AI That
Ships Results.
We modernize legacy enterprise systems with production-grade agentic AI, spanning infrastructure assessment, institutional knowledge, and operational intelligence.
Technologies We Work With
Python
PyTorch
Hugging Face
OpenAI
Anthropic
NVIDIA
AWS
Azure
Google Cloud
CoreWeave
RunPod
Lyzr.AI
Neo4j
FalkorDB
Milvus
Qdrant
PostgreSQL
Redis
FastAPI
Kubernetes
Docker
Elasticsearch
Pandas
Pydantic
Playwright
SQLAlchemyThe Discover · Calibrate · Decode · Activate Framework
A four-phase intelligence pipeline transitioning from use-case discovery to measurement, knowledge extraction, and operational action.
AI Portfolio Explorer
Discover and score your AI use-case portfolio with AI Portfolio Explorer. Explicit funding and kill decisions before build spend is committed.
Explore AI Portfolio Explorer →BenchMark
Measure your tech stack, benchmark AI models, and establish the infrastructure foundation with BenchMark. Precise measurement is the prerequisite for intelligent action.
Explore BenchMark →DeepDive
Reverse-engineer your codebase and documentation into a rich knowledge graph with DeepDive. Decode the intelligence trapped in your legacy systems.
Explore DeepDive →KnowHow
Transform knowledge into action with KnowHow. Generate runbooks from operational assets and your knowledge graph, making AI-driven ops a reality.
Explore KnowHow →Enterprise AI Services
Strategic guidance, hands-on talent, and applied AI engineering matching your enterprise adoption stage.
AI Advisory
Strategic AI guidance for enterprise leadership. We define your roadmap, evaluate technology options, and align AI bets with business objectives.
AI Squads
Dedicated cross-functional teams combining AI agents, full-stack development engineers, and two operations engineers. Embedded squads ship production AI.
AI Consulting
End-to-end AI strategy and implementation consulting. From discovery workshops to production deployment and optimization.
Applied AI Consulting
Hands-on AI integration into Product Development, QA, DevOps, and operational workflows. We integrate AI directly into your existing processes to preserve operational workflows.
Training Cohorts
Structured, cohort-based AI training programs covering executive AI literacy, engineering prompt design, and agent architecture. Teams learn and build together.
Real Results for Real Enterprises
RPA to Agentic AI: Transforming a Legacy Automation Layer
A Global 500 financial services firm had 50+ brittle RPA bots failing weekly. We replaced the entire automation layer with intelligent AI agents, cutting maintenance costs by 60% and improving reliability.
- 60% reduction in maintenance costs
- 99.5% process success rate (from 82%)
- 10x transaction throughput
- 4 months to full production deployment
The AI Product Suite
Licensable platforms, backed by a dedicated full-stack engineer and two operations engineers, driving each modernization phase.
AI Portfolio Explorer
Discover, prioritize, and govern your enterprise AI use-case portfolio before build spend is committed.
- Use-case discovery & inventory
- Priority matrix scoring
- Claude strategy co-pilot
- Enterprise connectors & API
BenchMark
Benchmark your tech stack, evaluate AI models, and create the infrastructure foundation for your AI initiatives.
- Tech stack assessment & scoring
- Multi-model benchmarking
- Infrastructure blueprint generation
- AI-readiness scoring
DeepDive
Reverse-engineer code and documentation to build queryable knowledge graphs of your systems.
- Automated code analysis
- Documentation extraction
- Knowledge graph construction
- Business logic mapping
KnowHow
Build intelligent runbooks from operational assets and knowledge graphs, codifying institutional knowledge.
- Automated runbook generation
- Knowledge graph integration
- Operational playbooks
- Incident response automation
Ready to modernize
without the risk?
Start with a free infrastructure and readiness assessment. We'll map your stack, define your AI path, and tell you exactly what it takes to ship.