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The Readiness Assessment

A 5-day engagement that maps your data, surfaces high-ROI AI candidates, and recommends a pilot — fixed price.

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Case study
Tier-1 bank cuts reconciliation 92%

Agentic reconciliation across 14 source systems — six-week pilot, full rollout in one quarter.

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Private AI on dedicated GPUs

Frontier-class models on isolated infrastructure — your data never leaves the perimeter.

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Latest
Field notes: agentic eval at production scale

How we ship and operate eval harnesses for systems running ten-million-plus actions a month.

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Founder
Rohit Wakode — Founder & Director

B.Tech IIT Bombay · LLB GLC Mumbai. Building intelligent enterprise systems in India since 2014.

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Industry · 11

Hybrid Education

AI-native learning platforms, content ops, assessment AI, and outcomes intelligence.

LMSContent AIAssessmentOutcomes

Education AI works when it adapts to each learner and gives educators real insight — and reaches learners who lack constant connectivity. We build learning platforms, assessment AI, and outcomes intelligence that do.

Content operations are AI-assisted so curriculum scales, and analytics flag at-risk learners before they fall behind.

SectorInstitutions, ed-tech, training
ReachOffline-capable for real access
DeploysWeb + mobile
EntryFirst cohort in a term
01 — What we deploy

AI-native learning that adapts and reaches.

/ 01

Adaptive learning

Personalised paths that respond to each learner's performance.

/ 02

Assessment AI

Automated grading and feedback with human oversight.

/ 03

Content operations

AI-assisted authoring, localisation, and accessibility at scale.

/ 04

Outcomes intelligence

Analytics with intervention triggers for at-risk learners.

/ 05

Offline reach

Works in low-connectivity settings, syncing when online.

/ 06

Educator tools

Dashboards that give teachers insight, not noise.

02 — How we engage

From first call to production.

01

Discovery

02

Pilot

03

Production

04

Operate

STEP 01

Discovery

We define pedagogy, content structure, and the outcomes you want to move.

STEP 02

Pilot

An adaptive platform built for a cohort, measured on engagement and outcomes.

STEP 03

Production

Rolled out with offline support, localisation, and accessibility.

STEP 04

Operate

Analytics-driven iteration on what improves results.

03 — Where it pays

Use cases.

LMSContent AIAssessmentOutcomesTutoringAccessibility
04 — Engineering

Stack & standards.

Platform
Custom LMS
Adaptive engine
Offline-first
Accessible (WCAG)
Content AI
Authoring assist
Localisation
Question generation
Analytics
Progression tracking
Intervention triggers
Educator dashboards
05 — Outcomes

What good looks like.

Adaptive
Per learner
Paths that respond to performance.
Reaches
More learners
Offline-capable access.
Actionable
For educators
Insight that prompts intervention.
06 — Questions

Answers, before you ask.

Does it work offline?
Yes — offline-first design lets learners continue without constant connectivity and syncs when they reconnect.
Is assessment AI fair?
Automated grading runs with human oversight and bias checks; it assists educators rather than replacing judgement.
Can it localise content?
Yes — AI-assisted localisation and accessibility adapt curriculum across languages and needs.
Ready when you are

Let's talk about Hybrid Education.

Start with a fixed-price 5-day Readiness Assessment or a 6-week pilot. Senior engineers, measurable evals, and a system you own on handover.

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