Production-grade AI for enterprise and sovereign systems.
We engineer secure, scalable AI systems that move from pilot to production — for global enterprises and the public sector. From applied AI in BFSI and retail to air-gapped intelligence platforms running inside national-security perimeters, the same engineering bar applies: build it to ship, then operate it.
Advisory, engineering, and enablement — under one roof.
Strategy shaped by engineers, not slides. Readiness assessments, use-case prioritisation, and architecture decisions made by the same people who later build and operate the systems.
Full-stack AI delivery — applied ML, GenAI platforms, agentic systems, cloud-native and on-prem, with the controls security and compliance teams actually sign off.
Practitioner training via IDEA Foundation Academy. Engineers learn from production veterans, not slide decks. Outcomes follow.
Different buyers, different stakes — the same engineering discipline.
Build AI-native products that ship and sell
We co-build AI-first SaaS and agentic systems for founding teams that need to win deals, not just demo clean architecture. Multimodal workflows, sales-ready platforms, and a team that thinks past the codebase to onboarding, pilots, and enterprise evaluations.
Put applied AI into the workflows where decisions happen
Fraud, forecasting, document and email processing, RAG-powered knowledge assistants, agentic operations. We engineer measurable AI into BFSI, retail, telecom, and healthcare workflows — secure, governed, and operated against SLAs rather than left to decay.
Sovereign AI, deployed where the data must stay
Air-gapped fusion intelligence, CCTNS-integrated police assistants, smart-CCTV surveillance, sovereign translation. Engineered for MEITY, DPDPA, and IT Act compliance — RTI-ready audit trails included. GeM-listed, CMMI L5, ISO 27001.
Owned platforms in production — most of them carry government certifications.
Intfuzon
Live multi-source data, offline geospatial, link analysis to 5th-degree — for defence and law-enforcement, in environments that never touch the public internet.
NOSTRA
Email, fax, voice, chat, SMS, IP — processed across a distributed compute fabric. GeM-approved for Indian govt procurement.
Jatayu
Sequential paths, periodic patterns, area entry-exit tracking, group detection — across millions of geolocation points for defence and law enforcement.
Bhaasha
Domain-tuned legal, medical, technical translation. Searchable transcripts. Runs fully on-prem — no data leaves your network.
AMSS
AI overlay on existing camera infrastructure. Intrusion, weapons, fire, PPE compliance, crowd analytics — no rip-and-replace.
Aedrix
Trusted by 35+ UK construction firms. Document control, version management, project & financial workflows across UK, UAE, India.
Work that survived production. Not a slideware deck.
A multi-agent RAG platform replaced shadow-AI in a global pharma
Standardised prompts, project-level ACLs, and end-to-end observability — replacing teams pasting confidential documents into external AI tools.
An agentic data scientist in chat — LangGraph, deployed to Azure
Coordinated agents handle querying, cleaning, visualisation, and model training. Non-technical users explore data through natural language.
200,000 SKUs into an 8-level taxonomy — at 95%+ accuracy
Automated category mapping for mcgrocer.com, with confidence scoring, continuous learning, and human review only for the genuinely ambiguous.
A real-time BD agent that listens, suggests, and writes the follow-up
Deep prospect research, in-call AI suggestions, and standardised meeting notes — coaching every BD rep from average to consistent.
The work compounds when consulting, engineering, and operations sit on the same team.
Full-lifecycle AI, one partner
Strategy, build, and run under one roof. You don't stitch together a consultancy, a system integrator, and a managed-services vendor to ship measurable outcomes.
Deep local roots, global reach
350+ engagements across 18+ countries. On-the-ground domain knowledge paired with the engineering rigour large enterprises and government programmes demand.
Accelerators that cut time-to-value
Reference architectures, agent runtimes, evaluation harnesses, and audit-ready governance components — re-used across engagements so the path from problem statement to production gets shorter each time, without vendor lock-in.
Practitioner-led, not slide-led
The people advising you are the same people who build, deploy, and operate the systems they recommend. Backed by an active research and training practice that keeps the work current.
Tell us about your AI ambitions — we’ll help you ship them.
Discovery call within 48 hours. Practitioners on the first call, not account managers.
Sovereign-deployment briefings under NDA. GeM and tender procurement supported end-to-end.
Founder-to-founder conversations. Trial sprints structured around your next pilot or pitch.