Full-spectrum AI engineering

Engineering the next generation of AI products.

Agentic systems, generative AI, computer vision, ML, and NLP - designed, built, and deployed by our team. From prototype to production-grade, across every industry that takes AI seriously.

25+
AI products shipped
8+
Industries served
10+
Named clients

Live agent demo

Describe a workflow. Watch an agent plan it.

The same plan → tools → outcome thinking we bring to every agentic build, running live against your problem.

live agent demo
> ask
> tap to run, or type your own
Agents
RAG
Tools
Memory
Eval
Guardrails

A live demo of how we scope agentic builds. Not a substitute for a discovery call.

What we build

Six capabilities, one delivery team.

End-to-end AI engineering - from the agents and vision systems on top to the data plumbing and dashboards underneath.

Agentic AI

Autonomous, tool-using AI agents that reason, plan, and execute multi-step workflows - with guardrails, memory, and human-in-the-loop checkpoints.

  • Tool-using agents with policies
  • Long-horizon planning and memory
  • Audit trails and oversight
Learn more

Computer Vision

Production vision pipelines - medical imaging, quality QA, retail analytics - trained on your data, deployed at edge or cloud, monitored for drift.

  • Custom model training
  • Real-time edge or cloud inference
  • Drift and regression monitoring
Learn more

Web & Mobile Applications

Modern web on React and Next.js, cross-platform mobile for iOS and Android - performant, accessible, and built to scale past the launch demo.

  • React, Next.js, modern stacks
  • iOS and Android, cross-platform
  • API and backend services
Learn more

Voice Agents & Chatbots

Real-time voice agents and RAG-grounded chatbots - with persona, tone, evaluation, and the guardrails to ship into customer-facing production safely.

  • Low-latency real-time voice
  • RAG-grounded chat
  • Persona, tone, guardrails
Learn more

Data Warehousing & Pipelines

Multi-source ingest, transformation orchestration, and warehouse modeling - the data plumbing that turns messy operational data into AI-ready foundations.

  • Multi-source ingest, CDC
  • Transformation and lineage
  • Warehouse design and governance
Learn more

PowerBI, Fabric & Analytics

Microsoft PowerBI and Fabric implementations, custom analytics, and executive dashboards - the daily-driver tools decision-makers actually open.

  • PowerBI / Fabric / Tableau
  • Custom analytics engines
  • Executive dashboards
Learn more
Industries

Click an industry - see the work.

Eight industries, named clients, real production systems. Open any tile to see the case studies and engagements behind it.

Stories of impact

Real AI in production - with measurable outcomes.

01 / 04
Retail · BIBA01
GenAI
Synthesis

AI competitor-analysis product for BIBA

A GenAI system that monitors competitor pricing, assortment, and positioning across channels - turning multi-source data into merchandising decisions.

Multi-Source DataMerchandising Intel
Read case study
Healthcare · Theranow02
600
Sessions/Week

HIPAA-compliant telehealth platform

Encrypted video consultations, patient portals, and EHR integration - running real clinical sessions every month.

HIPAA CertifiedEHR Integrated
Read case study
Education · Khaitan03
Paper
Generation

Academic operations stack for Khaitan Education

Question-paper generation, PowerBI dashboards, and a unified data warehouse - turning fragmented academic data into one operational source of truth.

PowerBI DashboardsData Warehouse
Read case study
AgriTech · Kisanwala04
Farmer
Marketplace

Farmer platform & agri-data systems

AI-powered marketplace and operations platform for the agritech sector - connecting farmers, markets, and crop intelligence across fragmented networks.

Crop IntelligenceSupply-Chain Data
Read case study
Your challenges = our mission

Watch how we build - from idea to production.

The honest version: how we scope an AI engagement, the questions we ask before writing a line of code, and what it looks like when the project actually ships.

Our approach

A repeatable way to get AI from idea to production.

Five stages we've refined across 25+ engagements - designed to de-risk delivery without slowing teams down.

  1. 01
    Discovery

    Map the problem, the data, and the success metric.

  2. 02
    Design

    Pick the right model, architecture, and guardrails.

  3. 03
    Build

    Ship in sprints - production-shaped from week one.

  4. 04
    Deploy

    Roll out behind feature flags, evaluate, iterate.

  5. 05
    Scale

    Monitor, optimize, and grow with the workload.

The gaps you didn't know you had

Where AI can quietly cut your workload - by at least half.

Most teams have three or four spots in their week where AI can do half the work - they just haven't been mapped yet. These are the four we find most often.

Hours lost to manual data entry

Someone on your team is still typing data from PDFs, invoices, forms, and emails into spreadsheets and systems - every day, every week.

How we close the gap

AI reads the documents, pulls the right fields, and routes them into the systems you already use. Your team only steps in when something genuinely needs a human call.

70% less manual entry
from Document-automation pipelines

Support answering the same questions every day

Whether it's customers or your own team - the same handful of questions get asked again and again, eating real hours from people who should be doing higher-value work.

How we close the gap

An AI assistant trained on your knowledge handles the routine asks 24/7, and escalates the rest with the full context already attached for whoever picks it up.

~60% of tickets deflected
from Knowledge-grounded support assistants

Reports stitched together by hand each week

Every Friday or month-end, someone copy-pastes from spreadsheets, formats the charts, and writes the same kind of summary - for a meeting that's mostly looking at last week's number.

How we close the gap

PowerBI / Fabric dashboards that update themselves, with AI-written summaries of what actually changed and what to look at first. The 'what to do about it' narrative comes free.

Hours → minutes
from PowerBI / Fabric reporting builds (e.g. Khaitan Education)

First drafts of routine content, written from scratch

Job descriptions, proposals, contracts, sales follow-ups, marketing copy - your team writes the same shapes of document over and over, starting from a blank page each time.

How we close the gap

AI drafts the first version trained on your tone, your previous drafts, and your guardrails. Your people stop writing and start editing.

~80% off first-draft time
from Content-drafting assistants on client tone

Want us to map your team's gaps? Schedule a 30-minute workshop - no commitment.

Figures are representative outcomes from past engagements and will vary with your data, scope, and starting point.

Live AI tool

Find where AI can cut your team's workload.

Describe your team or a workflow in a sentence. Our AI maps three concrete places it could save you time - instantly.

0/800
Where are you in your AI journey?

Pick the path that fits you - we'll meet you there.

01I have an AI idea

From idea to a working prototype in weeks

You've got the use case and the buy-in - what you need is someone who's shipped this kind of thing before. We'll scope tightly, choose the right model and architecture, and put a working prototype in your hands fast.

How we work it
  1. 1Discovery workshop - surface the data, the metric, and the constraints
  2. 2Architecture decision doc - model choice, infra, eval strategy
  3. 3Working prototype with real data, evaluated against your metric
  4. 4A clear roadmap to production with timelines you can defend
Start with a discovery call
02I need to scale an existing model

Production hardening, observability, and cost-aware scale

Your model works. Now it has to work at 10× the traffic, with audit trails, with predictable costs, and without waking your team up at 2 a.m. We turn fragile pilots into production systems.

How we work it
  1. 1Performance and cost audit on the current deployment
  2. 2Observability and evaluation harness so regressions show up early
  3. 3Inference optimization - caching, batching, edge or routing as fits
  4. 4Operational runbook + on-call patterns the team can actually use
Talk to our delivery team
03I'm adding AI to a product

Weaving AI into an existing product without breaking it

You don't need a new product - you need AI features inside the one you already ship. We integrate against your stack, respect the existing UX, and instrument the feature so you can prove ROI to the board.

How we work it
  1. 1Stack and UX audit - where AI actually belongs in your product
  2. 2Feature prototypes built against your real data and constraints
  3. 3Phased rollout with feature flags, A/B, and clear success metrics
  4. 4Cost and latency budgets that match your product's economics
Plan an integration
04My AI system isn't shipping

Rescue an AI build that's stuck between demo and prod

Demo glowed. Then six months happened. We pick up stalled builds and get them across the finish line - diagnosing the real blockers, not just the symptoms, and fixing them in the order that ships.

How we work it
  1. 1Honest diagnostic - what's actually blocking, model vs. system vs. process
  2. 2A 30-day plan with the smallest moves that close the gap
  3. 3Eval, retrieval, deployment, or compliance work where it's needed
  4. 4Hand-off plan so your team owns it after we leave
Bring us the stuck build
Research & Development

What we're building for tomorrow.

Active R&D into the AI capabilities our clients will need next - wearable AI on Meta Glasses and Apple Vision Pro, edge inference, and multimodal agents.

Explore our research
Wearable AI

Building on Meta Glasses and Apple Vision Pro - ambient, on-device AI for spatial computing and always-on context.

Active R&D
Edge inference

Sub-50ms model serving on constrained hardware, quantized and distilled for the edge.

Active R&D
Multimodal agents

Agents that see, hear, and act across tools and modalities - beyond chat.

Active R&D
Trusted by teams shipping AI
Theranow
BIBA
Chiraharit
Khaitan Education
Andhra Prabha
Intalent
Acrodocz
The Grovel
Property Box
Humain Learning
Let's build

Let's build what's next - together.

Whether you have a brief or just an idea, we'll help you scope a path from concept to production - with compliance built in.

Schedule a discovery call
Let's talk

Every project starts with a real conversation.

Share a few lines about what you're working on and we'll route it to the right person - usually within one business day.

We'll route it to the right person within one business day.