Available for new engagements

Building smarter systems for
modern businesses

AI agent development, digital workflow automation, and legacy system redesign for small to mid-size businesses.

8+
Years of experience
15+
Systems modernized
40%
Avg. process reduction

Strategic AI & Systems Engineering

AI Agent Development

Custom intelligent agents that automate research, triage, communication, and decision-making workflows.

Digital Workflow Automation

End-to-end automation of repetitive business processes to reduce manual effort and eliminate human errors.

Legacy Modernization

Audit, redesign, and incremental migration of aging systems while preserving institutional knowledge.

A proven path from idea to impact

Business & process discovery

We map your current workflows, identify bottlenecks, and assess which processes are strong candidates for automation or AI augmentation.

Free consultation

Activities

  • Stakeholder interviews and process walkthroughs
  • Current system and integration inventory
  • Volume, frequency, and complexity assessment
  • Data quality and access evaluation

Deliverables

  • Process map of target workflows
  • Automation opportunity scorecard
  • Prioritized backlog of improvements
  • Estimated ROI per initiative

Solution architecture & planning

We design the technical architecture for each initiative — choosing the right tools, integration patterns, and AI models before writing a line of code.

Architecture

Activities

  • Agent and microservice architecture design
  • Integration pattern selection (API, webhook, polling)
  • LLM and tool selection per use case
  • Security, compliance, and data handling review

Deliverables

  • System architecture diagram
  • Technical specification document
  • Build vs. buy vs. integrate decision log
  • Phased implementation roadmap

Iterative development & testing

Agents, automations, and microservices are built in short sprints with working demos at each checkpoint. You see progress weekly.

Core phase

Activities

  • Agent and automation development in 1-week sprints
  • Unit and integration testing at each sprint
  • Weekly demos with your team for feedback
  • Version-controlled, documented codebase

Deliverables

  • Working AI agents / automation pipelines
  • API integrations with your existing systems
  • Technical documentation and runbooks
  • Admin dashboard or monitoring interface

Deployment & team onboarding

We deploy to production with a structured rollout plan, train your team, and run a live monitoring period before full handoff.

Go-live

Activities

  • Staged production deployment with rollback plan
  • Team training sessions (async video + live)
  • Live monitoring and performance baselining
  • Two-week hypercare support window

Deliverables

  • Live production system
  • Training materials and recorded walkthroughs
  • Monitoring dashboard with alerts
  • Incident response playbook

Measurement & continuous improvement

We track KPIs against the discovery baseline, identify new automation opportunities, and evolve the system as your business grows.

Continuous

Activities

  • Monthly KPI reviews against baseline metrics
  • Model and prompt tuning based on real outputs
  • New opportunity identification as business evolves
  • Proactive maintenance and dependency updates

Deliverables

  • Monthly performance report
  • Continuous improvement backlog
  • Tuned models and updated configurations
  • Quarterly strategy review and roadmap update

Proven business impact

Predictive Planning

AI-powered

Google Sheets API · ML · Next.js

AI-powered Google Sheets add-on that enables predictive planning and trend forecasting directly inside spreadsheets without complex formulas.

ML Add-on Data
View project →

Web Design & Development

Web Design

Google Sheets API · Next.js · Design

Custom-built websites showcasing end-to-end web design and development. Y-Swim uses a live Google Sheets backend for instant coach updates. Mikalogix is this professional consultancy presence.

Frontend CMS Design

AI Job Search Assistant

AI-powered

Gemini API · Search Grounding

AI-powered job discovery tool that finds and surfaces relevant job listings based on skills, experience, and preferences — reducing manual search time.

GenAI Search Tool UX
View project →

Job Application Tracker

Automation

Gmail API · NLP · Integration

Email-parsing automation that monitors your inbox, extracts application data, deduplicates records, and tracks status changes without manual entry.

Gmail API NLP Automation
View project →

Resume Builder

AI-powered

AI Generation · PDF Export

AI-assisted resume builder that generates tailored, role-specific resumes from a master profile — formatting, optimizing, and exporting polished documents.

AI PDF Optimization
View project →

Community & Outreach Design

Community

Graphic Design · Branding · Outreach

Graphic design and web work for local organizations. Includes branding and fundraiser design for the St. James Men of Charity, and a community site for Knights of Columbus Council 2393 to support council initiatives and charitable outreach.

Design Community Branding

Ready to modernize how you work?

Let's talk about what's slowing your business down and how to fix it.

Book a free discovery call

Real problems, proven solutions

AI-powered

Intelligent Workflow Engine

Problem

A growing operations team was drowning in inbound requests routed manually by a coordinator. Misrouting caused delays, duplicated work, and frustrated staff — with no visibility into volume or patterns.

Solution

Built an LLM-backed classification and routing engine that reads each inbound request, determines the correct team or automated handler, and dispatches it instantly. Integrated with existing email and ticketing infrastructure with no workflow disruption during rollout.

Outcome

60% reduction in average response time. Eliminated the manual routing role, freeing the coordinator for higher-value work. Leadership gained full visibility into request volume and patterns for the first time.

Tech: Claude API, Webhooks, Node.js
AI-powered

SMB Operations Assistant

Problem

A 25-person professional services firm had institutional knowledge scattered across Slack threads, Google Drive folders, and individual inboxes. New hires took months to get up to speed and senior staff spent hours a week answering repeat operational questions.

Solution

Deployed an AI agent connected to Slack and Google Workspace via RAG pipelines. The agent answers operational questions, summarizes reports on demand, and drafts routine communications — drawing from the firm's own documents and conversation history as its knowledge base.

Outcome

Senior staff reclaimed an estimated 4–6 hours per week. New hire ramp time dropped significantly. The firm's collective knowledge became instantly searchable and actionable without any change to existing tools.

Tech: RAG, Slack API, Google Drive, Claude API
Legacy modernization

Oracle EPM Modernization

Problem

A finance team was running monthly close on a decade-old Oracle EPM reporting stack held together with manual exports, Excel transforms, and undocumented tribal knowledge. Every close cycle carried risk and consumed days of analyst time.

Solution

Conducted a full audit of the existing stack and redesigned the architecture with incremental ETL pipelines and a modern BI layer on top. Migration was staged to avoid disrupting live finance operations, with parallel running during the transition period.

Outcome

Monthly close cycle shortened by 3 days. Report generation moved from hours to minutes. Tribal knowledge was documented and encoded into automated processes, eliminating single points of failure.

Tech: Oracle EPM, ETL, Power BI, SQL

See yourself in one of these scenarios?

Let's talk through your situation and map out what's possible.

Book a free discovery call

Privacy Policy

Last updated: May 27, 2026

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