Services
Six practice areas.
One trusted partner.
From hands-on AI implementation to architecture leadership and legacy modernization. Senior people, direct accountability, and a focus on what actually ships.
AI Workflow Assessment & Implementation
Production AI that changes how work gets done — not pilot projects that go nowhere.
We assess your workflows, identify the highest-value AI integration opportunities, and build production systems that work within your real technical environment. We specialize in AI that reduces manual effort, improves accuracy, and scales with your operation — from LLM-powered extraction and classification to intelligent process automation. The deliverable is a working system, not a proof of concept.
Ideal for
Organizations with document-heavy, data-intensive, or high-volume manual workflows in insurance, healthcare, financial services, or enterprise operations — ready to move beyond experimentation into production deployment.
Business problems we address
- Manual, repetitive operations consuming skilled staff who should be doing higher-value work
- Inconsistent data extraction, classification, or processing decisions causing downstream errors
- AI pilots and proofs of concept that never made it into production
- Integration complexity between AI capabilities and existing business systems
- Uncertainty about which AI investments are worth making and where to start
Typical deliverables
- AI opportunity assessment with prioritized implementation roadmap
- Production AI pipeline architecture and system design
- LLM and ML model integration, orchestration, and prompt engineering
- Intelligent automation pipeline development and testing
- API and data integrations connecting AI to existing business platforms
- Monitoring, validation frameworks, and team knowledge transfer
Outcomes & value
- Significant reduction in manual processing time and associated operational cost
- Higher accuracy and consistency in data extraction and operational decisions
- Scalable, production-ready AI systems integrated with existing platforms
- Measurable ROI from operational throughput and efficiency gains
Intelligent Document Processing
Turn document-heavy operations into automated, auditable workflows.
We design and build end-to-end intelligent document processing systems that handle the full lifecycle: classification, extraction, validation, exception handling, and downstream routing. Whether you are processing insurance submissions, healthcare records, regulatory filings, or financial documents — we build systems that replace unreliable manual processes with AI-powered pipelines that operate accurately and at scale.
Ideal for
Insurance carriers, healthcare organizations, financial services firms, legal operations, and government-adjacent organizations processing high volumes of structured or semi-structured documents where accuracy, speed, and auditability all matter.
Business problems we address
- High-volume document intake consuming operational staff time that should go elsewhere
- Inconsistent or inaccurate data extraction causing downstream errors, delays, and rework
- Complex document workflows with manual handoffs, exception queues, and quality control gaps
- OCR and extraction tools that are inaccurate, poorly integrated, or hard to maintain
- Compliance and audit requirements that manual processes cannot reliably satisfy
Typical deliverables
- Document classification and intelligent intake routing systems
- AI-powered field extraction with domain-specific validation rules
- OCR integration, image quality enhancement, and structured post-processing
- Exception handling, human-in-the-loop review workflows, and audit logging
- API and database integrations with downstream platforms
- Compliance reporting, monitoring dashboards, and team handoff documentation
Outcomes & value
- 70–90% reduction in manual document handling per workflow
- Near-zero extraction errors with layered validation and exception management
- Scalable processing capacity without proportional headcount increase
- Full audit trail and compliance documentation across every processing event
Legacy Modernization Blueprint
A clear path from fragile legacy systems to modern, maintainable platforms.
We specialize in the hard work of legacy modernization — the systems your team dreads touching, that have become expensive to maintain, and that are slowing down everything your business wants to do next. We begin with a structured architecture assessment that surfaces the real risks and highest-leverage opportunities, then lead phased modernization that reduces risk while delivering progressive, measurable value throughout the engagement.
Ideal for
Mid-size to enterprise organizations running mission-critical applications on legacy .NET, older Java stacks, or tightly-coupled monolithic platforms that need a clear modernization path without a high-risk big-bang replacement.
Business problems we address
- Mission-critical platforms that are fragile, expensive to maintain, and risky to change
- Monolithic architectures that limit feature velocity and erode engineering team confidence
- Tight coupling, shared database patterns, and technical debt that compound with every release
- Deployments that require a war room and a rollback plan every time
- Knowledge loss as original architects and developers move on, leaving undocumented systems behind
Typical deliverables
- Structured architecture assessment and risk-prioritized modernization roadmap
- Phased migration strategy (strangler fig, decomposition, or structured rewrite depending on context)
- .NET / C# / ASP.NET Core platform modernization and reconstruction
- API-first service boundaries, domain modeling, and database decoupling
- CI/CD and DevOps enablement running in parallel with modernization
- Architecture Decision Records, documentation, and team knowledge transfer
Outcomes & value
- Release confidence restored — deployments without the war room
- Engineering velocity increased as coupling and debt are reduced
- Modern, maintainable platform with documented architecture and clear boundaries
- Foundation established for continued investment and capability growth
Architecture Review & Platform Strategy
An outside expert eye on your platform before a costly decision gets made.
We conduct structured architecture reviews and platform strategy engagements for organizations at a technical inflection point — scaling a product, evaluating a major rebuild, preparing for due diligence, or trying to understand why the current platform is not performing. You get a clear, honest assessment of your architecture, documented risks and recommendations, and senior-level technical judgment to inform the decisions ahead.
Ideal for
Engineering leadership and product organizations preparing for a significant technical decision, scaling into new complexity, or requiring documented architectural clarity for strategic or governance purposes.
Business problems we address
- Scaling a product without a shared architectural vision or set of design principles
- Inconsistent patterns, undocumented decisions, and growing design entropy across the codebase
- Preparing for a major rebuild, cloud migration, or strategic technology investment
- Technical due diligence requirement from an investor, acquirer, or board
- Architecture decisions being made reactively without experienced oversight
Typical deliverables
- Structured architecture review with risk-prioritized findings and recommendations
- Architecture Decision Records (ADRs) for key design choices
- Technology selection and evaluation with documented rationale
- Platform engineering and architecture foundation development
- Architecture governance framework and review process
- Roadmap aligned with business goals, constraints, and technical realities
Outcomes & value
- Clear, documented architectural direction with shared understanding across the team
- Reduced technical risk from better-informed decisions before commitments are made
- Faster, more confident engineering decision-making under experienced guidance
- Platform assessed with the same rigor applied during technical due diligence
Cloud Platform Delivery
Cloud-native infrastructure and delivery pipelines that actually work in production.
We design and implement cloud-native architectures and modern delivery practices for organizations moving to the cloud, containerizing their platforms, or modernizing releases that have become risky and infrequent. We work on Azure and AWS with a focus on what matters in production: reliable deployments, consistent environments, meaningful observability, and infrastructure you can trust at scale.
Ideal for
Organizations migrating from on-premise to cloud, containerizing an existing platform, or modernizing a deployment pipeline that has become a bottleneck — particularly those without experienced cloud-native engineers to lead the transition.
Business problems we address
- Manual deployment processes where every release is a risk event
- Inconsistent environments between development, staging, and production causing "works on my machine" failures
- Lack of cloud architecture experience making migration planning feel risky
- Containerization and Kubernetes complexity without experienced practitioners to lead
- Limited observability leaving the team blind to what is actually happening in production
Typical deliverables
- Cloud architecture design and phased migration planning (Azure / AWS)
- Container strategy, Docker, and Kubernetes implementation (AKS / EKS)
- CI/CD pipeline design, implementation, and end-to-end testing integration
- Infrastructure as Code: Terraform, Bicep, or CloudFormation
- Observability, monitoring, alerting, and SLO frameworks
- Security baseline review and cloud cost optimization analysis
Outcomes & value
- Reliable, fully automated deployment pipelines with high release confidence
- Consistent, reproducible environments across development, staging, and production
- Improved system reliability and the observability to prove it
- Cost-optimized infrastructure that scales with the business
Fractional CTO & Engineering Leadership
Senior technical leadership on the terms that make sense for your organization.
We provide fractional CTO and embedded technical leadership for organizations that need experienced engineering decision-making — strategy, architecture, team oversight, vendor evaluation, program governance, and executive communication — without a full-time hire. We also step into stalled or struggling initiatives as a recovery resource: re-establishing direction, resolving vendor conflicts, and getting delivery back on track.
Ideal for
Growth-stage startups (Series A–C), organizations between engineering leaders, businesses managing a major technical transition, or any organization with a stalled initiative that requires senior technical authority to stabilize and move forward.
Business problems we address
- No senior technical leadership to own strategy, architecture direction, and delivery accountability
- Engineering team making architecture and technology decisions without experienced oversight
- Stalled or struggling technical initiative with unclear ownership, direction, or delivery path
- Difficulty bridging technical complexity and business stakeholders at the executive level
- Critical platform at a crossroads: rebuild, modernize, or migrate — with no one to drive the decision
Typical deliverables
- Technology strategy, roadmap development, and board or executive-level communication
- Architecture review, direction-setting, and ongoing governance
- Vendor evaluation, selection rationale, and partnership oversight
- Engineering team structure, hiring guidance, and leadership mentorship
- Program recovery: initiative assessment, delivery restructuring, and risk resolution
- Ongoing advisory retainer with structured access and defined deliverables
Outcomes & value
- Clear technical strategy that is coherent to both engineering and business leadership
- Engineering decisions made with experience and accountability, not by committee
- Stalled initiatives resolved and relaunched with defined milestones and ownership
- Reduced strategic execution risk and improved technology investment quality
Not sure which service fits?
Most engagements start with a discovery conversation. Tell us what you are trying to solve and we will identify the right approach.
Schedule a discovery call