AI & AGENTS
Deploy to Production
Stop Demoing to Executives
Everyone’s got a PoC. Few have production AI. We bridge the gap with governance, guardrails, and infrastructure that scales.
What We Fix
The pilot worked. The rollout didn't.
Lab conditions aren’t production conditions. Different data, different scale, different failure modes. The demo lied.
Nobody owns the AI strategy.
Innovation team built it. IT has to run it. Legal hasn’t seen it. Security hasn’t approved it. The org chart is the bottleneck.
Governance is an afterthought.
No model registry. No bias testing. No audit trail. You’re one regulator question away from shutting it all down.
Your stack can't support agents.
Autonomous agents need real-time data, secure tool access, and monitoring. Your infrastructure wasn’t designed for any of that.
Some Results By OnStak
Real deployments. Measured outcomes. Across industries.
BANKING · AI STRATEGY
Major retail bank. AI ambitions. Zero production models.
Twelve months of experimentation, nothing in production. OnStak assessed the AI landscape, identified four high-value use cases, built the governance framework, and deployed the first two models into production within ninety days. The remaining two followed in the next quarter.
HEALTHCARE · GENAI BILLING AGENTS
National Healthcare Network — Revenue Integrity Agents
Deployed OnStak GenAI billing assurance agents across coding and claims workflows — auto-detecting charge leakage, denial drivers, and coding anomalies in real time and routing exceptions to human reviewers with full audit trails.
MANUFACTURING · DIGITAL TWIN + AGENTIC OPTIMIZATION
Global Manufacturer — Production Line Digital Twin with Agents
Built a real-time digital twin of production lines instrumented with OnStak agents that simulate, diagnose, and recommend line-balancing and quality interventions — closing the loop from shop-floor signal to operator action in seconds, not shifts.
CONTACT CENTER · VOICE & CHAT AGENTS
Telecom Provider — Multi-Modal Customer Service Agents
Deployed OnStak GenAI voice and chat agents across tier-1 service — handling account, billing, and support queries end-to-end, with seamless human handoff and transcript-grounded audit on every interaction.
Your AI & Agents Journey With OnStak
Every AI engagement follows the same path. Discover → Prove → Build → Operate. The Operate stage is our structural differentiator — no competitor offers a dedicated AI Assurance Program.
DISCOVER · 2-4 WEEKS
Use-case prioritization, data readiness audit, and ROI modelling. The honest picture of what’s possible — and what isn’t — before the investment.
PROVE · 6-10 WEEKS
POC with production guardrails, MINT framework, and agent prototyping. Your environment, your data, your compliance requirements. Not a vendor demo.
BUILD · 3-9 MONTHS
Agent orchestration, LLM pipelines, RAG at scale, and prompt ops. Production-grade AI that survives contact with real users and real data.
OPERATE · ONGOING
Model monitoring, compliance automation, AI governance, and drift detection. The piece every competitor skips — and the reason deployments fail.
WHAT WE DELIVER. NOT GENERIC PROPOSALS.
- AI Readiness Assessment report
- Use case prioritisation matrix
- Production AI platform
- Agent orchestration framework
- MLOps + monitoring pipeline
- AI Assurance governance pack
Why OnStak
91% AI Architects and Engineers.
The experts of the experts, we know the complex systems that keep your business running.
Enterprise-Class. Operationalised.
We get your tech and how it connects — then we deliver together enterprise-quality reality.
Outcome-Based. Human First.
You come first. We listen, we start with you, then we deliver aligned to your needs.
Explore Our Other Services
Application Modernization
Untangle monoliths. Ship weekly. Modern platforms for modern teams.
Infrastructure Modernization
Fix the foundations. Cloud, hybrid, AI-ready infrastructure.
AI Video Analytics
AI layer that turns passive surveillance into real-time detection, proactive response, and operational insight.
Digital Resilience
End mean-time-to-blame. Full-stack visibility from network to endpoint.
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