Astro ChanakyaResearch & execution

The action backlog

35 proposed actions · 90-day execution and conditional expansion

Work through the roadmap with a clear owner and definition of done. These are proposed tasks, not completed implementation. The original statuses are preserved.

35 actions
IDAction / windowOwnerPriorityStatus
B01Agree customer situation and founder responsibilities26 Oct-1 Nov 2026
Acceptance criteria & dependencies

One initial customer situation and decision owner per function are recorded

Depends on: None

BothP0Proposed
B02Inventory existing web Android iOS and backend capabilities26 Oct-1 Nov 2026
Acceptance criteria & dependencies

Features dependencies current payments and analytics are listed without assuming they need rebuilding

Depends on: None

Engineering ownerP0Proposed
B03Verify calculation provenance and licences26 Oct-1 Nov 2026
Acceptance criteria & dependencies

Actual engine libraries data wrappers settings and applicable licence evidence are documented

Depends on: B02

Engineering ownerP0Proposed
B04Correct public status and methodological labels26 Oct-1 Nov 2026
Acceptance criteria & dependencies

AI availability and calculation labels match the deployed product

Depends on: B02, B03

Product ownerP0Proposed
B05Agree experiment budget and service cost ceiling26 Oct-1 Nov 2026
Acceptance criteria & dependencies

90-day cash ceiling daily generation cap and spending owner are written down

Depends on: B01

BothP0Proposed
B06Interview 20 target users and observe current report use2-15 Nov 2026
Acceptance criteria & dependencies

Recent problems alternatives and actual confusion recorded with India and selected diaspora represented

Depends on: B01

Product ownerP0Proposed
B07Recruit domain reviewer and choose AI launch languages2-15 Nov 2026
Acceptance criteria & dependencies

Reviewer can assess chosen tradition and each supported AI language

Depends on: B01

Product ownerP0Proposed
B08Specify exact approximate and unknown birth-time behavior2-15 Nov 2026
Acceptance criteria & dependencies

Uncertainty is explicit and unsupported conclusions are suppressed or qualified

Depends on: B02, B07

Engineering ownerP0Proposed
B09Create initial reference and answer evaluation sets2-15 Nov 2026
Acceptance criteria & dependencies

20 calculation cases and 50 answer edge and language cases have expected results and rubrics

Depends on: B03, B07, B08

Engineering ownerP0Proposed
B10Choose one paid explanation offer and sample2-15 Nov 2026
Acceptance criteria & dependencies

Contents follow-up allowance expiry price hypothesis and sample are explicit

Depends on: B06, B07

Product ownerP0Proposed
B11Map consent AI processing retention and analytics changes2-15 Nov 2026
Acceptance criteria & dependencies

Data inventory provider handling deletion and updated disclosure requirements are identified

Depends on: B02

Engineering ownerP0Proposed
B12Connect November content to current product journeys2-15 Nov 2026
Acceptance criteria & dependencies

Each content series has a truthful destination and source tag with no premature AI availability claims

Depends on: B04, B06

Product ownerP1Proposed
B13Version the existing calculation output contract16-29 Nov 2026
Acceptance criteria & dependencies

Chart settings facts uncertainties and engine versions are returned consistently

Depends on: B03, B08, B09

Engineering ownerP0Proposed
B14Create 20-30 reviewed interpretation entries16-29 Nov 2026
Acceptance criteria & dependencies

Entries declare prerequisites conditions exceptions tradition source rights and version

Depends on: B07, B09

Domain reviewerP0Proposed
B15Implement narrow report explanation workflow behind a flag16-29 Nov 2026
Acceptance criteria & dependencies

Three supported intents use read-only facts and reviewed rules with bounded fallback behavior

Depends on: B10, B13, B14

Engineering ownerP0Proposed
B16Implement answer validation and credit-safe failure handling16-29 Nov 2026
Acceptance criteria & dependencies

Unsupported facts dates and scope are checked and failed answers are not charged

Depends on: B15

Engineering ownerP0Proposed
B17Implement minimal funnel quality and cost instrumentation16-29 Nov 2026
Acceptance criteria & dependencies

Events match real user actions and general analytics exclude birth details and raw conversations

Depends on: B11, B15

Engineering ownerP0Proposed
B18Compare current report general model and grounded prototype16-29 Nov 2026
Acceptance criteria & dependencies

About 20 users see randomized anonymized alternatives with equal chart facts and stated primary preference measure

Depends on: B09, B15, B16

Product ownerP0Proposed
B19Run a small beta and inspect failures16-29 Nov 2026
Acceptance criteria & dependencies

About 30 beta users complete supported journeys and critical failures are fixed before paid release

Depends on: B11, B16, B17, B18

BothP0Proposed
B20Expand reference and answer suites30 Nov-13 Dec 2026
Acceptance criteria & dependencies

60 calculation cases and 150 answer cases include held-out tests and language-specific results

Depends on: B19

Engineering ownerP0Proposed
B21Implement one paid bundle on the pilot surface30 Nov-13 Dec 2026
Acceptance criteria & dependencies

Checkout entitlements visible allowance expiry refunds and failed-response reversals are tested

Depends on: B05, B10, B11, B19, B20

Engineering ownerP0Proposed
B22Observe first genuine purchases and calculate contribution30 Nov-13 Dec 2026
Acceptance criteria & dependencies

At least 10 independent target customers buy delivered value and actual variable costs are reviewed

Depends on: B17, B21

Product ownerP0Proposed
B23Analyze buyer and non-buyer objections30 Nov-13 Dec 2026
Acceptance criteria & dependencies

Interview evidence identifies the main relevance trust price or delivery issue

Depends on: B22

Product ownerP1Proposed
B24Fix the largest observed funnel or quality bottleneck14 Dec 2026-10 Jan 2027
Acceptance criteria & dependencies

One substantive iteration improves the declared metric without weakening quality or cost controls

Depends on: B20, B23

Engineering ownerP0Proposed
B25Test optional recurring weekly value14 Dec 2026-10 Jan 2027
Acceptance criteria & dependencies

Returning users can explain a recurring reason to use the product and opt in voluntarily

Depends on: B19, B24

Product ownerP1Proposed
B26Integrate validated journey into remaining existing apps14 Dec 2026-10 Jan 2027
Acceptance criteria & dependencies

Shared backend behavior billing disclosures and quality remain consistent on supported platforms

Depends on: B22, B24

Engineering ownerP1Proposed
B27Test consent-based sharing14 Dec 2026-10 Jan 2027
Acceptance criteria & dependencies

Preview omits sensitive details and recipient activation is measured

Depends on: B11, B24

Product ownerP1Proposed
B28Start limited monthly subscription pilot14 Dec 2026-10 Jan 2027
Acceptance criteria & dependencies

Two mature cohorts and recurring-use interviews pass the stated gate before actual monthly offer is sold

Depends on: B22, B25

BothConditionalConditional
B29Review mature cohorts and unit economics11-30 Jan 2027
Acceptance criteria & dependencies

Counts denominators observation windows refunds full service costs and acquisition costs are reported

Depends on: B22, B24

BothP0Proposed
B30Make written continue narrow pivot or stop decision11-30 Jan 2027
Acceptance criteria & dependencies

Decision names evidence unresolved uncertainty and the next bounded commitment

Depends on: B29

BothP0Proposed
B31Review multiple paid renewal opportunitiesFeb-Apr 2027
Acceptance criteria & dependencies

Actual eligible renewal cohorts are observed rather than inferred from prepaid sales

Depends on: B28

Product ownerConditionalConditional
B32Deepen one language or one marketFeb-Apr 2027
Acceptance criteria & dependencies

Existing quality contribution and support load justify one expansion

Depends on: B30

BothConditionalConditional
B33Validate ceremony planning workflow before automationMay-Jul 2027
Acceptance criteria & dependencies

10-15 observed planning sessions and five paid assisted pilots support a repeatable task

Depends on: B30

Product ownerConditionalConditional
B34Build engine-derived local ceremony option comparisonMay-Jul 2027
Acceptance criteria & dependencies

Event location timezone constraints and supported calculation rules produce windows that AI only explains

Depends on: B03, B33

Engineering ownerConditionalConditional
B35Choose one scale or professional-tool experimentAug-Oct 2027
Acceptance criteria & dependencies

Core business runs predictably and the new buyer or channel has independently validated demand

Depends on: B30, B32

BothConditionalConditional
Start dates are planning assumptions. Follow the release and business gates in the builder’s guide before expanding.
Read the builder’s guide