FounderPilot / Knowledge

Verified knowledge

Source-backed answers for execution.

FounderPilot uses verified-source infrastructure to answer where to go, what to verify, and when guidance is safe enough to act on.

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Knowledge exists to guide action

This is mock/dev infrastructure. The goal is not a knowledge dump. The goal is official-source context that helps founders understand what matters now, what can wait, where to go, and what needs expert review.

Grounding before guidance

5 source-grounding chunks matched the founder stage and geography.

I can explain this generally, but this should be verified from an official source or expert before action.

stage:just incorporatedstate:Karnatakastartup type:saascategories:gst,gst timing,dpiit,dpiit recognition timing,startup india,startup grants,state startup policies,compliance guidancesource policy:trusted first

Knowledge index

Search is designed around stage, geography, category, startup type, and source quality before AI sees context.

Categories indexed

16

startup india, gst, state startup policies, dpiit, compliance guidance, opc eligibility, private limited requirements, llp requirements, foreign subscriber director requirements, mca spice plus, dsc din, name reservation, apostille notarisation consularisation, dpiit recognition timing, gst timing, msme udyam relevance

Geography filters

2

India, Gujarat

Retrieval chunks

16

Structured filters now, semantic embeddings ready later.

Startup India recognition

Worth researching after incorporation, but FounderPilot should not claim eligibility until official criteria are checked.

Trust score 6

Startup India recognition. Worth researching after incorporation, but FounderPilot should not claim eligibility until official criteria are checked. A startup opportunity pathway that may help founders discover benefits after official criteria are verified.

official governmentpending reviewmedium confidence

GST stage-aware evaluation

GST should stay contextual. Revenue, interstate activity, and business model can change the review path.

Trust score 6

GST stage-aware evaluation. GST should stay contextual. Revenue, interstate activity, and business model can change the review path. A contextual review path for founders who are unsure whether GST is relevant yet.

official governmentpending reviewmedium confidence

DPIIT recognition usually belongs after formation context is clear

DPIIT recognition may become relevant after the startup structure is clear. Eligibility should be checked against official Startup India criteria.

Trust score 6

DPIIT recognition usually belongs after formation context is clear. DPIIT recognition may become relevant after the startup structure is clear. Eligibility should be checked against official Startup India criteria. DPIIT recognition should be explained as a later opportunity path, not as something FounderPilot guarantees before incorporation.

official governmentpending reviewmedium confidence

GST timing should remain stage-aware

GST should be evaluated from the founder's real operating state. It may not be immediate for every early-stage startup, but final timing needs official or expert verification.

Trust score 6

GST timing should remain stage-aware. GST should be evaluated from the founder's real operating state. It may not be immediate for every early-stage startup, but final timing needs official or expert verification. GST can depend on revenue, sales model, interstate activity, exports, imports, and other operational context, so FounderPilot should avoid one-size-fits-all prompts.

official governmentpending reviewmedium confidence
Show source registry and freshness checks

Startup India official source placeholder

Government of India startup program source · india wide

official governmentpending reviewmedium confidence

Placeholder for a future verified Startup India source. It must not be treated as live eligibility guidance.

GST official resource placeholder

Government tax authority source · india wide

official governmentpending reviewmedium confidence

Placeholder for future GST threshold and registration source checks. FounderPilot should avoid legal certainty until reviewed.

Gujarat startup policy source placeholder

State startup policy source · state specific

official governmentpending reviewmedium confidence

Placeholder for state-specific startup intelligence. It should be filtered by founder state before surfacing.

FounderPilot reviewed education notes

FounderPilot internal review · india wide

internal reviewedpending reviewmedium confidence

Internal education notes can simplify terms, but final compliance actions require official or expert verification.

Startup India official source placeholder

Next review: Future verified ingestion pipeline

pending review

This source is useful for architecture and education, but final action needs review.

GST official resource placeholder

Next review: Future verified ingestion pipeline

pending review

This source is useful for architecture and education, but final action needs review.

Founder education prompts

Structured explainers, not blog spam. Each prompt keeps action guidance separate from official verification.

What is Startup India recognition?

Worth researching after incorporation, but FounderPilot should not claim eligibility until official criteria are checked.

Do I need GST yet?

GST should stay contextual. Revenue, interstate activity, and business model can change the review path.

Are there state startup schemes for my startup?

State programs can be useful, but FounderPilot should filter by state and avoid eligibility claims until reviewed.

What does DPIIT mean?

FounderPilot can explain DPIIT simply, then direct founders to official verification before action.