Deterministic Estate & Tax Engine + AI Interpretation
Institutional-grade estate & tax analysis. Delivered in 48 hours.
Deterministic calculations. Multi-discipline analysis. Client-ready deliverables. Socrates Crayon is the planning system that replaces hours of analysis with verified, cited, presentation-quality output — and tells you what it doesn't know.
28 findings from a $26.9M estate. $7.2M in value at risk. 4 deliverables — from 2-page executive summary to 74-page audit trail.
A Planning Team Costs $500K–$1M a Year. Most Advisors Have No Access.
Advanced planning is the highest-value conversation an advisor can have. But the talent required to deliver it is scarce, expensive, and turns away three out of four cases.
The Talent Bottleneck
A VP-level estate planning attorney or CPA commands $170K–$240K in base salary alone at major firms. A fully staffed planning team — attorney, CPA, and support — runs $500K to $1M annually in loaded compensation and overhead.
Raw AI Is a Liability
Advisors are using ChatGPT for planning ideas. It cites statutes that don't exist, miscalculates estate tax exposure, and sends client documents to a third-party server. That's not advanced planning — it's an E&O claim waiting to happen.
Plans Go Unreviewed
Clients' estate plans sit in drawers. Law changes. Family circumstances change. Assets shift. Without someone reviewing, value erodes silently.
$500K+
Annual cost of a dedicated advanced planning team — a CPA, JD, and support staff. Most firms can't justify it.
<1 in 4
advisor firms use any estate planning solution at all. The rest refer out, lose control of the process, or skip it entirely. (Kitces 2024 AdvisorTech Study)
Referred Out
The advisor can't justify the team's cost. The team doesn't have capacity. The client's net worth doesn't meet the threshold. So the case gets half the attention it deserves — or the client walks to a competitor who has the resources. (Based on our experience leading planning teams at three national firms)
Why This Is Different
Not a Tool. A System.
Most "AI planning tools" are LLM wrappers — they send your client data to a third-party model and hope the output is right. Socrates Crayon is a deterministic estate and tax engine with AI interpretation layered on top. The difference matters.
Capability
Socrates Crayon
ChatGPT / Copilots
Holistiplan / eMoney
Hiring Analysts
Deterministic tax engine (all 50 states)
Yes
No
Tax only
Yes
Cross-domain analysis (13 disciplines)
Yes
No
No
If staffed
Auditable chain of custody
Yes
No
No
Manual
Client-ready deliverables
4 tiers
Raw text
Partial
Yes
Confidence scoring / unknowns disclosed
Yes
No
No
Varies
Client data stays in closed system
Yes
No
Yes
Yes
Turnaround time
48 hours
Minutes*
N/A
2-4 weeks
Annual cost
Per-case
~$20/mo
$1-5K/yr
$500K+
*ChatGPT is fast but produces unverified output with no audit trail, no deterministic calculations, and known citation hallucination.
Why Now
This Is Where the Industry Is Heading. The Question Is Whether You Lead or Follow.
Liability Is Shifting
When a tool exists that can identify $7.2M in value at risk with full citations and an audit trail — and you chose not to use it — what does the post-loss conversation look like? What does the E&O claim look like? The standard of care is moving.
Incumbents Are Adding Shallow AI
eMoney, Orion, and Holistiplan are adding LLM summaries and basic automation. Within 18 months, "we use AI" won't differentiate anyone. The question is whether your AI can survive an audit — or just summarize a PDF.
First Movers Own Relationships
The advisor who shows up with a 28-finding analysis and $7.2M in identified value at risk wins the relationship. The advisor who shows up with a ChatGPT printout doesn't. Early adopters get the clients. Everyone else gets the leftovers.
How the Analysis Works
Specialists Review the Documents. A Separate Engine Runs the Numbers. Neither Does the Other's Job.
This is not a chatbot. Socrates Crayon runs a multi-discipline review across 13 planning domains, with independent calculation verification at every stage.
13-Domain Planning Review
One specialist looks at trusts. Another looks only at tax. A third at business succession, a fourth at insurance. Thirteen disciplines, working the same case simultaneously. When they compare notes, they catch what any single-domain review misses.
Under the hood: 13 specialized AI agents, each trained on a single planning domain. Cross-domain correlation identifies issues that single-agent tools miss.
Verified Tax Projections
Projects federal income tax, estate tax, and state income and estate tax exposure across all 50 U.S. states. Every calculation is tested against 225 known-correct benchmark answers before the report generates. If any number doesn't match, the report does not run. The AI interprets language. A separate calculation engine handles every dollar.
Under the hood: deterministic projection engine with 225 regression assertions across all 50 state + federal tax codes. Zero AI involvement in numerical outputs.
Full Audit Trail
Every document is fingerprinted when it enters the system. Every processing step is recorded. If anything is altered between input and output — even a single character — the analysis stops. The result is a verified chain of custody your compliance team can audit: what went in, what happened, what came out.
Under the hood: cryptographic attestation chain with hash verification at every pipeline stage. Tamper-proof, independently verifiable.
Cited Findings
Nothing vague. If there's a problem with your client's trust, the report tells you which law applies, which page of which document the issue was found on, and how confident the analysis is. You can verify every claim yourself in minutes.
Honest About Unknowns
Most AI tools give you confident-sounding answers whether they're right or not. This one says "I found this, but I'm not sure — here's why." 47% of findings in our benchmark case were flagged as needing more information. That honesty is the difference between a tool you can trust and one that gets you in trouble.
Privacy-First
Your clients' documents never get sent to OpenAI, Google, or anyone else. The analysis happens in a closed system. Nobody trains an AI model on your client data. Ever. Enterprise-grade data isolation.
Validated Case Study
The Wexler Estate
$26.9M blended family estate. Connecticut. FLP, LLC, two trusts. One question: will the kids from the first marriage be protected?
Children from the first marriage were exposed under current trust provisions. The FLP structure had tax inefficiencies that could be restructured. Insurance gaps totaled millions in potential exposure. And $42,000 in annual recurring savings were hiding in plain sight.
The system also flagged 47% of its findings as low confidence — because honest analysis tells you what it doesn't know, not just what it does.
Socrates Crayon analyzes across all four levels simultaneously — cross-domain analysis that single-domain tools miss.
What the Report Looks Like
What Each Deliverable Looks Like
Executive Summary — 2 Pages
Wexler Estate — At a Glance
Total Estate Value$26,900,000
Value at Risk$7,200,000
Annual Savings$42,000
Urgent Actions3
URGENT: IRA beneficiary designation conflicts with trust — $1.85M exposure
Read in the car. Know what to say in the meeting.
Client Presentation
What We Found — Your Family
YOUR ESTATE
$26.9M
We identified 3 areas where your plan may not be doing what you intended. Here's what we recommend discussing with your attorney.
Your children from your first marriage
The current trust language may not protect them the way you intend.
Clean. Visual. No jargon. Not a PowerPoint.
Advisor Report — 12 Pages
Finding #7: Beneficiary Designation Conflict
IRA beneficiary designation names first wife as primary. Trust instrument directs assets to children from second marriage. Creates conflict at distribution.
Every finding. Every statute. Every confidence score. Every source document reference. The complete verified chain of custody.
Why 74 Pages?
If this case goes to arbitration, this is the document that proves you told the client they had $5M at risk — and what you recommended.
For compliance review and E&O protection.
What You Actually Get
Four Deliverables. Each One Built for Who Reads It.
Our founder thinks Socrates would drink the hemlock again rather than sit through another PowerPoint. So we built deliverables that respect everyone's time — from the advisor who has 2 minutes to the compliance officer who needs 74 pages.
Executive Summary — 2 pages
What you read in the car before the meeting. Total value at risk. Top 3 urgent findings. Dollar amounts. Action items. You know what to talk about in 2 minutes.
FOR: The advisor
Client Presentation — visual
What you show the client. Clean. Visual. No jargon. "Here's what we found, here's what it means for your family, here's what we recommend." Not a deck — a conversation tool designed because our founder couldn't read slides anymore.
FOR: The client meeting
Advisor Report — 12 pages
The detail behind the summary. Every urgent finding with statute citations, document references, confidence scores, and recommended next steps. What you review before the meeting and reference during follow-up.
FOR: The advisor + attorney
Full Documentation — 74 pages
The one nobody reads — until they need it. Every finding, every citation, every confidence score, every source reference. The complete audit trail. If this case ever goes to arbitration, this is the document that proves you did the work and told the client they had $5M at risk.
FOR: Compliance + E&O protection
Built For
Two Audiences. One Platform.
Financial Advisors
"Your best prospect is someone else's best client."
Advanced planning is the highest-value conversation you can have. Socrates Crayon lets you deliver it without hiring a dedicated team.
Review prospect documents privately before the first meeting
Identify specific concerns the current advisor is missing
Present institutional-quality findings to win the relationship
Scan your existing book to find what needs updating — before a competitor does it for you
Estate Planning Attorneys
"When did you last review all 200 clients against current law?"
Every outdated plan is a billable engagement. Socrates Crayon flags what needs updating so you can focus on advising.
AI identifies issues across trust, tax, and business succession
Full audit trail satisfies compliance and documentation requirements
74-page reports with specific statute citations
Confidence scoring shows where to dig deeper
How We Work With You
We Do the Work. You Get the Result.
This is not self-serve software you log into and figure out. You send us documents. We run the analysis, verify the output, and deliver presentation-ready deliverables. You present to the client.
Executive summary, client presentation, advisor report, full documentation. In 48 hours.
4
You Present to Client
Walk into the meeting with institutional-quality findings. Your name. Your relationship. Our analysis.
The economic argument: A planning team handles ~100 cases/year at $500K+ cost = $5,000/case minimum. Socrates Crayon delivers the same depth of analysis at a fraction of that cost, with 48-hour turnaround instead of 2-4 weeks.
Getting Started
Send Us One Case. Free.
We'll analyze it within 48 hours and walk you through the findings. No commitment. No credit card. Just results.
1
Book a 45-Minute Demo
See the Wexler case study live. Ask questions. Understand what the platform produces and how the architecture protects your clients' data.
2
Send One Anonymized Case
Pick a client. Redact names. Send us the documents. We'll run the full analysis pipeline — on us.
3
Review the Findings Together
We walk through the complete report. Every finding. Every citation. Every confidence score. You decide if this changes your practice.
4
Join as a Founding Firm
Founding firms shape the product. You tell us what your practice needs. We build it. Early access members get priority onboarding and direct input.
Questions You're Already Asking
We've Heard Them All.
"My broker-dealer won't let me use AI."
↓
This isn't ChatGPT. Socrates Crayon has a full audit trail — every document that goes in, every step of the analysis, and every output is verified and logged. Client data never leaves the closed system. Nothing is sent to OpenAI, Google, or any third party. Your data is never used to train any model. We built this specifically to withstand a compliance review. We're happy to walk your compliance officer through how it works before you commit. See our compliance page →
"I don't trust AI with estate planning."
↓
Good. Neither do we. That's why AI never touches numbers — a separate calculation engine models every dollar amount and tests it against 225 known-correct benchmark answers before the report generates. If any calculation doesn't match, the report doesn't run. The AI handles interpretation and language. Code handles numbers. And 47% of findings in our benchmark case were flagged as low confidence, because the system tells you what it doesn't know. You should be skeptical of any tool that doesn't.
"What if it's wrong?"
↓
Every finding includes the specific statute citation, the exact page and paragraph in the source document, and a confidence score. You can verify every claim in minutes. If the system isn't confident, it tells you — and tells you why. This isn't a black box. It's a research assistant that shows its work.
"My clients' data is sensitive. Where does it go?"
↓
Nowhere. Client documents are processed in a closed pipeline. No data is sent to OpenAI, Google, or any third-party API. No documents are used to train any model. The attestation chain creates a tamper-proof audit trail showing exactly what happened to every file. Your clients' data is treated the way you'd treat it in your own office.
"Will this replace me?"
↓
No. Socrates Crayon replaces the research and analysis phase — the part where someone reads 200 pages of documents and flags issues. You still interpret the findings, advise the client, and make strategic recommendations. The tool makes you faster and more thorough. It doesn't make you unnecessary. Think of it as hiring a tireless associate who reads everything overnight and has the report on your desk by morning.
"I already have a planning team."
↓
How many cases does your team actually complete? From our experience running planning teams at three national firms, most teams are structurally under-resourced — they can only serve a fraction of the advisors who refer cases. Socrates Crayon handles the overflow — the cases that don't meet your team's threshold but still represent real planning opportunities. It also gives your team a second set of eyes on complex cases, catching cross-domain issues that a single specialist might miss.
"How much does it cost?"
↓
We're working with founding firms to finalize pricing. What we can tell you: it's a fraction of what a planning team costs, and the first case analysis is free. Book a demo and send us one anonymized case. We'll run the full analysis at no charge so you can see exactly what the output looks like before any conversation about pricing.
"Over and over again courts have said that there is nothing sinister in so arranging one's affairs as to keep taxes as low as possible. Everybody does so, rich or poor; and all do right, for nobody owes any public duty to pay more than the law demands."
The tax code is 77,000 pages. Now every advisor can read it.
The ancient Greeks gave us Socrates and the idea that wisdom shouldn't be locked behind wealth. The tax code shouldn't be either. Socrates Crayon democratizes 77,000 pages of federal tax law so that every advisor — not just the ones who can afford a $500K team — can deliver the planning their clients deserve.
Founding Firms
We're Accepting 20 Firms. See What It Produces.
45-minute demo. One free case analysis. No commitment. If it doesn't change how you think about planning, you've lost nothing but 45 minutes.
Currently onboarding firms in Tennessee, Kentucky, and the Southeast.
Built by a former advanced planning team leader who wanted every advisor to have access to what only the biggest firms could afford.
Sample Input: The Hargrove Estate
These are the documents an advisor would submit for analysis. The system accepts PDFs, Word documents, and spreadsheets.
Hargrove Family Revocable Trust (2018)
Established by Richard and Catherine Hargrove. Blended family — Richard has two children from prior marriage (Emily, 34; James, 31). Catherine has one child (Michael, 28). Joint assets held in revocable trust with A/B provisions. Last amended 2018.
PDF • 47 pages • Drafted by Morrison & Associates, Hartford CT
Hargrove Family Limited Partnership Agreement
FLP holding commercial real estate and private equity interests. Richard = 98% limited partner, Catherine = 1% limited partner, Hargrove Holdings LLC = 1% general partner. Annual gifting of limited partnership interests to children suspended since 2019.
PDF • 31 pages • Effective 2015
Consolidated Financial Statement
Net worth: $26.9M. Includes: primary residence ($2.1M), vacation property ($890K), FLP interests ($8.4M), IRA accounts ($3.2M), life insurance ($5M ILIT), investment portfolio ($4.8M), business interests ($2.5M).
XLSX • 12 tabs • Prepared by Whitfield CPAs
Life Insurance Trust (ILIT) — 2016
$5M survivorship policy. Crummey power notices. Trust document names first wife as contingent beneficiary — not updated after remarriage.
PDF • 22 pages
IRA Beneficiary Designation Forms
Traditional IRA ($2.1M) and Roth IRA ($1.1M). Primary beneficiary on traditional IRA: "Patricia Hargrove" (first wife, divorced 2014). Not updated.
PDF • 4 pages • Custodian: Fidelity
All names, facts, and figures are entirely fictitious. Any resemblance to actual persons, living or deceased, or actual estates is purely coincidental. This sample is for demonstration purposes only.
What Happens Inside
When Crates receives the Hargrove file, 13 planning disciplines review the documents simultaneously.
Step 1: Document Intake & Anonymization
All personally identifiable information is stripped before analysis begins. Documents are fingerprinted and logged. The original files are stored in an encrypted, isolated environment — they never leave the closed system.
Step 2: Multi-Discipline Review
13 specialists work the case simultaneously. The trust specialist reads the trust. The tax specialist reads the financial statements. The insurance specialist reads the ILIT. The business succession specialist reads the FLP. When they compare notes, they catch what any single reviewer would miss — like the IRA beneficiary naming the first wife while the trust directs assets to the second wife's children.
Step 3: Independent Calculation Verification
Every dollar amount — estate tax projections, exemption utilization, discount modeling — is calculated by a separate engine that never uses AI. It tests its own math against 225 known-correct benchmark answers. If any number doesn't pass, the report doesn't generate.
Step 4: Confidence Scoring
Every finding gets a confidence score: HIGH (the evidence is clear), MEDIUM (likely but needs verification), or LOW (the system found something but doesn't have enough data to be certain). Low-confidence findings include a specific explanation of what additional information would increase certainty.
Step 5: Audit Trail Sealed
The complete chain of custody is sealed: what documents went in, what each discipline found, what the calculation engine produced, and what confidence scores were assigned. This audit trail is independently verifiable and available for compliance review.
Process description is illustrative. Actual analysis pipeline may vary based on document type and complexity.
Sample Output: The Hargrove Estate
Four deliverables, each built for who reads it.
1. Executive Summary (2 pages)
Total Estate Value: $26,900,000 Value at Risk: $7,200,000 Annual Savings Identified: $42,000 Findings: 28 (15 high confidence, 5 medium, 8 low)
URGENT: IRA beneficiary designation names first wife as primary beneficiary of $2.1M traditional IRA. Trust instrument directs these assets to children from second marriage. This creates a conflict at distribution that could cost the family $1,850,000.
This is what you read in the car before the meeting.
2. Client Presentation (visual)
"Richard, Catherine — we reviewed your estate documents and found three areas where your current plan may not be doing what you intended. Let me walk you through what we found and what we recommend."
Clean visuals. Plain language. No jargon. Each finding presented as: what we found, what it means for your family, what we recommend. Designed to be walked through in a 30-minute meeting.
This is what you show the client. Not a PowerPoint.
3. Advisor Report (12 pages)
Finding #7: Beneficiary Designation Conflict Value at Risk: $1,850,000 Confidence: HIGH Source: Trust Agreement p.14, §4.2(b) | IRA Beneficiary Form p.1 Statute: IRC §401(a)(9) Action: Update IRA beneficiary designation to align with trust provisions. Coordinate with estate attorney and IRA custodian.
The detail behind the summary. Review before the meeting, reference during follow-up.
4. Full Documentation (74 pages)
All 28 findings with complete statute citations, document page references, confidence explanations, calculation methodology, and the sealed audit trail. Every step of the analysis documented and verifiable.
Nobody reads this — until the client calls three years later and asks why nobody told them about the FLP discount opportunity. Then it's the document that proves you did.
For compliance files, E&O protection, and arbitration defense.
All names, facts, and figures are entirely fictitious. Any resemblance to actual persons, living or deceased, or actual estates is purely coincidental. This sample is for demonstration purposes only.
