AI Adoption / AI for Departments
Generic AI training produces people who can talk about AI. Department training produces people who have automated something on their own desk. Each track opens with the workflows that function runs weekly and ends with a shortlist they can act on.
AI for Departments
Sales and revenue teams
Finance and accounting
HR and people operations
Customer support
Operations and supply chain
The gap in most corporate AI training is that skills learned in the abstract have nowhere to land. A finance analyst who practises on a marketing example goes back to a desk that looks nothing like the exercise. Function training inverts that. We start from the reconciliation, the credit note, the shift roster, or the escalation queue that team owns, and the AI skill attaches to a task they will repeat next week.
Who it is for
Every track runs the same four-part shape. What changes is the workflow set, the example data, and the systems the exercises touch.
Account research, call preparation, proposal drafting, CRM hygiene, and pipeline summarisation.
Reconciliation support, variance narratives, policy lookup, and vendor document review.
Job description drafting, screening support, policy responses, and onboarding content.
Response drafting, ticket summarisation, knowledge base upkeep, and escalation triage.
Exception handling, vendor correspondence, SOP drafting, and shift documentation.
Underwriting, collections, claims, quality, or any function with enough repeatable volume to justify its own track.
The curriculum
Four modules across a half day. The workflow inventory in module one is what makes the rest of the session specific to that team.
The team lists what it actually does each week and scores each task on volume, repeatability, and risk. This produces the shortlist the rest of the session works against.
Participants work their own top-scoring tasks with an approved tool, with facilitator feedback on each attempt. This is the bulk of the session.
Winning approaches get written up in a shared format the team keeps, so the value survives after the facilitator leaves.
Which outputs can go straight out, which need a second pair of eyes, and which must never be automated in that function.
Outcomes
The team knows which of its tasks are worth automating first and which are a poor fit.
Ten to twenty tested prompts in the team's own language, ready to use on Monday.
Explicit lines on what ships unreviewed, what needs sign-off, and what stays manual.
Delivery in India
Most of our work runs with banks, NBFCs, insurers, and manufacturers headquartered in India. The programme assumes Indian regulatory context, distributed field teams, and mixed levels of digital comfort across the workforce.
Sessions cover the Digital Personal Data Protection Act 2023 alongside RBI, IRDAI, and SEBI expectations, so teams learn what they can put into a model before they start using one.
Facilitators travel to your offices, branches, and plants. Virtual cohorts run on IST with recordings for shift-based teams.
Content works for relationship managers, collections agents, and plant supervisors, without assuming a desk, a laptop, or prior AI exposure.
Facilitation runs in English and Hindi as standard. Additional regional languages are arranged for large field cohorts on request.
Delivered onsite in
Free download
Every module, session agenda, duration, and audience across the five programmes, plus the assessment rubric we use to measure whether behaviour actually changed.
Questions
If your question is here in a form we have not covered, ask us directly and we will answer it plainly.
Five standard tracks cover sales, finance, HR, customer support, and operations. We also build custom tracks for functions with enough repeatable volume to justify one, which in Indian financial services most often means underwriting, collections, and claims.
General training teaches the tool. Department training starts from the workflows that function already runs weekly, so every exercise uses the team's own tasks, systems, and data shapes. Participants leave having improved something on their own desk rather than having completed a generic exercise.
We recommend it. When the literacy baseline is already in place, the department session can open directly at the workflow inventory instead of spending its first hour on fundamentals and data rules. Teams that skip it typically lose about a third of the session.
Between 15 and 40 people from the same function. The applied practice module needs facilitator attention on individual attempts, so mixed-function rooms and larger groups both reduce how much each participant gets out of it.
No system integration is required. Exercises run on representative examples the team brings, using whichever AI tool your organisation has approved. If you want participants working on live records, we agree the data handling rules with your privacy team beforehand.
The library is written in a shared format the team owns, with a named maintainer agreed during module three. We review it at the 30 day mark and prune what is unused, since an unmaintained prompt library decays into noise within a quarter.
Yes. Facilitators travel to your offices across Bengaluru, Mumbai, Delhi NCR, Pune, Hyderabad, Chennai, and beyond. Distributed functions often run one onsite anchor session per region, with virtual cohorts on IST for smaller locations.
Keep going
Pick a function
Tell us which function feels the most manual and we will scope a track against its actual weekly workload.