AI Strategy & Roadmaps
Use cases scored against feasibility and risk, returned as a sequenced roadmap with budgets, architecture and a build-vs-buy call on every line.
Try New AI Intelligence that ships
Enterprise AI Implementation
We build secure AI platforms and the workflows around them for regulated enterprises. We take them from pilot to production.
Clients we have delivered for
Named clients on request
US County Government◆Global Pharma◆
Networking & Infrastructure◆University Research◆
Supply Chain & Logistics◆Public Sector Audit◆
Manufacturing◆Financial Services◆
0%
Audit backlog removed
0+
Pipelines automated
0+
Years hands-on AI & ML
What we believe
Enterprise AI is only real once it runs in production, under governance, on infrastructure you control, with an operator who trusts it.
Core offering
Enterprise AI transformation
Sovereign & Private AI
Models, vector stores and gateways running entirely inside your VPC or on-premise estate. No data crosses the boundary.
Enterprise Integration
Intelligence wired into SAP, ServiceNow, Control-M, core banking and the twenty-year-old system nobody wants to touch.
Agentic Automation
Multi-step agents owning a real business process, with human checkpoints, deterministic fallbacks and a full decision trace.
Document Intelligence
Contracts, filings and decades of archive turned into a permission-aware knowledge layer that cites its sources every time.
Governance & Observability
Evaluation suites, drift detection, red-teaming and cost telemetry: the control plane that lets a risk committee keep saying yes.
Built for production, today
Five surfaces from systems we have shipped into regulated estates.
03 / 05
Model gateway
Private routing
Selected work
Shipped into regulated estates
Backlog of pending documents cut from 1,500 to 500 in months. work that would otherwise have taken years.
Weekly manual reporting replaced by an agent wired into Control-M, producing deeper insight than the report it retired.
The team
Operators who have built and shipped
Mani Shanker
Founder
A decade hands-on in AI. He was teaching machine learning and deep learning years before the current wave.
- Machine Learning
- Deep Learning
- Blockchain
- Data Analytics
- Focus
- AI strategy, solution architecture, delivery ownership
- Sectors
- Government, Pharma, Networking, Manufacturing
Mohammed Shoaib
Co-founder
Works alongside Mani on delivery and client engagement across the firm's enterprise work.
- Delivery
- Client Engagement
- Focus
- Delivery management, client engagement
- Sectors
- Enterprise, Public sector
Technology we build on
- Azure
- Databricks
- Anthropic
- OpenAI
- NVIDIA
- LangGraph
- SAP
- Oracle Cloud
- PySpark
- BMC Control-M
- Kubernetes
- Python