Technical Engineering Domains
Deep expertise in 9 core technical domains. Specialized knowledge where enterprise engineering services demand proven solutions. No generalists. No guesswork.
GenAI Enablement
Production AI That Actually Works
Most organizations are stuck in GenAI pilot purgatory—impressive demos that never reach production. We architect production-ready AI systems that solve real problems: RAG pipelines that don't hallucinate, agents that actually complete tasks, and custom models that outperform GPT-4 on your specific use cases.
We deliver: Production-grade MCP implementations, custom LLM training on your data, agentic workflows with tool calling, vector database optimization, fine-tuned embedding models, AI-native application architectures, and GenAI governance frameworks that scale with your business.
Production AI Architecture
MCP server implementations, multi-agent orchestration, vector database architectures (Pinecone, Weaviate, Qdrant), streaming inference pipelines, and fault-tolerant AI service meshes that handle real-world load
Agentic Workflow Systems
Multi-step reasoning chains, tool-calling agents with external APIs, ReAct pattern implementations, human-in-the-loop workflows, and autonomous decision systems with safety guardrails and audit trails
Custom Model Development
Domain-specific fine-tuning (LoRA, QLoRA), RLHF pipelines, embedding model customization, on-premises deployment with vLLM/TGI, and model serving optimization for cost and latency constraints
Enterprise AI Governance
MLOps pipelines with monitoring and observability, prompt injection defense, data privacy compliance (GDPR, HIPAA), model versioning and rollback systems, and cost optimization across model providers
Core Engineering Domains
Where engineering excellence meets business impact
GenAI Engineering
Beyond the Hype
Reality check: Your AI demo impressed the board. Your production AI is embarrassing your engineers. We build GenAI that works when it matters—not just when VCs are watching.
We fix: RAG architectures that hallucinate, embedding pipelines that leak memory, LLM costs that make CFOs cry, and prompt injection attacks that make security teams panic.
Data Architecture
Truth Over Dashboards
Your data warehouse is a beautiful disaster. Terabytes of storage, gigabytes of insights, zero impact on decisions. We turn data graveyards into competitive advantages.
We deliver: Pipelines that don't break at 3am, metrics people actually trust, warehouses that perform like they should, and analytics that drive real business outcomes.
Product Engineering
Reality Therapy
Your roadmap looks impressive. Your velocity doesn't. Your platform is 'scalable' except when it needs to scale. We unstick what's stuck and make hard technical decisions you've been avoiding.
We provide: Architecture that grows with your business, platform boundaries that make sense, technical debt strategies that work, and product velocity that compounds.
Security Engineering
Real Protection, Real World
Security theater is expensive. Security breaches are existential. We build defenses that work against actual threats, not compliance checkboxes.
We implement: Zero-trust architectures that don't trust marketing, incident response that responds to incidents, threat models based on real threats, and security cultures that stick.
Performance Engineering
Speed at Scale
Fast enough for your laptop isn't fast enough for your customers. We optimize systems for the loads they'll actually face, not the loads you hope they won't.
We eliminate: Bottlenecks that kill growth, latency that kills conversions, resource waste that kills margins, and performance debt that kills engineering velocity.
Crisis Engineering
When Everything Breaks
Production is down. Revenue is bleeding. Blame is flying. We thrive in chaos, solve under pressure, and document for next time.
We restore: Service availability, data integrity, team confidence, and executive sanity. Then we prevent it from happening again.
Cloud Technologies
Beyond Migration Theater
You didn't move to the cloud to pay more for the same problems. We architect cloud-native solutions that deliver on the promise of scalability, reliability, and cost efficiency.
We deliver: Kubernetes clusters that don't need babysitting, serverless architectures that actually save money, multi-region deployments that survive disasters, and cloud costs that make sense.
Digital Transformation
Technology That Transforms
Digital transformation isn't about buying more software. It's about using technology to fundamentally change how your business operates, competes, and wins.
We enable: Legacy modernization that preserves business logic, API strategies that connect everything, automation that eliminates toil, and platforms that empower teams.