AI Product & Agentic Systems Partner

Build AI products that work beyond the demo.

Lumethica designs and builds AI products, agentic workflows and decision intelligence systems for companies that want measurable business value with trust, control and explainability built in.

Book an AI Opportunity Call Explore services

AI Productization AI Agents Decision Intelligence Trust & Control

Data integrations

Connect AI to the tools your team already uses

CRM / Sales Support / CX Product / Analytics Data / Warehouse Workspace Automation

SalesforceCRM records and revenue context

HubSpotLeads, deals and lifecycle data

StripePayments, billing and revenue signals

ShopifyOrders, customers and commerce context

IntercomSupport conversations and routing

SlackWorkflow updates and handoff

Google DriveDocuments and knowledge context

MicrosoftWorkspace files, messages and approvals

SalesforceCRM records and revenue context

HubSpotLeads, deals and lifecycle data

StripePayments, billing and revenue signals

ShopifyOrders, customers and commerce context

IntercomSupport conversations and routing

SlackWorkflow updates and handoff

Google DriveDocuments and knowledge context

MicrosoftWorkspace files, messages and approvals

JiraDelivery tickets and issue state

TrelloBoards, cards and delivery context

DropboxShared files and document repositories

MailchimpCampaigns, contacts and lifecycle segments

MetaCampaign, audience and conversion signals

LinkedInB2B audience and campaign data

HotjarSession insights and user feedback

JiraDelivery tickets and issue state

TrelloBoards, cards and delivery context

DropboxShared files and document repositories

MailchimpCampaigns, contacts and lifecycle segments

MetaCampaign, audience and conversion signals

LinkedInB2B audience and campaign data

HotjarSession insights and user feedback

The gap

Most AI projects never become real business systems.

Companies are experimenting with AI, launching pilots and testing new tools. The hard part starts after the demo: choosing the right use case, designing the workflow, controlling agent actions and proving value to the business.

Productization gap

AI ideas exist, but the product scope, UX and implementation path are unclear.

Agentic workflow chaos

Teams want agents, but need roles, permissions, approval points and failure handling.

Data-to-decision gap

Dashboards show signals, but users still ask what to do next and why.

What we build

AI is not only a model. It is a product, a workflow and a decision experience.

Lumethica combines product design, UX for complex systems, applied AI thinking and trust-by-design. We help teams build AI systems that are useful for users, measurable for business and controllable for organizations.

AI Products

Turn AI ideas into usable product experiences, MVPs and features that fit real user workflows.

AI Agents

Design controlled agents for support, sales, research, operations and internal workflows.

Decision Systems

Build dashboards and recommendation layers that turn data overload into clear next actions.

Trust & Control

Add explainability, confidence, human approval, audit trails and governance-ready documentation.

Technology stack

The stack for AI products, agents and decision systems.

We design and build with a production-ready stack covering product UX, AI orchestration, RAG, backend APIs, cloud deployment, analytics, observability and trust controls.

Product & Interface Design

From early concept to product-ready interface for decision flows, dashboards and human-in-the-loop experiences.

Figma

Webflow

Storybook

Frontend & Product Engineering

Typed, component-based frontend architecture for fast iteration and maintainable SaaS products.

Next.js

React

TypeScript

Tailwind CSS

shadcn/ui

Radix UI

AI Models & Agent Orchestration

Model-agnostic assistants, agents and workflows that connect to tools and business systems.

OpenAI API

Claude

Gemini

Vercel AI SDK

LangGraph

Mistral AI

Hugging Face

Ollama

Data, RAG & Semantic Search

Grounded AI connected to company knowledge, documents, product data and decision records.

Supabase

PostgreSQL

pgvector

Qdrant

Redis

BigQuery

Backend, APIs & Automation

Scoring services, integration layers, validation logic and automation flows around real operations.

Python

FastAPI

Node.js

Pydantic

Docker

Trust, Evaluation & Observability

Logs, evaluations, explainability, analytics and monitoring where the use case requires it.

SHAP Evidently AI Fairlearn

LangSmith

PostHog

Sentry

Cloud, Delivery & Product Infrastructure

Deployment, authentication, payments, email, CI/CD and infrastructure for commercial AI products.

Vercel

Google Cloud

GitHub

Actions

Clerk

Stripe

Resend

Not sure what your AI product stack should look like?

We can audit your use case, workflow, data and risk level, then propose the right architecture for an MVP, pilot or production rollout.

Plan your AI product stack

Services

AI services designed to move from experiment to impact.

Diagnose / 5-10 days AI Opportunity & Workflow Audit Find the right use cases, workflow gaps and data constraints before you spend budget. Workflow mapUse-case scoring30/60/90 roadmap Explore audit Design / 2-3 weeks AI Productization Sprint Turn an AI idea into product flows, prototype scope and a build-ready MVP backlog. UX flowPrototypeBuild backlog Explore sprint Agents / 2-4 weeks AI Agent Workflow Sprint Design controlled agents with roles, permissions, approvals and failure handling. Agent rolesApproval flowsEvaluation checklist Explore agents Decisions / 3-6 weeks Decision Intelligence Dashboard Turn data overload into scoring, priority queues, recommendations and next-best actions. Signal modelPriority viewAction history Explore dashboard Explainability / 1-3 weeks Explainable AI Interface Design Make AI recommendations understandable with evidence, confidence and human review states. Explanation panelConfidence statesSource trace Explore XAI design Control / 1-3 weeks Trust & Control Layer Add approvals, auditability, confidence signals and governance-ready operating notes. Audit trailHuman oversightRisk notes Explore trust layer

Who this is for

Teams that need practical AI decisions, not another vague experiment.

For CEOs

Identify AI use cases worth funding.

For CPOs

Turn AI ideas into product workflows.

For CTOs

Connect data, tools and architecture.

For Operations

Automate workflows with control.

For CX / Sales

Build customer-facing AI assistants.

AI Opportunity Scorecard

Score your next AI use case before you build.

Answer 10 practical questions about workflow value, data readiness, ownership, risk and validation urgency. Get a Low, Medium or High opportunity score with a short report.

Start the scorecard

Process

From AI experiment to controlled business system.

Diagnose

Identify the highest-value use case, workflow and business outcome.

Design

Design the AI experience, agent flow, decision interface and trust layer.

Build

Create a prototype, MVP or implementation-ready scope with technical assumptions.

Control

Define oversight, evaluation, logging, approval and explainability.

Scale

Move from one successful use case to a repeatable AI operating model.

AI Product Solutions

Build AI your customers actually want to use.

We help companies turn AI into customer-facing products: concierges, companions, navigators, coaches, shoppers and guides that solve real problems beyond the demo.

AI Customer ConciergeTurn product confusion into guided conversion. AI Finance & Insurance CompanionTurn complex financial decisions into clear customer understanding. AI Health & Wellness NavigatorBetter-prepared patients. Less confusion. More trust. AI Learning & Career CoachFrom AI shortcuts to measurable skill growth. AI Local Growth AgentMore inquiries. Faster answers. Better local visibility. AI Commerce Personal ShopperFrom product overload to confident purchase decisions. AI Travel & Hospitality ConciergeMore bookings with AI Travel & Hospitality Concierge. AI Real Estate Decision AssistantTurn property browsing into structured, qualified decisions. AI Employee Benefits NavigatorClearer benefits decisions. Less HR friction. Better employee trust. AI Sustainability & ESG GuideMake responsible choices easier to understand and act on.

Explore AI Product Solutions Plan a customer-facing AI product

Hand-drawn illustration of a specialist sketching AI product prototypes and system flows

Lumethica Lab

R&D for prototypes, decision systems and trust layers.

The Lab turns recurring client problems into reusable patterns: agent control rooms, decision dashboards, evaluation checklists, trust panels and lightweight AI governance artifacts.

Discuss a prototype

Insights

Insights on AI products, agents and decision systems.

AI Products

The AI Site Factory playbook

How to move from a blank website to a content, conversion and workflow system.

SEO System

Programmatic SEO without thin AI content

A practical way to scale search coverage with useful patterns and reviewed modules.

Agents

Where AI agents belong inside websites

Use agents to qualify, summarize, route and prepare better business handoffs.

Explore all AI Site Factory insights

About Lumethica

A specialist partner for useful, controlled AI.

Lumethica is built for B2B SaaS, fintech, insurtech, healthtech, CX, sales and operations teams that have enough data and process complexity to benefit from AI, but need product clarity before scaling investment.

The operating model is service-first, product-later: focused audits, productization sprints, prototype work and build support that can evolve into reusable tools and modules.

Lumethica specialist team gathered outdoors in a courtyard — Specialist bench **Product, AI, data, UX, engineering and trust specialists aligned around one delivery model.**

Meet Lumethica Talk to the team

Project intake

Tell us what AI should improve first.

Share the workflow, product idea or decision problem you want to improve. We will recommend the right next step: audit, sprint, prototype or implementation path.