Agents
Agentic AI, explained without the hype
What "agents" actually are, and when they beat a plain chatbot.
HEALTHCARE
Care & clinical ops
Intake, triage, and documentation assistants that save clinician time.
Applied AI studio · Available for Q3 2026
We turn frontier AI into products that ship.
Trediq builds generative AI, agentic systems, and machine learning for teams that need results in production — not proofs of concept.
Talk to us →
See our work
Agentic workflow
trediq · assistant
Find today's no-shows and text them a new slot.
Searched 42 appointments
Flagged 3 no-shows
Sent reschedule links
Updating the queue…
The stack we build with
01 / Capabilities
The full AI stack — frontier and proven.
We work across the modern AI landscape and the classic ML that still wins, then engineer it to production standard.
01
Generative AI
LLM assistants, copilots, and RAG systems grounded in your own data — accurate, safe, and on-brand.
02
Agentic AI
Autonomous agents and multi-step workflows that take real actions across your tools — not just chat.
03
MCP & Integration
We connect models to your stack with the Model Context Protocol — tools, data, and systems, standardized and secure.
04
Machine Learning
Classic ML and data science where it still beats an LLM: forecasting, scoring, recommendations, and prediction.
02 / How we work
We ship in weeks, not quarters.
Our build system gives every project a running start — reusable AI foundations, so we spend time on your problem, not boilerplate.
- →Reusable agent, RAG, and MCP building blocks
- →Evals and guardrails wired in from day one
- →Deploys into your cloud — your data stays yours
03 / Industries
Where we apply it.
FINANCIAL SERVICES
Risk & automation
Scoring, fraud detection, and back-office agents that cut manual work.
RETAIL & E-COMMERCE
Growth & personalization
Recommendations, search, and support copilots that lift conversion.
LOGISTICS
Forecast & optimize
Demand forecasting and routing that take cost out of operations.
SAAS
AI-native features
Ship the AI layer your product needs without growing your team.
PUBLIC SECTOR
Citizen services
Knowledge assistants and automation for high-volume, high-trust workflows.
04 / Selected work
Real products, in the wild.
A look at what we're building with our partners.
Healthcare
Qurofy
An appointment-booking and queue-management platform that takes the wait out of healthcare visits.
Read case study →Stealth startup
Protokode
Designing and building the core AI product for a stealth-mode startup — details under NDA.
Read case study →05 / Why Trediq
Built like a product team, priced like a partner.
Weeks
To a working prototype on your data — not quarters of discovery decks.
Production
Evals, guardrails, and security by default. We ship systems, not demos.
Frontier + ML
GenAI and agents where they win; classic ML where it still beats an LLM.
Fixed price
Clear scope, one number, senior hands on the build from day one.
06 / Insights
From the blog.
MCP
Why MCP changes how AI connects to your business
The Model Context Protocol, and why it matters for integration.
RAG
RAG done right: grounding LLMs in your data
The patterns that make retrieval accurate instead of flaky.
Let's build
Have an AI problem worth solving?
Tell us the use case. We'll tell you honestly whether AI is the right tool, what it costs, and how fast we can ship it.
Case studies
Work we've shipped.
We partner with a small number of teams and build their AI products end to end. Here's what that looks like.
Qurofy — taking the wait out of healthcare visits.
A booking and queue-management platform that gives clinics control over their day and gives patients their time back.
The challenge
Clinics juggle appointments across phone calls, walk-ins, and spreadsheets. Patients wait with no visibility into the queue, and front-desk staff spend the day managing it by hand.
What we built
An end-to-end platform: online appointment booking, a live queue with real-time patient status, automated reminders, and doctor and front-desk dashboards — with AI no-show prediction and smart scheduling that keeps rooms full.
Appointment bookingLive queue engineNo-show predictionNotificationsRole-based dashboards
Shorter
patient wait times
Fewer
no-shows
Less
front-desk load
UNDER NDA
Protokode — building an AI-native product in stealth.
We're partnering with Protokode to design and build their core product from the ground up. The details are under wraps — but the shape of the work isn't.
What we're building
An AI-native platform with agentic workflows at its core, MCP-based integrations into the tools their users already live in, and a production ML backbone built to scale as they come out of stealth.
Agentic workflowsMCP integrationsProduction ML0→1 product
Want the full story?
We can walk you through it under NDA. Get in touch →
Your project next
Want to be our next case study?
We take on a small number of builds at a time. If you have a real AI problem, let's talk.
Talk to us →hello@trediq.com
Insights
The Trediq blog.
Plain-English writing on applied AI — agents, MCP, RAG, and what it actually takes to ship. No hype.
Agentic AI, explained without the hype
Everyone's talking about "agents." Underneath the buzzword is a genuinely useful idea — models that plan, use tools, and take multi-step actions. Here's what that means, where it beats a plain chatbot, and where it quietly falls over.
Read article →MCP
Why MCP changes how AI connects to your business
The Model Context Protocol is becoming the USB-C of AI integration. Here's why it matters.
RAG
RAG done right: grounding LLMs in your data
Retrieval sounds simple until it hallucinates. The patterns that make it accurate.
Strategy
GenAI vs classic ML: choosing the right tool
Not every problem needs an LLM. A practical guide to the cheaper, better option.
Shipping
From prototype to production: the AI last mile
The demo works. Now comes the 80% nobody budgets for. How we cross it.
Trust
Evals & guardrails: shipping AI you can trust
How we measure whether an AI system is actually good — before your users do.
Healthcare
AI in the waiting room: lessons from Qurofy
What building patient-facing healthcare AI taught us about trust and edge cases.
Want us to write about your use case? Tell us →
← Back to blog
Let's build
Have a use case like this?
We'll tell you honestly whether AI fits and how fast we can ship it.
Talk to us →hello@trediq.com
About
An applied-AI studio that actually ships.
Trediq is a product studio for teams who want frontier AI turned into working software — not another proof of concept that dies in a slide deck.
Trediq is the applied-AI studio of Prichi Technologies Private Limited. We design and build generative AI, agentic systems, and machine learning for founders and teams who need production results, fast.
The industry is full of AI theatre — impressive demos that never survive contact with real users, real data, or real scale. We built Trediq to be the opposite: a small, senior team that treats every engagement like a product, with evals, guardrails, and integration baked in from day one.
We keep the team lean and the client list short on purpose. When you work with Trediq, you talk to the people building your product — start to finish.
CompanyTrediq
Legal entityPrichi Technologies Pvt Ltd
Based inIndia
FocusApplied AI & software
ClientsQurofy · Protokode
Contacthello@trediq.com
01
Production-first
If it can't go live, it isn't done. We build for real users from the start.
02
Senior only
No bait-and-switch to a junior team after the contract is signed.
03
Honest advice
We'll tell you when AI isn't the answer. Trust beats a bigger invoice.
04
Fixed price
Clear scope and one number, so there are no surprises mid-build.
PJ
Pratyush Jena
Founder & Lead Engineer
Builds Trediq's products end to end — from architecture and AI systems to shipping and scale. Reach him at hello@trediq.com.
Work with us
Let's build something real.
Tell us what you're trying to solve and we'll tell you honestly how we'd approach it.
Talk to us →hello@trediq.com
Contact
Let's talk about your build.
Tell us the use case. We'll tell you honestly whether AI is the right tool, roughly what it costs, and how fast we can get it to production.
EMAILhello@trediq.com
COMPANYPrichi Technologies Pvt Ltd
LOCATIONIndia · working with clients worldwide
AVAILABILITYTaking 2 new projects for Q3 2026
RESPONSEWe reply to every serious enquiry within 2 business days.