AI That Actually
Ships Results.
We modernize legacy enterprise systems with production-grade agentic AI — from infrastructure assessment to 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 Calibrate · Decode · Activate Framework
A three-phase intelligence pipeline — from measurement to knowledge extraction to operational action.
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 expertise — wherever you are on your AI journey.
AI Advisory
Strategic AI guidance for enterprise leadership. We help you navigate the AI landscape, define your roadmap, and make the right technology bets.
AI Squads
Dedicated cross-functional teams: AI Agents + Full-stack Development Engineers + Support × 2. Embedded squads that 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 bring AI into your existing processes — not the other way around.
Training Cohorts
Structured, cohort-based AI training programs — from executive AI literacy to engineering-level 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 dramatically 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 — each includes FDE + Support — that power every stage of your AI transformation.
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 comprehensive 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.