A pathway to superintelligence through extraordinary productivity
Projects
Denial Appeal Drafter
HCC Coding Assistant
Eligibility & Benefits Checker
Discharge Summary Drafter
Prior Auth Generator
Let's build
Build a prior auth generator: take a referral, look up the payer's medical polic…
Compound your institutional advantage
[01] Intelligence
Compound Proprietary Intelligence
Every interaction deepens your institutional edge. Conviction learns from your best people and compounds that knowledge into AI systems that get measurably better over time — creating a moat no generic model can replicate.
VLA-HC-Admin v3.2
Vision-Language-Action · 7.8B
Latency
1.2s
Fine-tuned
142K cases
Domain
HC-Admin
Live metrics
14,283
cases processed
97.3%
agreement
Prior Authorization — Lumbar MRI
Form + Clinical Notes
Training cycles
62% → 95.1% across 14 cycles
Latest correction
Senior partner corrected causality assessment
Deployment
[02] Agents
Specialize Agent Workforces
Deploy purpose-built AI agent teams, each fine-tuned on your institutional knowledge and optimized for specific workflows — from deal sourcing to compliance review.
Workforce · Harmon Health RCM
47 specialists · self-iterating · Lumen-driven
Cycles in flight
14
across the workforce
Cycles this month
1,847
diagnose → deploy → observe
Avg reward delta
+4.8%
per closed cycle
inpatient-coding-v3
High-complexity DRG coding
◐ suite
denial-recovery
Six-figure appeal drafting
◐ draft
prior-auth-imaging
High-cost pre-certification
─ idle
underpayment-detect
Payer contract reconciliation
─ idle
doc-revenue
Documentation gap recovery
◐ diagnose
payer-routing
Claim submission optimization
─ idle
Live triggers · 24h
[03] Expertise
Constellation of Experts
A shared workspace where your best people and specialized AI work side-by-side on the same context. Every practitioner correction trains the system — compounding institutional knowledge into agents that get measurably better with every task.
Advanced Imaging Prior Auth
This week
1,247
prior auths
First-pass
94%
approved on submit
Scheduled
$4.8M
imaging revenue
47 in flight · 3 peer-to-peer due today · 12 awaiting payer
PA team
Sarah K
PA lead
M. Lewis
J. Park
Radiologists · P2P pool
Dr. Ortiz
neuro
Dr. Cho
MSK
Dr. Rivera
oncology
Focus
PA-2841 · MRI lumbar · UHC · 2h SLAPayer-policy library compounds · 47 plans · 12k policies · permanent across the workforce
[04] Knowledge
Expert Knowledge Bases
Every industry runs on fragmented authoritative sources — statutes, regulations, case law, clinical codes, administrative guidance. Conviction structures them into a single versioned, permissioned layer your agents query at runtime, always attributed to the source.
Connected sources · 6 active
IRC §
ERISA
ICD-10
ASC 842
NIST 800-53
CPT Codes
FMLA eligibility for part-time employee, 1,100 hours
Attribution
Versioned, permissioned, always cited.
Never a hallucination.
Coverage
2.4M
provisions indexed
Freshness
Last update: 4m ago
[05] Privacy
Privacy-First Collaboration
Coordinate across teams and counterparties without exposing what you shouldn't. Your internal data stays physically isolated while agents negotiate, transact, and collaborate on your behalf — with network effects that compound every relationship over time.
Private VPC · Isolated
TEE
Zero-read
Private VPC · Isolated
Exchanges
2,847
encrypted end-to-end
Isolation
Platform routes but never reads.
Cryptographic guarantee.
Audit trail
Immutable history
[06] Autopilot
Agentic Service Firms
Conviction operates autopilot service firms across accounting, tax, compliance, HR/payroll, insurance, IT managed services, government procurement, supply chain, and research — delivering outcomes, not headcount.
Tasks Delivered
12,847
and counting
Mode
Services → Software-margin
Outcomes, not tools
Accounting
$50–80B
Compliance
$15–20B
Government Procurement
$665B
HR / Benefits / Payroll
$45–55B
Insurance Services
$140–200B
IT Managed Services
$30–40B
Research & Analytics
$10–15B
Supply Chain Procurement
$15T
Tax Advisory
$30–35B
Accounting
Monthly close through audit-ready packages
Verticals
9
industries covered
Across every sector
Superintelligence for every industry
Open Co-Improvement
Exceed the limits with frontier institutional intelligence
Today · same writer
narratives reviewed
8 min review
vs 2.5 hrs to write
95% fasterSAE-0841
Onset day 3, causality probable, ICH E2A elements present
SAE-0842
Temporal sequence unclear — onset date ambiguous
SAE-0843
Complete narrative, MedDRA coded, regulatory sections met
Leverage
Scale Human Expertise
Build AI systems that increase the collective knowledge of the institution at every step.
Site 14 · Enrollment Monitor
7 weeks earlier detection
Problem contained before it compounds
AI Detection
W3
Alert firedTraditional
W10
Too lateSaved
7 wks
Knowledge
Accelerate Outcome Learning
Accelerate discovering new paradigm shifts with fast experiments.
Month 1 · edit rate
of AI drafts need edits
AI learns from every correction your team makes. 52% → 8% in 6 months.
Growth
Enable Compound Growth
Build product capabilities that improve exponentially, not linearly.
AI reads 100% of reports. CRAs read 3%.
Nothing falls through the cracks.
Value
Innovate Product Discovery
Humans & AI jointly identify promising product directions and bottlenecks.
Validated against your experts
Running validation against expert ground truth...
Safety
Data-Driven Success
Create dataset and evaluation frameworks to measure AI progress.
Amplify Economics
Deploy compounding advantages with expert alignment
Output quality
expert agreement score
14,231
decisions logged
3,847
improvements learned
Live activity
SAE narrative 2847: onset day 3, causality probable
ApprovedSite 23 report: missing context added by expert
Learned ✓CAPA document: root cause analysis approved
ApprovedClinical summary: MedDRA preferred term corrected
Learned ✓Context
Every Data Point
Orchestrate and act on your data, at scale with all important context in the same source of truth.
847
in queue
1,293
done today
Running now
0 additional FTEs needed
48/hrScale from 10 to 10,000 tasks instantly
Agents
Scale Your Workforce
Transform how work gets done with digital workers that scale effortlessly to drive outcomes and push productivity.
Multimodal
Access Frontier AI
Deploy fine-tuned frontier models with canary rollouts, LoRA adapters, and real-time vLLM inference.
Private VPC deployment
Models never leave your infrastructure
Zero data retention
No upstream telemetry or model training
Full audit trail
Every call, judgment, and training run logged
Secure
Enterprise-Grade Privacy
Your data is always yours. Private fine-tuning stays in your VPC — we never train on your data.
Integrations
Connect Any Source
Get insights to your organization's knowledge with easy integrations to give you access to all the data you need.