Autonomous support agent for a fintech platform
A retrieval-grounded assistant connected to live account data, with strict guardrails and full audit trails.
68% of tickets resolved without human handoff
Applied AI software & services
We engineer intelligencethat ships to production.
Mantra Wise designs and builds custom AI systems — LLM assistants, computer vision, automation and MLOps — turning ambitious ideas into reliable products that move real metrics.
30+
Projects in production
20+
Enterprise teams
98%
Client retention
The stack we build on
Battle-tested tools, production-grade infrastructure
PyTorchTensorFlowOpenAIAnthropicLangChainHugging FacePythonPyTorchTensorFlowOpenAIAnthropicLangChainHugging FacePython
AWSGoogle CloudKubernetesDockerVector DBsRaySnowflakeAWSGoogle CloudKubernetesDockerVector DBsRaySnowflake
What we do
Full-stack AI capabilities, delivered as one team
Strategy, engineering, and operations under one roof — so your AI initiative moves from idea to impact without the handoffs.
Custom AI Software
Bespoke AI products and ML applications engineered end-to-end — from architecture to deployment — for your exact problem.
Learn moreAI Consulting & Strategy
Clear roadmaps for adopting AI: opportunity mapping, feasibility, build-vs-buy, and a plan your teams can execute.
Learn moreLLM & Chatbot Solutions
Retrieval-augmented assistants, agents, and conversational systems grounded in your data with guardrails built in.
Learn moreData Engineering & MLOps
Reliable pipelines, feature stores, and deployment infrastructure so models stay accurate, observable, and scalable.
Learn moreComputer Vision
Image and video intelligence for inspection, detection, and automation — trained on your domain and edge-ready.
Learn moreAI Automation
Intelligent workflow automation that removes manual effort and connects AI into the tools your teams already use.
Learn moreHow the system works
A live look at intelligence in motion
Every Mantra Wise solution runs on the same disciplined loop — data flows in, models reason over it, agents take action, and governance keeps it safe and observable.
Ingest
Streaming + batch data
Reason
Models & embeddings
Act
Agents & automations
Govern
Eval, guardrails, audit
runtime.log live
→ vectorize(docs) · 12,480 chunks embedded
→ retrieve(top_k=8) · 41ms
→ agent.plan() · 3 tool calls dispatched
→ guardrail.check() · PASS
→ stream(response) · 98 tok/s
> system: ready
How we work
A disciplined path from idea to impact
Most AI projects stall between the demo and production. Our process is engineered to cross that gap — predictably.
01
Discover
We map the opportunity, audit your data, and define success metrics before a single model is trained.
02
Prototype
Fast, evaluable proofs of concept that validate feasibility and de-risk the build with real data.
03
Engineer
Production-grade systems with testing, observability, and guardrails — built to scale, not just to demo.
04
Operate
Continuous monitoring, retraining, and optimization so your AI keeps improving long after launch.
Selected work
Outcomes, not experiments
A look at how applied AI translates into measurable business results for the teams we partner with.
Real-time defect detection on the production line
Edge-deployed vision models inspecting thousands of units per hour with sub-100ms latency.
3.2x faster QA, 41% fewer escaped defects
Forecasting platform for a national retailer
Automated retraining pipelines and feature stores powering demand forecasts across 800 stores.
$12M annual savings in inventory costs
Let's build your intelligent advantage
Tell us what you're trying to solve. We'll show you what applied AI can realistically do — and how fast.
Book a discovery call