AI for Fintech

Sample Planning Sprint Pack

What the $5,000 Planning Sprint delivers.

A sample plan for Keelstone, a fictional private investment platform that wants AI beyond our existing modules. Two weeks, no build: where AI fits, what it depends on, and a fixed quote.

What you get

  • Where AI fits across your platform, with the user outcome, users and data for each
  • The prioritized capability map, with what each one depends on
  • The readiness review of your architecture, data, integrations and permissions
  • Cost-to-serve estimates per user, with the assumptions shown
  • The recommended first build: 2 to 3 capabilities and why they come first
  • A fixed-price quote to build it and take it to production; the $5,000 counts toward it

Illustrative demo on a fictional firm. Not client work.

How the two weeks run

We plan with the people who know the platform.

About 2 to 3 hours a week from a product owner and an engineering lead. No build, no production access.

Week 1

  • Walk the platform with your product, engineering and compliance leads
  • Read what issuers and investors ask for in support tickets
  • Map which flows the regulated core owns

Week 2

  • Map the capabilities and review architecture, data, integrations and permissions
  • Estimate the cost to serve per user
  • Agree the first build with you and write the fixed quote

01 · Where AI fits

Every opportunity, tied to a user outcome.

Including capabilities our modules do not cover. Each one names who uses it and the data it needs.

Deal drafting from filesIssuersDeal forms, uploaded documents
Diligence pre-fillAnalystsDDQs, decks, meeting notes
Investor matchingDeal teamsInvestor profiles, activity
Statement explanationsInvestorsHoldings, transactions

02 · Capability map

Now, next and later, with what each depends on.

Ordered by user value and by what your platform can support today.

Deal drafting from filesNowDeal form APIs on the core
Investor matchingNextClean investor profile fields
Statement explanationsLaterTransaction history API

03 · Readiness review

Architecture, data and permissions, checked.

What is ready, what needs work, and what blocks a capability until it changes. Illustrative findings.

Findings

  • The core exposes deal forms through APIs; drafting can start without touching it.
  • Investor ticket sizes are free text; matching waits until they are structured.
  • Compliance wants the AI value stored beside the human one; the plan includes it.
  • Open question for you: include drafting in every issuer plan, or sell it as a tier?

04 · Recommended first build

Draft deals from the issuer's files first.

Two capabilities that share the same documents: field by field suggestions, and the gate before publishing.

05 · Quote

A fixed price to build it and take it to production.

The fixed quote is in your Planning Sprint Pack, not on the site. If you go ahead, the $5,000 counts toward it; if you stop, the plan is yours.

Get a plan for your own platform.

Bring the AI questions your users and compliance team are asking. In 30 minutes we agree what the Planning Sprint would map.

Calls run in US Central time. No generic AI presentation: we discuss your product, users and production constraints.