Build the systems your business can scale on.
Custom software, AI automation, and data platforms for organizations that have outgrown manual operations.
The work is growing. The systems are not.
Most teams do not fail because they lack tools — they fail because the tools do not fit how the business actually operates. We turn that friction into software that is secure, measurable, and built to scale.
Spreadsheets are running the business
Critical operations live in fragile spreadsheets only one person fully understands — and every change is a risk.
Manual work slows everything down
Teams re-key data, chase approvals over email, and copy between tools instead of doing the actual work.
Your data is scattered
Numbers live in a dozen disconnected systems, so every report is a manual reconciliation that's stale on arrival.
Off-the-shelf software doesn't fit
You bend the business to the tool, pay for seats you don't use, and still can't get the workflow you need.
AI experiments never ship
Impressive demos stall before production because there's no evaluation, governance, or path into real systems.
Leadership is flying blind
Decisions wait on hand-built reports instead of real-time visibility into what's actually happening.
The gap between what your tools can do and what your business actually needs — that's where we work.
Six practices. One partner accountable for the outcome.
Engage one practice or several — the same senior team owns delivery until it works in production.
AI & Data Innovation
Build production AI systems, LLM applications, retrieval pipelines, evaluation harnesses, dashboards, and modern data platforms.
- Generative AI & LLM Applications
- Agentic Workflows & Copilots
- Data Engineering & Warehousing
- Business Intelligence & Analytics
- ML Ops & Model Lifecycle
- Predictive & Prescriptive Models
Software Engineering
Ship custom enterprise software, SaaS platforms, mobile apps, APIs, portals, admin tools, and modernization programs.
- SaaS Product Development
- Web & Mobile Applications
- Custom Enterprise Software
- API & Platform Engineering
- QA, Automation & SDET
- DevOps & Release Engineering
Advisory & Strategy
Align technology decisions with business outcomes through discovery sprints, architecture reviews, product strategy, and CTO-level guidance.
- Digital Transformation Strategy
- Technology Due Diligence
- Product Discovery & Scoping
- CTO-as-a-Service
- Architecture Review
- Enterprise Portfolio Rationalization
Cloud & Infrastructure
Modernize infrastructure across AWS, Azure, and Google Cloud with Kubernetes, SRE, observability, FinOps, and infrastructure-as-code.
- Cloud Migration & Modernization
- Kubernetes & Container Platforms
- Site Reliability Engineering
- Infrastructure-as-Code
- FinOps & Cost Optimization
- Multi-cloud & Hybrid
Cybersecurity
Design secure systems, harden applications, prepare for SOC 2, ISO 27001, HIPAA, and PCI-DSS, and integrate security into delivery.
- Security Architecture Review
- SOC 2 / ISO 27001 / HIPAA Readiness
- Penetration Testing
- Identity & Access Management
- Application Security (SAST/DAST)
- Managed Detection & Response
Experience Design
Design interfaces, design systems, customer portals, internal tools, and product experiences people actually use.
- Product Design & UX Research
- Design Systems at Scale
- Service Design
- Brand & Marketing Sites
- Accessibility (WCAG 2.2)
- Motion & Interaction Design
Built on the platforms you already run
From manual workflow to working system.
Common problems we turn into reliable software — each one shipped, documented, and owned by a senior team.
Automate internal approvals
Replace email-and-spreadsheet approval chains with routed, audited, self-documenting workflows.
Replace spreadsheet operations
Turn a business-critical spreadsheet into a real application with roles, validation, and history.
Client & partner portals
Secure, branded portals for onboarding, documents, billing, and self-service.
Leadership dashboards
Real-time reporting that unifies your source systems into one trustworthy view.
Connect your systems
Integrate Stripe, CRMs, ERPs, email, and calendars so data flows automatically instead of by hand.
AI assistants for your workflows
Support, sales, and operations copilots grounded in your own data, rules, and guardrails.
Secure admin & internal tools
Role-based internal tools that run the day-to-day without exposing the underlying systems.
Modernize legacy systems
Migrate aging applications to maintainable, cloud-native platforms — without a big-bang rewrite.
Built for teams that have outgrown off-the-shelf.
We work with leaders who need reliable digital infrastructure beyond what generic tools can provide.
CIOs modernizing legacy systems
Replace aging platforms without a risky big-bang rewrite.
Founders building SaaS products
Get from idea to a production MVP on a foundation that scales.
Healthcare teams shipping regulated software
Clinical AI and HIPAA-ready platforms built for human review.
Finance teams improving data and compliance
Trustworthy data platforms and audit-ready systems.
Operations teams replacing spreadsheets
Turn fragile manual workflows into secure, measurable software.
SaaS companies becoming enterprise-ready
SSO, SCIM, RBAC, audit logs, and the security posture buyers require.
A delivery rhythm you can show your board.
Our delivery framework: four phases, written decisions, weekly demos, executive-grade reporting. No black boxes, no surprise invoices.
Outcome alignment
A structured discovery sprint that produces a written business case, scope, and success metrics — signed off by your executive sponsor before a line of code.
Architecture & design
Target architecture, data model, and design system. Technical spikes on the riskiest assumptions, so delivery starts on proven ground.
Engineer in sprints
Two-week increments with production code, weekly demos, and a written release log. Your leadership sees progress — not slides.
Operate & evolve
24×7 SRE, observability, and a roadmap cadence. We hand off on your timeline — fully documented, or keep us for managed services.
The kinds of systems we're built for.
Representative of the work our senior teams take on — the complex, regulated, high-stakes platforms that generic tools can't carry.
AI · HealthcareClinical triage & intake copilots
LLM-assisted intake and triage with an embedded evaluation harness and clinician-in-the-loop review — engineered for HIPAA-grade environments.
Data & BI · FintechRevenue intelligence platforms
A modern data stack with a semantic layer that unifies fragmented source systems and shifts executive reporting from monthly to daily.
Cloud · EnterpriseMonolith-to-microservices modernization
Strangler-fig migration of legacy estates to container-native platforms with zero-downtime cutovers and an honest TCO model.
AI · FinancialAgentic research copilots
Multi-tool agents with document ingestion, market-data APIs, and an evaluation loop — designed for the rigor regulated teams require.
SaaS · LogisticsOffline-first field-service apps
Cross-platform mobile apps with conflict-free sync for technicians working across unreliable networks.
Senior teams, honest delivery, software you own.
The operating principles behind every engagement.
Senior-led delivery teams
Our delivery teams are led by senior practitioners with deep experience across enterprise software, AI, data, cloud, and security — not juniors learning on your budget.
Written decisions and weekly demos
You see progress as working software and a written release log — not status slides.
Secure-by-default architecture
Role-based access, least privilege, and secure patterns from the first commit.
AI systems with evaluation and governance
We build the evaluation, logging, and guardrails that make AI dependable in production.
Cloud-native, documented, maintainable
Reproducible infrastructure and clean documentation you can operate and extend.
Full source and documentation handoff
You own everything we build. No lock-in, no black boxes.
Built for regulated, complex, high-stakes domains.
We specialize where complexity is highest and packaged software gives up.
Healthcare & Life Sciences
EHR integrations, patient engagement, and clinical AI — built for HIPAA-grade environments.
- Epic / Cerner integration
- FHIR & HL7 pipelines
- Patient-facing apps
Built in Chicago. Delivered anywhere.
Senior engineers coordinated by one accountable practice lead from our Chicago headquarters — production-grade delivery for enterprises wherever they run.
Start with the thinking, not the invoice.
Enterprise AI readiness scorecard
An honest 3-minute self-assessment across the eight dimensions that decide whether an AI workflow survives production.
Take the assessment FrameworkThe Enterprise LLM Maturity Model
The four stages between AI experiments and a governed production capability — and what must be true at each.
Read the framework How we engageThe Meridyn Cadence
Align, architect, deliver, operate — the four-phase delivery framework every engagement runs on.
See how we workPerspectives from the lab.
Field notes, whitepapers, and webinars from our senior practitioners — written for the executives and engineers who actually have to decide.
The Enterprise LLM Maturity Model
A four-stage framework for leaders evaluating AI readiness — from sandbox experimentation to production governance.
Modernizing without the rewrite trap
How teams avoid the classic three-year rewrite by using strangler-fig migrations instead of big-bang replacements.
Designing clinical AI that clinicians trust
What it takes to ship AI into regulated clinical workflows — evaluation, governance, and human-in-the-loop by design.
Evaluation is the new unit test
Production LLM systems need evaluation loops that look nothing like traditional QA. Here's how we think about it.
Have a workflow, product idea, or data problem that needs to become a real system?
Tell us what you are trying to build. A senior practice lead will respond within one business day with an honest read on fit, scope, risks, and next steps.
Have something ambitious to build?
Tell us the outcome you're chasing. A senior partner will respond within one business day with an honest read on fit, scope, and shape.