AI Products with Agentic Workflows

AI products that do the work not just answer questions.

Agentic workflows that take action, make decisions, and handle multi-step tasks autonomously built into products your users and teams rely on.

Isometric 3D cube built from glowing purple voxel cubes on a dark background

Why this matters

40%

of enterprise applications will include task-specific AI agents by end of 2026, up from less than 5% in 2025. The shift from chatbots to agents that actually execute is happening now.

Gartner wordmark
40%

of agentic AI projects will be canceled by end of 2027 due to escalating costs, unclear business value, or inadequate risk controls. Most teams are building agents from hype, not from a defined business problem.

Gartner wordmark
~6%

of organizations see meaningful financial returns from AI. Nearly two-thirds remain stuck in experimentation or pilot mode, unable to scale to production.

McKinsey & Company wordmark

What you get ?

01

Use Case Definition & Scoping

02

Agent Architecture & Orchestration Design

03

LLM Selection & Integration

04

Tool & API Integration

05

Guardrails, Evaluation & Safety

06

Monitoring & Continuous Improvement

How we deliver this

Discovery workshop
[01]Discovery workshop

We sit with you, map your workflows, users, and constraints. You leave with a scoped brief — not a proposal full of assumptions.

[02]Architecture & Design

System design and UX decisions made before a line of production code.

[03]Build

Sprint-based delivery with demos every cycle and one accountable lead.

[04]Ship

Deployment to your infrastructure with docs and a clean handover.

[05]Stabilize

30 days of post-launch stabilization while real usage settles in.

Service Brief

Duration8-16 weeks
Good For

Founders, Product Leaders, CTOs building AI-native products

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What we build with

FRONTEND
JavaScript
React
TypeScript
Next.js
MOBILE
React Native
BACKEND
.NET
Node.js
NestJS
Python
DATABASES
MS SQL
PostgreSQL
MariaDB
MySQL
ARTIFICIAL INTELLIGENCE
LangChain
LangGraph
OpenAI API
Anthropic Claude API
INTEGRATIONS
Stripe
Forte
Square
Authorize.Net
AUTHENTICATION & SECURITY
OAuth 2.0
JWT
SSO
Azure Entra ID
DEVOPS & CI/CD
Docker
Kubernetes
GitHub
Terraform
CLOUD
Microsoft Azure
Amazon AWS
Cloudflare
Vercel

Don't see your stack? We've shipped on 15+. Tell us what you use

Work that proves it.

AI SaaS
docuCODER Surgery project wordmark, highlighted color card logo

We are the eyes and ears of the operating room

Docucoder captures the procedure in real time and delivers a ready to review, CPT coded surgical report by the end of the case. No paperwork relay, no lost detail.

90 Daysdelivered time
Read Case Study
Internal ERP / SaaS
Procure Builder project wordmark, highlighted color card logo

They handed us a spreadsheet. We built the system their material runs on.

A role based ERP that put procurement, inventory, budgets and approvals for a multi site construction firm into one platform, from the C suite to the job site.

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Operations Platform
cis-case-study-logo

From spreadsheet commission chaos to one auditable source of truth

A telecom and IT services brokerage was running catalog, orders, and multi party commissions across a generic CRM and a sprawl of Excel. We rebuilt it as a single operational platform with the commission engine at its core.

Read Case Study
Two Sided Platform
IVY Estate Agency project wordmark, highlighted color card logo

Built for a business where discretion is the product

A high end household and estate staffing agency was running its pipeline across spreadsheets, email, and WhatsApp. We replaced it with a two sided, stage gated platform where each side sees only the view it needs.

Read Case Study
Internal Platform
westrow food group logo

One platform to run the whole brokerage

Westrow brokers perishable food into every major Canadian retailer. We rebuilt the system that connects their client, their retail customers, and every product spec in between, retiring a legacy database and a wall of spreadsheets for a single source of truth.

Read Case Study
See All Case Studies

FAQs about AI Products with Agentic Workflows

A chatbot answers questions. An agentic AI product takes action. It can reason through multi-step workflows, call tools, query databases, make decisions, and complete tasks end-to-end - with or without human approval in the loop. If your use case is "answer customer questions from a knowledge base," that's a chatbot. If it's "process this insurance claim, verify the documents, flag anomalies, and route to the right adjuster" - that's an agent.

Ready to get started with Our AI Product Development Service

Book a 30-minute scoping call. We'll give you honest direction, not a sales deck.

Book A 30-Min Scoping Call