MavenFDE - AI Forward Deployed Engineer Workbench

MavenFDE is an AI-first solution design and proof-of-concept workbench that helps organisations reimagine how solutions are designed, validated and delivered. Built for Solution Architects, Forward Deployed Engineers and business analysts, MavenFDE turns messy discovery inputs—conversation transcripts, screen recordings, whiteboard photos and workshop notes—into consistent, governance-ready requirements and a live prototype, collapsing handoffs and reducing translation errors between business intent and technical implementation. Rather than asking "can AI replace business analyst" or "will AI replace business analyst jobs," MavenFDE demonstrates how business analyst and AI collaboration accelerates outcomes- it automates repetitive documentation, preserves context, and empowers skilled analysts to focus on stakeholder engagement, problem scoping and strategy. The platform generates Solution Architecture Documents, functional and non-functional requirements, a dynamic traceability matrix and a RAID log while intelligently flagging ambiguity, dependencies and risks so teams can proactively address issues during AI project cycle problem scoping and when defining AI project requirements. Integrated OnePASS coding agents then convert the same ADAPT-compliant requirements into clickable UI mockups, testable API endpoints or database schemas, enabling rapid validation in days instead of months. For professionals wondering how AI can help business analyst roles or exploring "how to become AI business analyst," MavenFDE also illustrates the practical skills and tools—AI tools for business analyst workflows, conversational analysis and prototype validation—that matter in modern delivery. The result is a tighter, auditable loop from discovery to prototype, measurable reductions in rework, and a scalable way to democratise development across enterprise and SMB contexts. MavenFDE is not about replacing human expertise; it’s about amplifying it—providing the right blend of automation, traceability and intelligent insight so teams can deliver higher-quality solutions faster, future-proof initiatives and truly see how reimagining processes with generative AI transforms, grows and scales the business.

Maven FDE AI Product Brief

Download the product brief to see how MavenFDE converts discovery artefacts into governance-ready requirements and live prototypes, reduces translation errors and rework, and accelerates AI project validation with traceability, risk insights and integrated coding agents.

Be on the right side of AI

From Discovery to Prototype

Frictionless Requirements - One Source of Truth

MavenFDE ingests messy discovery inputs—conversation transcripts, screen recordings, whiteboard photos and workshop notes—and produces governance-ready Solution Architecture Documents, functional and non-functional requirements, and comprehensive test plans from a single source of truth. By collapsing the multi-stage handoffs between business analysts, solution architects and developers, it eliminates translation errors and preserves context so teams can validate intent against implementation. Rather than asking if AI will replace business analysts, MavenFDE shows how business analyst and AI collaboration automates repetitive documentation, elevates stakeholder engagement and accelerates problem scoping in enterprise and SMB deliveries.

Live Traceability and Governance at Scale

MavenFDE maintains a dynamic traceability matrix that links high-level business goals to epics, user stories, functional requirements and individual test cases, creating an auditable chain from strategy to delivery. This live governance tool updates as requirements evolve, ensuring every change is traceable and measurable against project objectives. By making alignment visible and persistent, teams reduce rework, improve prioritisation and maintain compliance across complex programmes. Built around ADAPT-compliant outputs, the platform supports future-proof, customer-first solutions that scale while keeping stakeholders informed and accountable.

Proactive Risk Detection and RAID Automation

MavenFDE continuously analyses requirements and discovery artefacts to identify ambiguity, contradictions and unaddressed dependencies, surfacing them as actionable entries in a project`s RAID log. Its intelligent risk identification accelerates issue discovery during AI project cycle problem scoping and helps teams remediate assumptions before they cascade into costly rework. By automating dependency mapping and suggesting mitigations, the platform empowers solution architects, forward deployed engineers and business analysts to make informed trade-offs early, reducing project uncertainty and improving delivery predictability while preserving an auditable record of decisions.

OnePASS Prototyping- Validate Solutions Fast

MavenFDE pairs its ADAPT-compliant requirements outputs with the integrated OnePASS coding agent to automatically generate clickable UI mockups, live API endpoints or complete database schemas, turning documentation into testable prototypes in days, not months. This closes the loop between intent and implementation so stakeholders can validate assumptions, iterate quickly and de-risk design choices. By automating prototype creation, MavenFDE democratises development for product owners and empowers forward deployed engineers and business analyst with AI tools for business analyst workflows to focus on strategy, usability and measurable outcomes.

Become AI First

AI just scored a historic win in the International Collegiate Programming Contest, with OpenAI’s GPT-5 and Google’s DeepMind outperforming nearly every human team. The discussion focuses on whether this marks a real inflection point for AI, shifting from competition success to the frontier of scientific discovery. Key themes include public perception, the pace of progress, and what these results signal for the future of the field.

Case studies showing how ai can help business analyst roles and prototyping

Maven FDE View of the World

The MavenFDE case studies showcase real projects where our AI-first workbench transformed messy discovery into governance-ready requirements and functioning prototypes. Read how teams used MavenFDE and OnePASS to turn transcripts, screen recordings and workshop notes into Solution Architecture Documents, dynamic traceability matrices and clickable UI mockups, reducing translation errors and accelerating POC cycles from months to days. Each study highlights practical outcomes—reduced rework, proactive RAID logs, clearer AI project requirements—and illustrates how business analyst and AI collaboration can amplify expertise and speed decision-making across enterprise and SMB contexts.

Rapid Pitch Prototype for a Digital Agency

From discovery chaos to a demo-ready prototype in days

Compliance-Ready Claims Modernisation

Bringing regulatory traceability and early risk detection to claims transformation

Faster Compliant Product Launches

Partner licensing and role-based certification to scale regulated delivery in fintech

Tailored Innovation

See Maven FDE in Action

Ready to accelerate design and validate ideas in days, not months? Contact Maven Technologies to schedule a tailored demo and discovery session where we`ll show how MavenFDE converts transcripts, recordings and workshop notes into governance-ready requirements, maintains live traceability and uses OnePASS to deliver clickable prototypes for rapid validation. We`ll map your current workflow, identify automation opportunities, and outline a pragmatic roadmap to reduce translation errors, lower rework and future-proof delivery while preserving your analysts` expertise. Get in touch to explore a bespoke POC.