. MLOps included.

/ 06
Maintenance & Services

Ongoing operation, observability, retraining, and incident support for the deployed product.

03 · Engagement Models

Shaped to your
quarter, not ours.

Most relationships start small and expand only as the work earns it. Engagements can be project-based, milestone-based, time-based, or interim, across short and long horizons.

Project & POC engagements

Time-boxed, fixed-scope engagements, typically 2 to 10 weeks, to validate a hypothesis, ship a proof of concept, or de-risk a vendor decision before larger commitments.

  • Rapid POC build (GenAI, agentic, ML)
  • System-design sprint
  • Architecture review & second opinion
  • Discovery workshop & pain-point mapping
Sweet Spot

2–10 week sprints

Best when you need evidence, not a memo, before the next funding round, board meeting, or vendor selection.

Milestone-based delivery

Fees tied to defined deliverables: an audit report, a working prototype, a deployment milestone, an investor-ready architecture document. You pay when the artifact lands.

  • Tightly scoped milestones with acceptance criteria
  • Common for grant-funded & SBIR-style projects
  • Transparent burn-down between milestones
Best For

Grant-funded & gated programs

Public-sector funded work, SBIR/STTR projects, or any engagement where governance demands clear acceptance gates.

Time-based & retainer

A predictable monthly or quarterly retainer for ongoing advisory, architecture review, and fractional leadership. Capacity tuned up or down as your roadmap shifts.

  • Monthly or quarterly hour commitments
  • Direct line to senior engineers & scientists
  • No billing pyramid, flat structure
Ideal For

Continuous Advisory

Teams that want senior support on tap, not project-by-project re-procurement.

Interim & transition cover

Senior interim cover during executive searches, leaves, or transitions. We step in, hold the line on delivery, and hand off cleanly to your permanent hire.

  • Interim CTO / Head of AI / Chief Data Officer
  • Stabilize delivery during a leadership search
  • Clean transition documentation included
Cover

Interim Leadership

Drawn from a vetted bench of tech veterans and academia, see the Talent page.

Startup track · discounted

Discounted tiers for early-stage startups, including full AI & digital-transformation assessments, most recently for RockFiber, a full audit of their AI posture and roadmap.

  • Full AI & DX assessment
  • Founder office hours
  • Investor-ready technical narrative
  • Discounts for partner accelerators (CIC Japan & more)
Reference Engagement

RockFiber · Full Assessment

End-to-end AI & digital-transformation audit covering data, stack, talent posture, and 12-month roadmap. A template for new startup engagements.

Our Commitments

How every Brighture engagement works.

Four non-negotiable principles that show up in every contract, every deliverable, every conversation.

⌖ IP

You own everything we build

Zero IP claims on project deliveries. Code, models, documentation, training data, prompts, evaluation harnesses, all of it transfers cleanly to you. Brighture retains no rights to anything created during the engagement.

§ NDA

Mutual NDA on day one

We sign a mutual NDA before discovery begins. Your data, roadmap, customer information, and trade secrets stay yours, with reciprocal protection for ours.

✦ Pricing

Reasonable, transparent rates

Boutique pricing without the enterprise-consultancy markup. Flat fee structure, senior operators only, no billing pyramid. You see exactly what you're paying for.

∑ Outcomes

Measured in KPIs & profit

Targets defined up front and measured against the metrics your board cares about. Past engagements have unlocked $110M+ in measurable value across savings and revenue.

04 · Specialized Capabilities

Where AI meets
the real world.

Behind the advisory work sits a proven team of cloud, MLOps, AI/ML, and GenAI engineers and scientists, which means we can leave the room with a deployed system, not just a memo.

  1. / 01

    Multi-modal agentic platforms

    Production agentic systems fusing speech, text, telemetry, and sensory data as inputs, orchestrated end-to-end, observable in production, with humans in the loop where it counts.

  2. / 02

    Edge, cloud, and air-gapped AI

    Architecting AI for the environment it has to live in, public cloud, hybrid, on-prem, or fully air-gapped deployments for regulated, defense, and sensitive-data settings.

  3. / 03

    Salesforce extensions & add-ons

    Custom features, plug-ins, and AI add-ons that extend Salesforce into the workflows it doesn't natively cover, agent assistance, predictive scoring, and AI-driven analytics layered into the surfaces sellers already use.

  4. / 04

    Battery analytics & energy AI

    Hybrid physics-informed + data-driven SOH/RUL models, knee-point detection, fleet monitoring, and digital twins for energy storage integrators and asset owners.

  5. / 05

    Cyber-physical security & resilience

    Resilient consensus, attack detection, and secure autonomy for connected devices, vehicles, and control systems, drawn from the founder's MIT and IEEE research.

  6. / 06

    Digital twins & Industry 4.0

    Factory, fleet, and grid digital twins connecting IIoT data, machine learning, and control theory, real-time dashboards with actionable recommendations.

  7. / 07

    Web development & AI surfaces

    Production web applications, marketing sites, dashboards, and AI-powered web surfaces. Modern stacks (React, Next.js, Astro, Vue), API design, and full-stack delivery for AI features that need a clean front door.

05 · Specialized Advisory

Where AI meets
law, capital, and risk.

Some of our most consequential work happens outside the build cycle, in the rooms where AI strategy collides with legal exposure, grant committees, and contested technical claims.

§ Legal & Disputes

Expert Witness & Subject Matter Expert

Expert-witness, subject matter expert, and technical advisory engagements on AI and digital-transformation conflicts: contractual disputes, IP litigation, regulatory reviews, procurement disputes, and SME testimony. Independent, documented, defensible.

∑ Decision Support

Business Analytics & KPI Modeling

Standalone business-analytics engagements, KPI modeling, market analysis, scenario planning, for leadership teams that need a rigorous answer before a board meeting, not after.

✦ Public & Private Funding

Grants, RFPs & Proposal Writing

Co-authoring proposals and RFP responses for both public and private funding: U.S. federal programs (DOE, DOD, NSF, NIH), state and municipal initiatives, private foundations, and international funding bodies across Europe and Asia. Partnership formation included.

06 · Education & Enablement

Workshops,
tutorials, and workflow design.

Beyond delivery, Brighture runs targeted educational programs for teams adopting AI, from one-day executive workshops to multi-week tutorials that leave engineering teams with the workflows, prompts, and evaluation harnesses they need to keep going on their own.

Architecting at the edge or in the cloud, designing evaluation pipelines, building agentic workflows, or making sense of GenAI tooling, we shape the program around the gap your team actually has.

Executive Workshops Engineering Tutorials Workflow Design Edge AI Architecture Cloud AI Architecture Agentic Patterns Evaluation & Guardrails MLOps Foundations

Have a specific question?
Or a vague itch?

Both work as starting points. A 30-minute conversation is the fastest way to find out whether Brighture is a fit, or whether we should point you somewhere better.

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