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MPersonalized wealth management

Mira

Holistic management of all your financial needs.

Mira manages a person’s entire financial life holistically — for any age, income or faith background, at any stage of life. Most apps handle one decision at a time. Mira builds one evolving plan across every goal at once, so you always see how today’s decision changes your retirement date, your tax bill and what you can still afford tomorrow.

Mira app
Mira app
5core modules
100+assertion deterministic test suite
Age 90wealth projection horizon

Overview

At a glance

01

Underwriting

Every planned purchase — a mortgage, a car, a credit card — evaluated together, not one at a time.

02

Wealth & retirement

A full financial trajectory to age 90, showing whether today’s choices keep retirement on track.

03

Tax strategy

Real, current-year tax savings found automatically and folded straight into the plan.

04

Plan orchestration

When cash frees up, decides where it does the most good — recomputed live as numbers change.

05

Lead generation (MiraLG.ai)

When a plan shows you’re ready for a real product, Mira can refer you to a vetted, consented partner lender.

Capabilities

What makes it different

Eight capabilities that compound — four engines that make underwriting and planning deterministic, and four inside MiraLG.ai that turn every signal into a matched, consented offer.

Mira — the planning engines

Every financial calculation is a pure function: testable, reproducible, never a model call.

01

Joint Underwriting Engine

Mira simulates a person’s entire financial life month by month — income, debts and every planned product — as one deterministic pipeline, not isolated calculators. Each approved product’s payment cascades into every later product’s DTI, exactly as a real underwriter sequences them, evaluated against every applicable program (FHA, VA, USDA, Jumbo, subprime auto) under real 2026 rules.

Why it matters
  • Shows exactly which products you qualify for and when — not just today’s snapshot
  • Models the cross-product DTI cascade in real time
  • Defensible via a 100+ assertion deterministic test suite, not a black-box model
Joint Underwriting Engine
02

Wealth & Retirement Advisor Engine

A full net-worth simulation projecting every year to age 90, integrating planned purchases against retirement readiness. It models Social Security using real 2026 bend-point math, tests 4%-rule readiness with a bridge-years calculation for early retirees, and gives specific advice — exact 401(k)/IRA/HSA room, marginal-bracket tax savings — instead of generic guidance.

Why it matters
  • Turns “can I afford this house” into a full-life financial trajectory
  • Every recommendation carries the exact dollar figure and citation behind it
  • The wealth trajectory updates live as products move through underwriting
Wealth & Retirement Advisor Engine
03

Tax-Strategy Studio

A tax-strategy engine built on real, current-year IRS mechanics — 2026 brackets and standard deduction, plus a catalog covering 401(k)/HSA/backdoor Roth, oil & gas working interest, historic rehab credits and the Child Tax Credit. Every strategy computes an exact dollar figure and feeds directly into the wealth engine, so optimization visibly accelerates retirement.

Why it matters
  • Real 2026 IRS figures, refreshed annually through a documented pipeline
  • Tax savings compound directly into the wealth projection
  • Separates real savings from capital-funded ones so free money is never double-counted
Tax-Strategy Studio
04

Halal & Kosher Investing + Zakat Engine

Real faith-compliant programs — Shariah home co-ownership (musharaka), auto murabaha, Qard Hasan loans and kosher heter-iska mortgages — ranked ahead of conventional products even when cheaper elsewhere. A Zakat calculator handles contested fiqh questions by letting the user pick their ruling, wired into cash flow and taxes.

Why it matters
  • Roughly 4.5M Muslim and 7.5M Jewish Americans have no faith-compliant option in mainstream planning apps
  • Every ruling is sourced and user-chosen — never a silent default on a contested question
  • Zakat is wired into cash flow, taxes and retirement projections, not a side calculator
Halal & Kosher Investing + Zakat Engine

MiraLG.ai — consented lead generation

Event-driven and multi-tenant: every signal is scored and priced in the request path, isolated per client from day one.

05

Trigger-Based Partner Referrals

MiraLG.ai — Mira’s embedded lead-generation engine — continuously evaluates every user’s underwriting signals against live trigger criteria: for example, eligible for a program and within six months of the target date. Once every condition is met, Mira shows a link to refer the case to a vetted partner lender — consent required first.

Why it matters
  • Referral links only ever appear for a real, qualified match — never an untargeted ad
  • Trigger criteria (program, timing and more) are fully configurable per campaign
  • Consent is required before any case is referred — the user controls what’s shared
Trigger-Based Partner Referrals
06

AI Campaign Studio

Lenders and partners build targeting campaigns in plain language — MiraLG.ai’s AI layer translates the request into structured criteria and writes a human-readable rationale for every match, so a campaign manager can see why a segment was selected, not just that it was. Lookalike discovery finds adjacent, high-intent segments from a seed campaign’s performance.

Why it matters
  • Cuts campaign setup from a targeting-spec meeting to a natural-language prompt
  • Every match ships with a plain-English reason, not an opaque score
  • Lookalike discovery expands reach without manual segment-building
AI Campaign Studio
07

Matching, Scoring & Lookalike Discovery

The pipeline that turns a raw signal into a ranked, qualified lead: extract the relevant details, score them against every live campaign’s targeting criteria, and return a ranked match — computed the moment the signal arrives, not in a nightly batch. The same pipeline powers lookalike discovery, surfacing audiences a campaign owner never manually defined.

Why it matters
  • Real-time scoring, not overnight batch matching
  • One pipeline powers both direct matching and lookalike discovery
  • Multi-tenant by design, with audit logging and row-level isolation from day one
08

Real-Time Pricing Engine & Billing

Every matched placement is priced live against a campaign’s bid and budget rules, tracked as a billable click or lead the moment it’s served, and rolled into automated invoicing — no manual reconciliation. The same engine powers a live refi rate-gap and break-even tool, showing users the actual dollar case for an offer instead of a generic ad.

Why it matters
  • Pricing and billing compute in the same request path as the match
  • Break-even and rate-gap economics make every embedded offer a real financial case
  • The full loop is proven live, from an incoming signal to an invoiced dollar
Real-Time Pricing Engine & Billing

Who it’s for

Who it’s for

People actively looking for ways to stretch every dollar and validate financial decisions before committing.

Young professionalsAges 25–38, first mortgage or auto purchase within 24 months.
Growing familiesAges 30–48, juggling mortgage, auto and student debt at once.
Observant householdsMuslim and Jewish Americans across all incomes, unserved by mainstream planning apps.
Pre-retirees & high-net-worthAges 50–65, optimizing tax strategy against a real retirement deadline.

Architecture

Under the hood

How Mira is built

Deterministic and API-first — every financial calculation is a pure function, testable and reproducible, never a model call.

01PresentationInstallable web app plus a native iOS shell
Web / PWA ClientInstallable and offline-capable
Native iOS ShellHaptics and status-bar, one shared codebase
Push & NotificationsWeb Push and APNs, rule-driven nudges
02OrchestrationAuth, sessions, scheduling
Auth & Session APIargon2id, WebAuthn (Face ID), Google OAuth
Notification SchedulerBounded-concurrency cron with a rule registry
Request OrchestrationValidated writes end to end
03Decision & IntelligenceFive deterministic engines, zero model calls
Joint UnderwritingCross-product DTI cascade, real 2026 rules
Wealth & RetirementNet-worth simulation to 90, Social Security
Tax StrategyReal IRS mechanics, exact savings
Faith & ZakatHalal/kosher programs, sourced rulings
Plan OrchestrationCross-engine goal funding, live recompute
04Data & AuditDurable, no client-side state
PostgresDB-backed sessions and rate limits
Structured LoggingError-boundary alerting on every route
05IntegrationConsent-based by design
MiraLG.aiConsent-based signal forwarding, real-time scored offers
Google OAuthReal SSO
Push ServicesWeb Push and APNs

How MiraLG.ai is built

Event-driven and multi-tenant — every signal is scored and priced in the request path, isolated per client from day one.

01PresentationOperator tools, embedded in Mira’s trusted UI
Campaign StudioPlain-language targeting with AI rationale
Embedded PlacementsOffers rendered inside Mira — never a redirect
GTM / Admin ConsoleClient onboarding, team and workflow management
02OrchestrationMulti-tenant RBAC and SSO
Multi-Tenant AuthRBAC and SSO for client organizations
Workflow & Queue ManagerCampaign approvals and lead routing
Tenancy IsolationRow-level isolation, audit logging on every access
03Decision & IntelligenceIngest to price, one closed loop
Feature DerivationStructures every incoming signal
Matching & ScoringLive campaign targeting, in real time
AI LayerNatural-language campaigns, match reasoning, lookalikes
Pricing & BillingBid/budget rules and automated invoicing
04Data & AuditShared Postgres, isolated per tenant
Tenant-Isolated PostgresRow-level isolation harness
Audit Log & Billing LedgerEvery access tracked; billable clicks reconciled
05IntegrationConfigurable per client
Mira Signal ForwarderConsent-based; faith and zakat data excluded by design
LLM ProvidersConfigurable per client — Anthropic, OpenAI, Gemini and more
Billing & InvoicingAutomated reconciliation, no manual settlement

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