design workflows.
automate workflows.
explain workflows.
simplify complex tools.
influence adoption.
build product content.
design workflows.

Juliet Edjere A.

AI Systems & Workflow Strategist

System thinker helping organisations design scalable workflows, operations, and knowledge systems for the AI era.

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Powering operations with...

Technical Architecture

AI-Native Environments (MCP): Connecting Claude/Cursor directly to databases.
Middleware Orchestration: Using OpenAPI specs to bridge business ecosystems.
Scalable Data Systems: Designing schema and architecture that scale with your business and support AI data retrieval.
API & Integrations: Orchestrating workflows and connecting disparate tools (Power Automate, Power BI, Make, n8n, REST APIs, Webhooks) to multiply team output.
AI-development: Moving from idea to functional POC using AI-native IDEs (Claude) and low-code architecture (Webflow, Bubble).

Operations & Strategy

Innovator Mindset: Applying product lifecycle experience to validate and launch AI-powered internal tools.
Workflow Automation: Co-designing with AI to bridge the gap between complex requirements and efficient digital workflows.
Documentation: Creating clear, user-friendly guides, video libraries, and process maps that ensure adoption of complex systems.
Process Optimisation: Auditing bottlenecks in operations to reduce shelfware and optimise spend through agentic leverage.
Data Governance: Ensuring data integrity, security, and granular access controls from day one.

FEATURED SYSTEMS

Operational systems I designed, improved, and scaled, turning complex workflows into scalable infrastructure.

Product Innovation

Legal Engineering (Alpodo)

Designed and prototyped an AI-native legal pricing and workflow intelligence system that structures messy legal data into defensible pricing and efficiency models.

AI SystemsLegal TechLLM Architecture

AI Automation

AI Agent Chat Orchestrator

Built an autonomous AI routing system that processes user intent, executes reasoning via LLMs, and enriches responses with real-time web data through API chaining.

AI Agentsn8nGeminiAPIs

Data Architect

Helplines Partnership

Redesigned and consolidated fragmented datasets across multiple departments into a unified relational data system.

Data ArchitectureAirtableDashboards

Co-Founder & Product

Immigration Tech (Trymaze)

Co-founded and led product development for a relocation-tech platform automating cross-border compliance and logistics workflows.

StartupsAPIsNo-Code

Integration Enablement

Documentation & User Enablement (Baserow)

Led content & integration enablement for a data collaboration platform, building API workflows and enterprise onboarding documentation.

Workflow DesignSaaSNo-code

Content Systems

Automation & API Systems (Bannerbear)

Created technical content and workflow guidance for an image and video automation API, simplifying complex use cases for non-technical users.

APIsAutomationUX Writing

Ideator & Strategy

Waveclerk Accounting

Launched an AI-powered tool that resolves accounting challenges without managerial overhead and successfully secured operational funding.

FinTechFundraising

Insights

Systems thinking, operational design, AI-era workflows, knowledge infrastructure

Product Development

Build applications (Vercel) with Baserow Headless CMS architecture

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Technical Tutorial

How to manage shared state in Bubble using custom events across pages

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Low-code development

Build internal tools with Baserow & Appsmith low-code frontend

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Automation

How to access local data in n8n by reading files from server

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Data Visualization

How to visualize Power BI data directly in Baserow

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Automation

Build a Baserow custom connector in Power Automate

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Operational AI Systems Toolkit

Welcome to the legal archive. Below, you’ll find a breakdown of real workflows, technical deep dives, and system reviews I've built to make operations smarter. Think of it as a library of plug-and-play frameworks, data architectures, and operational blueprints, fully documented and ready to be torn apart or implemented.

Research & Reports

State of Legal Tech 2025

The definitive 2025 annual industry benchmark.

Research & Reports

ROI of Legal Tech Investments 2025

Retrospective on 2025 legal tech ROI and consolidation.

Research & Reports

AI Compression Rewriting Matter Economics

A forensic audit framework for understanding where margin went and how to rebuild a pricing posture.

Research & Reports

Contract AI Implementation Kit

A strategic roadmap for deploying Agentic Contract AI within a law firm or corporate legal department post-2025.

Research & Reports

E-Discovery Vendor Evaluation Matrix

A strategic implementation kit for upgrading legal E-Discovery workflows to 2026 standards.

Research & Reports

Document Automation Architect Pack

A comprehensive implementation architect kit for deploying document automation systems.

Research & Reports

Questions to Ask Any AI Vendor

Critical due diligence checklist for AI vendor selection.

Research & Reports

Migrate to Clio in 30 Days

An expedited, high-velocity migration protocol designed to transition legal firms to Clio Manage.

Research & Reports

Contract Intake & Metadata Pipeline

A strategic blueprint for transitioning legal teams from unstructured email requests to a data-rich intake pipeline.

Research & Reports

Tech Stack Audit Checklist

Evaluate your current legal tech tooling configuration in 30 minutes.

Research & Reports

Generative AI Due Diligence Framework

Evaluate the security, privacy, and integrity risks of Gen AI vendors.

Research & Reports

Legal Automation Checklist Analysis

Critical gap analysis for identifying ROI leaks and automating high-volume legal workflows.

Research & Reports

Legal Tech Buying: Acquisition Audit

Prevent vendor lock-in, uncover hidden costs, and ensure data portability compliance.

Research & Reports

CLM Tier Fit Assessment

Essential due diligence framework for 2026 CLM vendor tiering structures.

Research & Reports

AI Agent Readiness Audit

Determine if your data and operations are structured enough to be successfully automated.

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Hello there! 👋🏼
I'm Juliet Edjere A.

WHO I AM

Lawyer by Training • Systems Thinker by Trade

I blend AI and no/low-code architecture to bridge the gap between Technical Execution and User Adoption. With over 500 API integrations, processes and automation documented, I leverage AI, low-code and no-code to map pain points, automate solutions, and scale knowledge to build clarity into systems and combine insight with lean methodology.My career began in law. Over time, I transitioned into roles focused on process improvement and documentation that makes complex systems accessible to everyone. I streamline workflows and remove bottlenecks to help teams adapt to new systems and refine how technology is adopted and maximised based on existing workflows.My goal is to refine how teams work, simplify processes, scale operations, and make knowledge more usable at every level.