Services

Ship faster, scale with confidence, and integrate AI without the guesswork.

Engineering

Software built for how your business runs, from first prototype to enterprise scale. Optimized for performance and security.

Product & SaaS development

Build and evolve customer-facing products with the architecture, UX, and reliability a growing startup needs.

Product design · Full-stack build · Billing & onboarding · Iterative releases

Enterprise applications

Internal tools, integrations, and platforms built for reliability, access control, and multi-team use.

Internal portals · System integrations · Role-based access · Observability

Rapid prototyping & MVP

A focused, production-ready product in two weeks — one core workflow, deployed and testable with real users.

Scope workshop · Core user flow · Auth & deploy · One key integration

Application modernization

Upgrade legacy systems to modern stacks and architectures — without a risky big-bang rewrite.

Strangler-fig migrations · API modernization · Cloud re-platforming · Incremental cutovers

Workflow automation

Replace manual handoffs, spreadsheets, and copy-paste work with reliable automated flows your team can trust.

Process mapping · Approval & routing · Notifications & alerts · System triggers

From prototype to production

Harden AI-generated or rushed prototypes into maintainable, secure systems your team can own.

Code review & refactor · Test coverage · CI/CD setup · Documentation

AI Solutions

Custom agents, chatbots, retrieval pipelines, and MCP servers designed for demanding production workflows.

Agents & Chatbots

Conversational interfaces and autonomous agents that handle real tasks — grounded in your data and wired into your workflows.

Custom agents · Chatbots · Tool use & orchestration · LLM APIs

RAG Pipelines

Retrieval systems that make your documents, wikis, and databases answerable — with accurate sourcing and sensible guardrails.

Document ingestion · Embeddings & indexing · Retrieval tuning · Evaluation & monitoring

MCP Servers

Model Context Protocol servers that connect LLMs to your tools, APIs, and internal systems — securely and maintainably.

Server design & build · Tool & resource definitions · Auth & access control · Client integration

Advisory

Make educated decisions with expert technical guidance and strategy for product, platform, AI, and compliance.

Tech & security audit

An honest assessment of architecture, dependencies, auth, data handling, and deployment risk — with a prioritized fix list.

Architecture review · Security assessment · Dependency audit · Remediation roadmap

Technical strategy & roadmapping

Prioritize what to build next — product, platform, integrations, and AI — with a roadmap your team can actually execute.

Opportunity assessment · Build vs. buy guidance · AI use-case evaluation · Phased roadmap

Compliance readiness

Gap analysis and practical guidance for SOC 2, HIPAA, GDPR, and security questionnaires — so compliance doesn’t block your next deal.

Framework gap analysis · Policies & controls review · Security questionnaires · AI governance

How we partner with you

Designed around your goals, your timeline, and your team.

1

Discover

Understand goals, constraints, and what success looks like — including what not to build.

2

Pilot

Prove the approach in a bounded scope before committing to full build.

3

Build

Deliver with regular check-ins, clear milestones, and no surprise pivots.

4

Partner

Launch, train your team, and stay available as you grow.

Technologies & capabilities

A sample of what we work with across engagements.