EU AI Act Ready

AI that writes
AI protocols

COIL is a protocol language for agent orchestration: algorithm, cognition, and delegation in one script.

Download Paper{View Patterns}
3-in-1
Algorithm + Cognition + Delegation
10x
Faster Compliance
25+
Language Dialects
// ARCHITECTURE

Symbiotic Assembly

Separation of operational execution and evolutionary optimization allows the system to safely rewrite its own behavioral algorithms.

COIL Topology v2.0
EVO-CIRCUITSelf-optimization layer
Evaluator
Validates mutations via retro-tests
Mutator
Rewrites Ops-Circuit code
LOGS + OPTIMIZATION
OPS-CIRCUITExecution layer
Master Protocol
Dispatches tasks to delegates
Delegate:
Compliance
Delegate:
Billing
Delegate:
Triage

How It Works

01
Protocol Execution
Ops-Circuit runs hybrid protocols daily: algorithmic routing, cognitive analysis via THINK, and human delegation via SEND.
02
Log Analysis
Evo-Circuit analyzes execution logs and identifies bottlenecks.
03
Mutation Proposal
Mutator proposes protocol improvements based on error patterns.
04
Validation
Evaluator runs retro-tests on Golden Corpus before deployment.

Hybrid Execution

THINK reasons and decides. IF branches deterministically. SEND delegates to humans. Each step is explicit and auditable.

Self-Optimization

Evolutionary circuit rewrites operational code based on error analysis and retro-testing.

Full Auditability

Every step --- algorithmic, cognitive, or delegated --- is logged with a full trace. EU AI Act compliance built-in.

// GLOBAL DEPLOYMENT

Regional Strategies

COIL adapts to local regulations and business contexts through syntactic dialects, enabling domain experts to write protocols in their native language structure.

// EUROPE
Aug 2027EU AI Act full enforcement

Regulation, ESG & Bureaucracy

Europe leads with strict regulations (GDPR, AI Act, CSDDD). Companies fear autonomous «hallucinating» AI. COIL protocols are the only path to auditability, explainability, and control. Adoption gap: 55% of enterprises vs only 17% of SMBs.

$65B
Market Size
+18%
YoY Growth
Compliance
Primary Focus
de-standard, fr-standard
01
ESG Audit (de-standard)

Collect invoices across supply chains. THINK classifies Scope 3 emissions, IF signals CSRD quota exceedance. Every CO2 figure links to source document.

02
GovTech (fr-standard)

Process citizen applications under GDPR Art.22. THINK parses and extracts, IF checks eligibility algorithmically. SEND delegates to human inspector for final decision.

03
Pharmacovigilance

EACH processes thousands of adverse event reports. THINK translates to MedDRA terms. IF routes critical signals to EMA. Zero tolerance for missed safety signals.

AI Adoption Gap (EU 2027)

Enterprise Adoption (55%)
COIL Market Gap (28%)
SMB Adoption (17%)

Massive untapped SMB market where expensive AI agents are blocked by cost and risk, but lightweight COIL protocols fit perfectly.

// NORTH AMERICA

AI Adoption by Sector (US/Canada)

While Tech and Finance are saturated, traditional industries with massive paperwork remain untapped.

$25.7Bannual denial management cost

Scale, OPEX & Bottlenecks

The most mature AI market. Tech & Finance saturated at 79%, but mid-market in traditional industries (42%) needs affordable automation. 86% of claim denials are preventable. Only 5% of CRE companies have adopted AI.

$120B
Market Size
+24%
YoY Growth
Scale
Primary Focus
en-standard
01
Medical Billing & Denial Management

EACH iterates thousands of claims. THINK matches ICD-10 codes with clinical notes. IF blocks invalid submissions. Auto-generates appeals with CMS guideline references.

02
Commercial Real Estate

Lease Abstraction: EACH processes PDF contracts. THINK extracts base rent, Capex, force majeure. WRITE sends structured data to Yardi. Processing time reduced 70-90%.

03
M&A Due Diligence

Scan gigabytes of corporate correspondence. THINK identifies Change of Control clauses, patent risks. Every assertion links to the source paragraph.

// LATIN AMERICA
CAGR 37%AI market growth rate

Mining, AgriTech & Digital Inclusion

A region of physically demanding industries and booming fintech. COIL on es-standard and pt-br-standard brings automation to the level of mines, plantations, and microfinance — where English-only tools fail.

$8B
Market Size
+37%
YoY Growth
Physical
Primary Focus
es-standard, pt-br-standard
01
Mining Safety (Chile, Peru)

IoT sensors on dump trucks. EACH polls telemetry streams. THINK analyzes context. IF instantly triggers emergency protocol. Incident reduction: 22-30%.

02
AgriTech & EUDR Compliance (Brazil)

Export traceability for soy and coffee. THINK + satellite APIs verify coordinates against deforestation zones. WRITE generates EUDR declaration for EU customs.

03
Microfinance Scoring

Alternative scoring for unbanked. Cheap SLM via THINK extracts patterns from SMS/Pix history. IF calculates score algorithmically. Cost: fractions of a cent.

COIL Applicability Index

Multifaceted growth across physical industries and digital finance.

// AFRICA

Leapfrog Use-Cases (Africa)

Telehealth
Fraud Monitor
Agro-Aggregation
Customs AfCFTA

Focus on foundational infrastructure via mobile. Transaction cost is critical — only cheap models with strict COIL control.

$0.024per AI triage session

Mobile-First Economy & Social Impact

The continent that leapfrogged PCs straight to smartphones. AI market ~$4.5B with exponential growth. Protocols must work via SMS/USSD on feature phones. Autonomous cloud agents are useless here.

$4.5B
Market Size
+45%
YoY Growth
Mobile-First
Primary Focus
en-standard, fr-standard (SMS/USSD)
01
SMS Triage (Rwanda, Kenya)

5,000+ daily consultations (Babyl). 3M women covered (Jacaranda). GET SMS → THINK translates to medical terms → IF checks WHO danger signs → WRITE dispatches moto-ambulance.

02
Mobile Money Anti-Fraud

Transaction graph + COIL for semantic analysis of phishing SMS. THINK detects social engineering patterns. IF blocks wallet in milliseconds.

03
Micro-Farmer Aggregation

Farmers send SMS with cocoa yield data. THINK classifies, WRITE routes analytics to cooperatives. Fair export pricing instead of local middlemen.

// UNIVERSAL PATTERNS

Protocol Primitives

COIL provides a minimal set of powerful primitives that combine algorithmic control, cognitive reasoning, and human delegation into auditable workflows.

EACH

Mass Processing

Iterate through massive arrays of unstructured data (PDFs, receipts, logs) without losing context.

EACH $claim FROM $claims
  THINK extract: reason, amount
  IF $amount > $threshold
    WRITE @supervisor
THINK + IF

Strict Routing

THINK reasons and decides. IF branches algorithmically. SEND delegates to humans. Three modes, one protocol.

GET $message
THINK classify: intent, urgency
IF $intent == "refund"
  DELEGATE RefundProtocol
ELSE IF $urgency == "high"
  WRITE @human
WRITE + AWAIT

Human-in-the-Loop

Seamless script pause for authorization from live inspector, doctor, or lawyer. Safety first.

THINK analyze: risk_level
IF $risk_level > 0.8
  WRITE @compliance_officer
  AWAIT $approval
  IF $approval == "denied"
    STOP

Separation of Cognitive Powers

Just as democracy separates legislative, executive, and judicial powers, COIL separates AI capabilities. LLM acts as the legislator (writing protocols), while COIL protocols serve as the executive (deterministic execution).

No hallucinations in executionToken-efficient operationsFull audit trail
LLM (Legislator)
Writes and evolves protocols. Used only for evolutionary bursts.
COIL (Executive)
Orchestrates protocols: algorithmic routing, cognitive steps, and human gates. Every transaction is auditable.
Human (Judicial)
Reviews edge cases and approves mutations. Final authority.
// VISION 2027

The Governed Future

The future of enterprise AI is not omniscient autonomous agents — it is specialized neurosymbolic systems that flawlessly follow algorithms while deeply understanding the semantic context of data.

Europe

Regulatory compliance (EU AI Act, GDPR, CSDDD) as the primary driver. Transparent, auditable protocols for ESG, pharmacovigilance, and municipal governance.

North America

Radical OPEX reduction. Hybrid protocols eliminate bottlenecks in medical billing, real estate, and M&A due diligence, replacing thousands of manual hours with auditable automation.

Latin America

Modernizing heavy industry. Supply chain traceability for EUDR compliance, IoT mining safety, and financial inclusion through micro-scoring.

Africa

Ultra-cheap protocols as a social impact engine. Scaling telehealth triage, protecting mobile money, and aggregating millions of smallholder farmers via SMS/USSD.

Organizations will stop being mere software users. With COIL, they will become self-improving, adaptive organisms capable of safely rewriting their own DNA in real time.

Open StandardsShadow PilotsAcademic Integration
// ROADMAP

Path to 2027

Our journey toward full EU AI Act compliance and enterprise-grade self-optimizing systems.

2026 Q1In Progress

Spec v1.0 & Reference Runtime

Stable language specification with full parser, preparation-level conformance suite, and reference executor.

2026 Q2

Multi-Dialect Support

Launch 25+ syntactic dialects: de-standard, fr-standard, es-standard, pt-br-standard, sw-standard, and more.

2026 Q3

Shadow Audit Mode

Run COIL protocols alongside existing systems. Compare outputs without risk. Enterprise-grade traces and audit logs.

2026 Q4

Evo-Circuit Beta

Self-optimizing protocols with Golden Corpus regression gates and bounded model checking.

2027 Q2

EU AI Act Compliance Toolkit

Automated conformity assessments for high-risk AI systems. Art.12 logging, Art.14 human oversight built-in.

2027 Q4

COIL Hub & Evo-Circuit GA

Protocol marketplace with verified assemblies. Full self-optimization in production with canary deployments.

Ready to build governed AI?

Join the waitlist for early access to COIL 2027. Be among the first to build self-improving enterprise systems.

Join WaitlistView on GitHub

By joining the waitlist, you agree to our Privacy Policy. Your data is processed by Tally.so.