From assessment to live AI systems — built for outcomes, not hype.
We design, build, and run production-grade AI for organizations that need measurable ROI, airtight compliance, and ruthless reliability.
Strategic AI & Business Consulting
Assessment, roadmaps, and governance designed to align AI with revenue, risk, and regulation.

AI Readiness Assessment
Infra, data, and workflow audit with prioritized gaps and quick wins.
Transformation Roadmaps
6–24 month execution plans with KPI trees and budget models.
Compliance & Ethics
Governance frameworks for HIPAA, GDPR, FCRA, sector rules.
ROI & Feasibility
Scenario modeling and PoC design for high-impact automations.
Data Monetization
Turn dark data into products, reports, and embedded offers.
Competitive Intelligence
Signal mining for market moves, pricing, and partner fit.
Data Services
Pipelines that make models possible — clean, connected, and real-time when it matters.

Acquisition & Cleaning
ETL/ELT with quality gates and lineage.
Labeling & Annotation
Ops for supervised learning and feedback loops.
Warehousing & Lakes
Cost-efficient storage with governance and access controls.
Real-Time Processing
Low-latency streams for alerts and decisions.
Compression & Transfer
Optimized protocols for high-volume, low-bandwidth paths.
Cross-System Integration
ERP/CRM/IoT connectors and APIs.
AI Development
Custom models, fine-tuning, and retrieval — engineered for production, not demos.

Custom Models
NLP, CV, speech, recommenders, hybrid systems.
Fine-Tuning & Optimization
Distillation, quantization, and eval harnesses.
Search & Retrieval
RAG, knowledge graphs, and domain ontologies.
Forecasting
Demand, risk, and capacity planning.
Generative AI
Text, image, audio, and multimodal content.
Agent Systems
Multi-step reasoning and workflow orchestration.
Automation & Integration
From smart document processing to voice bots — glue code included.

Process Automation
RPA + AI for repetitive tasks.
Document Intelligence
OCR, classification, extraction, action.
Voice & Chat
Contact center bots, lead capture, self-service.
ERP/CRM Integration
Salesforce, HubSpot, Odoo with custom logic.
IoT + Edge
Sensor analytics and edge inference.
API Engineering
Secure, well-documented internal/external APIs.
AI Security & Forensics
Build with zero-trust assumptions and verifiable controls.

Threat Detection
Anomaly detection and automated response.
Tamper Countermeasures
Self-protecting modules and trace-back logic.
Digital Forensics
Audit trails, evidence kits, and reporting.
Privacy-Preserving ML
Federated learning and differential privacy.
Policy & Governance
Access, encryption, key management, model cards.
Red/Blue Teaming
Adversarial testing of AI systems.
AI Products & Platforms
Pre-built components and full stacks to accelerate outcomes.

Custom GPT/LLM Agents
Domain-tuned assistants with guardrails.
Realtime Dashboards
Operational analytics with predictive overlays.
Recommenders
Personalization engines for content & offers.
Knowledge Graphs
Fast retrieval with explainability.
Multi-Agent Orchestration
Coordinated specialist agents for workflows.
Compliance Tooling
Monitoring, logging, and audit artifacts.
Training & Workforce Enablement
Give teams the skills to build, operate, and govern AI responsibly.

AI Skills Workshops
Prompting, data prep, evaluation, safety.
Executive Literacy
Strategy, governance, and risk frameworks.
Developer Bootcamps
Python, ML, and deployment practices.
Policy & Compliance
Internal AI policies and training modules.
Simulation Environments
Role-specific practice with feedback.
Change Management
Adoption playbooks and success metrics.
Specialized Industry Solutions
Templates and accelerators tailored to regulated and high-impact sectors.

Healthcare
Diagnostics assist, triage, resource planning.
Finance & Credit
Risk scoring, fraud detection, dispute ops.
Legal
Evidence review, drafting, compliance kits.
Retail
Demand forecasting and personalization.
Manufacturing
Predictive maintenance and QA vision.
Agriculture
Smart AgroTech: crop, soil, yield insights.
Custom Software & Hardware
From GPU clusters to full-stack apps — engineered for performance.

AI Server Builds
GPU clusters sized for training and inference.
Edge Deployment
Compact models for offline and low-power.
Full-Stack Apps
Web, mobile, and desktop with AI features.
Game + Edu
AI-driven gameplay and Python learning tools.
Digital Twins
Live mirrored systems for scenario testing.
APIs & SDKs
Developer-friendly interfaces and docs.
Ongoing Support & Scaling
Operate with confidence — observability, retraining, and cost control baked in.

Hosting & Monitoring
Secure deployments with SLAs.
Retraining & Drift
Continuous improvement with eval gates.
Performance Tuning
Latency and cost optimization.
Cloud Scaling
AWS, Azure, GCP, hybrid strategies.
Support Desk
24/7 incident response options.
Roadmap Reviews
Quarterly planning with executives.
Let’s put AI to work
Tell us your top two outcomes and your constraints. We’ll propose a phased plan within 48 hours.