by Singulariti
Confidential Partnership Overview
$67B
Unclaimed VA benefits annually
9M+
Veterans with disability claims
50B+
Pages of unread medical evidence
60%
Initial claim rejection rate
The VA claims system is overwhelmed. Raters have minutes per case to review thousands of pages. Historical records from the 1970s-1990s are predominantly handwritten and effectively inaccessible to digital analysis. Evidence gets missed. Errors go uncorrected. Benefits go unpaid — sometimes for decades. There is no commercially available system that reads handwritten medical notes, verifies AI-generated citations against case law, or applies the regulation that was in effect at the time of the original decision.
Singulariti is the first AI platform purpose-built for VA claims adjudication. It reads every page of a C-file — including handwritten notes — runs it through a 10-stage detection pipeline with 4 specialized AI agents, and produces a forensic intelligence report with verified citations, financial projections, and actionable legal arguments.
95% accuracy on 1970s-1990s handwritten medical notes. $0.10/page vs $7.50 manual. Patent pending (SIN-005).
Caveat (5-PhD prosecutor), Seven (medical cartographer), HLR (appellate strategist), Blue (voice companion). Each specialized, not general-purpose.
Citation verification against known-good database. Zero hallucinated case law passes through. The AI can't make up a court decision.
Applies the regulation in effect at the time of the decision, not today's law. Critical for CUE detection on decades-old decisions.
CFileFlattener → ML Classifier → CUE Orchestrator → DTA Scanner → EED Analyzer → SMC Engine → Caveat → Seven → Core Value Engine → Approval Gate.
PDF-exportable forensic report with severity ratings, CFR citations, case law references, and retroactive compensation projections. Litigation-ready.
No existing solution combines handwriting recognition, citation verification, temporal law grounding, and multi-agent forensic analysis.
| Capability | Singulariti | VA.gov | VSO Tools | Generic AI |
|---|---|---|---|---|
| Read handwritten notes (1970s-90s) | ✓ | — | — | — |
| Verify citations against case law DB | ✓ | — | — | — |
| Temporal law grounding (date-specific) | ✓ | — | — | — |
| CUE detection with CFR citations | ✓ | — | — | — |
| Multi-agent specialized analysis | ✓ | — | — | — |
| SMC tier optimization + lifetime value | ✓ | — | — | — |
| 75-layer anti-hallucination MOAT | ✓ | — | — | — |
| Retroactive compensation calculator | ✓ | ✓ | ✓ | — |
| PDF forensic report generation | ✓ | — | — | — |
| VA combined rating calculator | ✓ | ✓ | ✓ | ~ |
7 of 10 capabilities are exclusive to Singulariti. No competitor has handwriting recognition, citation verification, or temporal law grounding.
Filed: January 9, 2025
5 core AI technologies: Temporal Claims Optimizer (quantum annealing), Neural Precedent Synthesizer (Graph Neural Networks), Probabilistic Outcome Engine (Monte Carlo), Cognitive Bias Detector (NLP), Regulatory Timeline Predictor. Complete system architecture including web, mobile, desktop, and backend microservices.
Filed: 2025
FactMap extraction with granular provenance (document ID, page, bounding box). Immutable Event Ledger with cryptographic hash chaining. Versioned deterministic Rules Engine with Policy Replay. Hallucination Gate with provenance thresholds. Human-in-the-Loop interrupt protocol.
Filed: December 29, 2025
TrOCR fine-tuning pipeline for medical handwriting. Medical Entity Recognition (Clinical BERT NER). Context-aware abbreviation resolver (10,000+ medical abbreviations). Temporal information extraction. Service connection nexus language detection. 95% accuracy at $0.10/page. Patent strength rated 9.5/10.
IP Valuation Estimate
13-patent portfolio covering CUE detection, multi-agent architecture, temporal forensics, quantum optimization, TrOCR handwriting recognition, adversarial prosecution, behavioral profiling, citation verification, crisis detection, and cryptographic approval. Estimated at $2.5M - $5.0M current value. Using the Google/Motorola benchmark ($735K/patent), the portfolio values at $9.6M. SIN-005 (TrOCR) alone unlocks a $50B+ market of unread handwritten records.
TAM
$12.4B
Total addressable market
5.2M veterans + 45K VSOs + 8.5K attorneys
SAM
$850M
Serviceable addressable
Veterans + advocates actively pursuing claims
SOM
$85M
Year 3 target
87K customers at blended ARPU
Veteran
Free
1 scan/month, basic calculator, education center
Target: 100K+ users
Revenue: Funnel
Pro Veteran
$29/mo
Unlimited scans, all agents, retro calculator, nexus generator
Target: 10K users
Revenue: $3.5M ARR
Accredited Agent
$149/mo
Multi-veteran management, VBMS integration, bulk pipeline, API access
Target: 2K users
Revenue: $3.6M ARR
| Year | Users | ARR | Scans/Day | Valuation |
|---|---|---|---|---|
| Year 1 (2026) | 12,500 | $10.5M | 2,500 | $50M-$75M |
| Year 2 (2027) | 42,000 | $31.2M | 10,000 | $150M-$300M |
| Year 3 (2028) | 87,000 | $67.8M | 25,000 | $350M-$700M |
| Year 5 (2030) | 234,000 | $247M | 50,000 | $1.2B-$2.4B |
Singulariti does not charge contingency fees on veteran backpay or retroactive compensation. We do not take a percentage of what the veteran is owed. We charge a flat, transparent subscription fee for access to the platform — period.
No contingency fees
We will never charge a percentage of a veteran's backpay, retro compensation, or increased rating value. The veteran earned that money through their service — it belongs to them.
No predatory pricing
We comply with all federal and state regulations on veteran claims assistance, including 38 U.S.C. 5904 (fees for agents and attorneys) and state-level UDAP consumer protection laws. We do not charge for services that should be free.
Free tier is real
The free veteran tier is not bait. One C-file scan per month, basic calculator, education center, and 988 crisis access. No credit card required. No trial expiration. Free means free.
Accredited agents only
VBMS integration and case management tools are restricted to VA-accredited agents and attorneys. We do not enable unaccredited third parties to charge veterans for claims work. That's not what this platform is for.
Phased revenue share that transitions to earned equity based on measurable contribution. This isn't a handout — it's earned through results. The structure rewards sustained engagement and real impact on veteran outcomes.
Phase 1 — Months 1-6
Revenue Share
Percentage of revenue from referred/supported cases. Immediate value, no equity commitment.
Phase 2 — Months 6-18
Earned Equity
Equity vests based on milestones — user growth, case volume, content contribution, platform improvement.
Phase 3 — Month 18+
Full Partnership
Defined role, board participation, shared decision-making on product direction and market strategy.
Equity cap: 30% maximum. Specific terms to be discussed in person.
Each partner gets their own AI voice assistant — trained on their content, speaking in their voice, answering the questions they don't have time to answer. Not a chatbot. A digital extension of you.
Rater HQ's AI extension. Trained on 263 videos. Knows every M21 reference, every DBQ walkthrough, every rater insight. Answers the 800 unread emails. Speaks in your voice. Follows the M21.
CivDiv's AI extension. PSYOP/IO approach — cuts through the noise, gives the signal. Tactical strategy, evidence-first guidance, zero tolerance for fear-mongering. Disrupt.
“800 unread emails. 2,000 unanswered questions per livestream. Shadow and Cipher answer them all — in your voice, 24/7.”
50:1
LTV:CAC
Best-in-class SaaS: 3:1
92-96%
Gross Margin
SaaS median: 72%
135%
Net Revenue Retention
Top-tier: 120%+
3 months
Payback Period
SaaS median: 15 months
$50M
Pre-Money
Series A target
$75M
Post-Money
With $15-25M raise
24x
Projected ROI
85% IRR over 5 years
Strategic Acquisition (Year 4-5)
$300M - $1.2B
DAV/VFW ($300-500M), Legal Tech ($400-700M), Gov Contractors like Booz Allen ($600M-1.2B)
IPO (Year 6-7)
$2B - $4B
Comparable: Palantir $25B, ServiceNow $100B. At $247M ARR with 92% margins and 135% NRR, 10-15x revenue multiple.
We're not looking for capital. We're looking for the right partner — someone who knows the M21 inside and out, who has the trust of the veteran community, and who wants to put this technology into the hands of every veteran who got less than they earned. The technology is built. The patents are filed. The platform is running. What's missing is the voice that makes veterans trust it.
“To care for him who shall have borne the battle, and for his widow, and his orphan.”
Contact: the Founder · admin@singulariti.ai
Confidential — © 2025-2026 Makaivelli LLC — 41 U.S. Patents Pending (SIN-001 through SIN-041)
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