EdZola
Arts & culture sector playbook

Arts organisations support people, work, places, rights and audiences. Your system should honour the creative journey.

Grant-makers, residencies, arts educators, traditional training programmes, production houses, venues and heritage archives all organise work differently. This playbook starts from that model and connects administration without making artists work for the database.

Works on a phone, in regional languagesBuilt on ZohoYour data stays yours
A
Anjali MundaAR-0381 · Theatre · Ranchi
FULL JOURNEY
OpenCall_2026_responses (1).xlsxForm Responses 2
Anjali MundaTheatreHindi audio?
A. Mundatheatre2021 too??
01 · Applied and selected
Selected, 2026 theatre residencyFirst applied 2021 · same Artist ID
Done
Strong. Mundari text, needs reader
juror 3 knows her?? recuse
02 · Jury
Scored by three jurors, one recusedWritten feedback sent from jury notes
Scored
Mentor sessions · Apr to Sep
A. Munda✓✓✓✗✗✗
03 · Residency
No mentor session since June✓✓✓✗✗✗
Flagged
Action today
Tranche 2 sent to finance for releaseMilestone logged on today's check-in call
Due today
PDF
Final_report_Anjali_v2.pdfPremiere photos attached · no credits
04 · Archive and alumni
First alumni check-in scheduledPremiere recording catalogued with credits
Mar 2027

Five places, one artist. Nobody can see her project has stalled.

Six common operating models

Find the model closest to how your work actually runs.

Many organisations combine two or three. Start with the closest match, then borrow only the parts that solve a real programme problem.

Model 01

Grant-making and commissions

Artists or organisations apply, are selected and deliver supported work over milestones.

Usually organised around
Applicants, proposals, juries, grants, tranches, milestones and outcomes.
Watch for
Keep jury judgement, conflict declarations and payment decisions transparent.
Start with
Applicant, proposal, jury decision, grant and tranche.
Model 02

Residencies and fellowships

Artists receive time, space, mentoring and peer learning over a defined period.

Usually organised around
Artists, cohorts, placements, mentors, work plans, check-ins and alumni.
Watch for
Creative development is not a checklist; use milestones as conversation anchors.
Start with
Artist, residency plan, check-in, work and alumni update.
Model 03

Arts in education

Artist-educators deliver sustained creative learning in schools or communities.

Usually organised around
Learners, schools, educators, sessions, work, consent and learning reflection.
Watch for
Attendance does not capture expression, agency or classroom practice.
Start with
School or group, session, creative work and reflection.
Model 04

Traditional arts and heritage training

Gurus, practitioners and learners sustain embodied knowledge across generations.

Usually organised around
Practitioners, lineages, learners, repertoire, sessions, performances and rights.
Watch for
Respect community ownership, culturally appropriate access and non-written evidence.
Start with
Practitioner, learner, repertoire item, session and permission.
Model 05

Production, troupe and touring

Creative teams develop, rehearse, produce and tour performances or exhibitions.

Usually organised around
People, roles, works, rehearsals, production tasks, venues, shows and settlements.
Watch for
Credit, contracts, schedules, rights and payments must stay connected.
Start with
Work, contributor, production task, performance and settlement.
Model 06

Venue, festival and archive

Organisations programme spaces, welcome audiences and preserve cultural material.

Usually organised around
Events, venues, artists, tickets or access, audiences, media, metadata and rights.
Watch for
An archive without consent, credit and reuse terms is not safely reusable.
Start with
Event or asset, contributor, audience, rights and preservation action.

Not sure which one you are? Bring one tracker and describe a normal week. The model usually becomes clear quickly.

Sound familiar?

Your programmes run on good people and scattered archives.

These come up in almost every first conversation we have with arts & culture teams.

"Every year's open call is a new Google Form."

Different fields each cycle. After five years, nobody can say whether the call is reaching new artists.

Programme head
"The funder asked what happened to the 2019 cohort."

Answering means a week of digging through inboxes, old reports and whoever still has the artists' numbers.

Director
"We trained two thousand teachers. We can't say how many teach the arts period."

Training attendance is in one sheet and classroom visits are in WhatsApp photos. The state asks for fidelity and we send estimates.

Government partnerships lead
"It's called final_final_2.mp4 and nobody knows who's in it."

Recordings sit on a hard drive with no credits or rights. Five years on, you can't use them.

Archivist
Real work, not only illustrations

What we've actually built.

We haven't published an arts case study yet. For programmes in schools, the closest work is Compass for Simple Education Foundation (teacher training and classroom observations at state scale) and MukkaMaar (trainer-led sessions in schools).

Recognise your programme? Tell us where the work gets stuck and we'll suggest a useful first version.

One worked example · Artist support from selection to alumni
Follow one programme journey

For one grant or fellowship, four questions connect fair administration with creative growth and longer-term support.

This is one operating model, not a template for every arts & culture organisation. Use it to see how everyday work, follow-up and management decisions can connect.

Stage 01 · Open call & jury

Is the call reaching artists beyond the usual circle?

Open calls tend to reward artists who already write proposals in English. If you don't track who applies, from where and in what language, you can't tell whether the call is open.

Your team does

  • Artists apply on a phone-friendly form in text, audio or video, in regional languages.
  • The programme officer screens applications and logs the reason for every rejection.
  • Jurors score on a portal that shows only the applications assigned to them, with no conflicts of interest.

The system does on its own

  • Every applicant gets an acknowledgement with an application number.
  • Applications are hidden from jurors who've declared a conflict.
  • Outcome and feedback go to every applicant, selected or not.

Where AI helps at this stage

  • Audio and regional-language proposals transcribed and translated for jurors
  • The open call drafted in several languages from the approved text
  • Applicant pool patterns summarised across cycles
Programme head · 2026 open callArts & Culture · Stage 01
EXAMPLE DATA
Applications486↑ 31% on 2025
First-time applicants58%Target 50%
From outside metros41%Of applications
Scores missing223 jurors behind
IDArtistRegionStatus
AR-0497Thenmozhi R.MaduraiScores missing
AR-0512Salim QureshiBhopalTranslation check
AR-0381Anjali MundaRanchiShortlisted
AR-0455Kiran D'SouzaMumbaiIneligible, reason sent
Do nextMost of the missing scores are Tamil audio proposals waiting on translation. Ask the Tamil reader to check them by Thursday so jurors score the real proposal.
Build your sector playbook

Choose the parts your programme needs, not a giant system all at once.

Choose modules around the relationship you hold with artists and communities. Collect only what improves support, accountability, rights or access, not data for its own sake.

Applications, selection and grants

Manage calls, eligibility, review, conflicts, decisions, agreements, milestones and tranches.

Rights, credits and royalties

Keep ownership, permissions, licences, credit lines, reuse and payments with each work.

Production and touring

Coordinate people, tasks, rehearsal, logistics, technical needs, venues and settlements.

Arts education and fellowships

Follow cohorts, sessions, mentoring, observation, creative evidence and alumni pathways.

Venues, events and audiences

Plan programmes, access, ticketing or free attendance, feedback and repeat engagement.

Heritage archive and artisan markets

Catalogue context and rights, or connect makers, products, orders, sales and payments.

Questions the system should answer

Useful on an ordinary workday

  • What support or opportunity did the artist choose?
  • Which milestone, payment or production action is due?
  • Who owns the work, and what consent governs its use?
  • What changed for the artist, audience, learner or tradition over time?
Measures worth seeing together

Delivery beside outcomes

  • Grant milestones and payment time
  • Artist income and continuing practice
  • Rights, credits and royalty fulfilment
  • Audience reach, access and return
  • Learner participation and creative growth
  • Archive use, sales and touring
Keep people in charge

Boundaries to agree before build

  • Artists and communities define creative value
  • Juries and curators make transparent human decisions
  • AI never invents provenance, attribution or cultural context
  • Consent and rights remain attached to every work and recording
How we build it · the MAP approach

We fix the data first. AI comes last, and it's better for it.

Most AI projects stall because the records underneath are messy. So we work in a fixed order.

M
Model

Start with the decisions you need to make.

Every field has to earn its place by helping someone decide something. If nobody uses it, we don't collect it.

  • Connected records for artist, open call, application, grant, fellowship or residency, event, school session and archive asset
  • Every applicant keeps one Artist ID across years, selected or not, with credits and rights on every asset
  • Indicators funders ask for, from first-time applicants and children's growth in confidence to alumni still practising at five years
A
Align

Fit it to how your field team already works.

A system people avoid is worse than a spreadsheet. We design around shared phones, patchy signal and WhatsApp.

  • Applications in text, audio or video, in regional languages, on a phone
  • A different screen for the juror, the mentor, finance and the director
  • Check-in reminders, tranche alerts and alumni surveys that go out on their own
  • Artists get back their audience numbers and a portfolio page from the archive
P
Power with AI

Then add AI where it saves real hours.

On clean, connected records, AI can read paperwork, draft reports and flag who needs attention. A person always checks.

  • Six tested use cases, picked for the hours they save
  • A human check written into every one
  • Clear lines on where AI doesn't belong

Where you start depends on where you are. If your records are already in good shape, we can move to AI quickly. If they're in notebooks, we start there, and we don't start from zero.

Offline forms, local languages, links to government IDs and AI features are set up to suit each programme's needs and consent rules, so not every build includes all of them.

Where AI helps

Six places AI earns its keep.

We picked the jobs that save arts & culture teams the most hours. Each starts with a problem we hear often, and each keeps a person in charge of the decision. How we think about AI →

Collect fasterResidency & mentoring

“Our artist educators hate filling forms, so session reflections never get written.”

Turns mentors' and artist educators' voice notes after a session into a structured session log.

Your team still decides: it runs privately, with consent, and the programme manager reads flagged notes in full.

Know soonerShows & audiences

“We collect hundreds of reflections from children and teachers and nobody has time to read them.”

Groups open-text and voice reflections from children, teachers and audiences by theme.

Your team still decides: the director reads every safeguarding, access or safety comment directly.

Collect fasterShows & audiences

“Thousands of artworks come in on WhatsApp and we can't tell which school or activity they belong to.”

Reads the sender, caption and voice note to file each submission against the school and activity.

Your team still decides: a coordinator checks consent before anything is shown publicly.

Collect fasterOpen call & jury

“Great artists apply in Hindi, Punjabi or by voice note, and our jurors can't all read them.”

Transcribes and translates audio or regional-language applications for jurors who don't share the language.

Your team still decides: only with the applicant's consent, and a native-language reader reviews every shortlisted translation.

Collect fasterArchive & alumni

“Our drive is full of performance photos and videos with no names, dates or consent status.”

Suggests tags for photos and recordings: event, school, art form, setting.

Your team still decides: the archivist confirms every tag, and children are never identified by face.

Build fasterArchive & alumni

“Cohort reports take a month to pull together from surveys, logs and photos.”

Drafts cohort impact reports from assessment, session, alumni and archive data.

Your team still decides: the director edits any claim about your role in a child's or artist's growth.

Where we won't use AI.

An artist's work and voice are theirs. These lines don't move, whoever's asking.

  • Face recognition on children's photos or videosChildren perform for their school, not for a dataset. Faces are never identified by a model.
  • Scoring or ranking applicationsMerit is the jury's call. A model trained on past picks repeats past gatekeeping.
  • AI-written feedback to applicantsArtists can tell. Feedback comes from what the jurors said.
  • Judging creative progressThat's a conversation between the artist and their mentor.
  • Unreleased work in public AI toolsIt's the artist's property. Uploading it can compromise rights before the premiere.
  • Describing ritual works without the communityMeaning belongs to the practitioners. A model will get it wrong and flatten it.
  • Training AI on your archiveArtists didn't agree to become training data, and rights clearances rarely cover it.
What changes, and for whom

Everyone enters less and gets something back.

Artist

Knows when the money's coming.

Their tranche schedule, plus audience numbers and feedback they can use in their own funding applications.

Mentor

Sees the whole picture on a mentee.

Sessions logged, the next check-in date and what other mentors have noted.

Programme officer

Knows who needs a call this week.

Milestones, check-ins due and tranches waiting on finance, for every grantee.

Programme director

Sees who's being reached.

Attendance, first-timers and school sessions by venue and format, free events included.

Leadership & funders

Can answer the 2019 question.

Alumni careers by cohort and discipline, linked back to the original grant.

If only the alumni who are doing well answer the survey, your practising rate looks better than your programme is. We report the response rate next to every alumni number.

Funders notice. It's the kind of honesty that gets you renewed.
How we work with you

From your first email to a system your team actually runs.

Most systems launch in three to four months. The timeline moves with the number of programmes and roles, how messy the old data is, and how many tools need connecting.

Email us what hurts

Tell us where the work gets stuck today. Spreadsheets, notebooks, WhatsApp groups, all of it.

A 30-minute walkthrough

Free

You show us how the programme runs. We'll tell you straight if you need a new system, a better workflow or nothing at all.

Diagnosis

1 to 2 weeks

We map how your programme works, talk to the people who'll use it, review the tools you use today and hand you a System Blueprint, a clear plan of what we'll build.

Build in stages

6 to 16 weeks

Working screens every 2 to 4 weeks, tested by your field team in your own terms. We clean up your old spreadsheets and move them across.

Launch, then stay

30 to 60 days

Field training and launch, then 30 to 60 days of close support. After that, the system keeps changing as your programmes do.

What we'll need from you

  • A programme owner who can make decisions and join a short weekly review
  • Your current forms, trackers and one recent donor report
  • A few field staff to test screens before launch
  • Access to the tools you want connected

Works with what you already use

We connect to your application forms, ticketing and box office, WhatsApp and IVRS for teachers, and your archive or media library, rather than replacing what already works. Zoho licences sit in your organisation's name, and everything exports whenever you want it.

100+organisations worked with
150+systems built
5+countries
ZohoAdvanced Partner
75%of our work is with nonprofits
Your data, your rules

What 'your data stays yours' actually means.

The questions your finance head and IT lead will ask, answered before the call.

Your account, your licence

Zoho licences are bought in your organisation's name and hosted in the Zoho data centre region you choose, including India. We work inside your account.

Export any time

Every record exports to Excel or CSV whenever you want, including the day you stop working with us. You're not locked in to us for support either.

Access by role

Each person sees only the records their role needs. Parental consent is recorded before any child's image or video is stored.

A trail on every change

Edits are logged with who made them and when, so an audit or a funder query doesn't start from memory.

Consent and DPDP

Consent is recorded for each purpose, and we agree up front how long data is kept and when it's deleted. ZolaShield, our DPDP platform, shows where you stand.

AI stays inside your system

AI features run on your records under your account's controls. Beneficiary records never go into public AI tools.

Tell us which arts & culture model you run. Bring us one tracker.

We’ll map what your team does now, identify the smallest useful first version and show where follow-up, learning and reporting can share the same information, without forcing your programme into a generic template.

If budget is tight, ask about the Built for Impact Programme, which gives eligible nonprofits free Zoho credits.

Other sectors we build for

The same approach, shaped to each kind of work.

See all 16 sectors on one page →

EDZOLA BYTES

Get EdZola Bytes once a month.

Field notes, useful tools and practical lessons from building systems with nonprofits.

You can unsubscribe at any time. We use your details only to send EdZola updates.