Intelligence Credits — Complete Reference

Pay for Outcomes,
Not Platform Access

Your monthly plan covers everyday governance work. Intelligence Credits cover the high-value AI outcomes that would otherwise take consultants weeks to produce. 1 Credit = $1.00 at the base rate. You always see the cost before a job starts.

The Credit Lifecycle

Three Steps. Zero Surprises.

01 Estimate

See the cost before you commit

Before every credit-bearing job starts, Arcitopsia displays an estimated credit range based on the scope you have configured — the number of components, complexity of your architecture, and your plan tier. You decide whether to proceed.

The estimate shows a minimum and maximum credit range. The actual charge falls within that range based on what the job actually executes.

02 Execute

Your credits are reserved, not deducted

When you confirm, the maximum estimated credits are temporarily reserved in your balance — not deducted. Your job runs with full access to your knowledge graph, standards, and registry context.

Reserved credits remain in your balance during execution. Failed jobs release the full reservation — you are never charged for a workflow that does not complete successfully.

03 Settle

Only the actual cost is deducted

Once the job completes, only the actual credits consumed are deducted. Any reserved-but-unused credits are immediately returned to your balance. Your credit statement shows the exact breakdown for every job.

The actual cost is always ≤ the maximum estimate. Scope that runs faster or touches fewer components than anticipated costs less.

Credit-Bearing vs. Included

What Costs Credits.
What Doesn't.

Daily governance work is covered by your plan's workflow job quota. Intelligence Credits apply only to high-value outcomes that replace days or weeks of consulting work.

The rule is simple: any workflow that calls an LLM to generate new content costs credits — code, IaC, diagrams, documents, enrichment. Operations that involve no LLM generation (routing, versioning, displaying, evaluating rules) are covered by your plan.

Covered by your plan · no LLM generation — no credit cost

  • Simple NL queries — search and retrieve existing records, navigate the graph, look up standards
  • Form-based record creation — create specs, link types, records with fields you fill in yourself
  • Approval routing & notifications — initiate, track, and receive approval workflow updates
  • Status transitions — move records through lifecycle stages
  • Version control & rollback — all record history, diffs, and version restoration
  • Live scorecards & analytics — governance health dashboards, delivery tracking, domain coverage
  • Dependency graph navigation — view, explore, and traverse existing links and lineage
  • Policy rule evaluation — check a single record against active policy rules (rule engine; no LLM)

Intelligence Credit activities · LLM generates content — credits consumed

  • Code Generation — application code, APIs, test suites, service implementations
  • IaC Generation — Terraform, Pulumi, CDK, Helm, Ansible scripts from your registry context
  • Diagram Generation — C4 models, architecture diagrams, sequence diagrams, network topology
  • Runbook Generation — operational runbooks, incident response procedures, onboarding guides
  • Architecture Documents — full design docs, ADRs, multi-service narratives
  • Compliance Reports — SOC 2, HIPAA, PCI, ISO 27001 evidence packages
  • Full Compliance Assessments — AI gap analysis across a programme or domain
  • Architecture Simulations — model impact scenarios, traffic projections, infrastructure changes
  • AI Enrichment Runs — 20 credits per record; each record is a dedicated LLM call generating descriptions, tags, and metadata
  • Autonomous Agent Runs — multi-step agentic workflows producing real outputs across connected tools
  • Package Installations — automated provisioning of a marketplace package
  • Bulk Imports — large-scale registry population from CSV/JSON; AI schema mapping and link inference

Activity Pricing

Credit Costs by Outcome

All prices shown are at the base credit rate of $1.00 per credit. Actual credit cost varies with the scope of your specific job. You always see a range estimate before confirming. Credits are never deducted for failed jobs.

Outcome What Arcitopsia Produces Credits Required At Base Rate
Architecture Intelligence
Architecture Document Full design document for a solution, service, or domain — including context narrative, C4 diagrams, dependency graph, ADR, and alignment to active standards. Generated from your live registry, not internet examples.Scope: 1 solution / service set. Larger programmes span multiple documents. 800base; scales with service count & standards depth from $800
Architecture Simulation Run Model what-if scenarios — traffic projections, infra cost changes, failover impacts, tech deprecation. AI runs against your actual dependency graph to produce a concrete analysis and recommendation.Single scenario; complex multi-variable simulations use more credits. 200base; scales with model complexity from $200
Code & Diagram Generation
Code Generation AI-generated code scaffolding for a component, module, or microservice — implementation stubs, interfaces, tests, and inline documentation aligned to your registry's SpecType schemas and active standards.Per component; multi-module scaffolds and complex service meshes use more credits. 80base; scales with complexity & component count from $80
IaC Generation AI-generated Infrastructure as Code — Terraform modules, Pulumi stacks, CDK constructs, Helm charts, or Ansible playbooks derived from your registry records and delivery team type configurations.Per module or stack; complex multi-cloud IaC with many resource types uses more credits. 120base; scales with resource count & provider complexity from $120
Diagram Generation AI-generated C4 diagrams, architecture diagrams, sequence diagrams, or network topology maps — built from your live registry data so they always reflect current state, not hand-drawn approximations.Per diagram set (context + container level); component and deployment diagrams count separately. 60base; scales with diagram type & scope from $60
Runbook Generation AI-generated operational runbooks, incident response procedures, or onboarding guides — grounded in your service registry, deployment topology, and active workflow definitions.Per runbook; incident playbooks and multi-service runbooks use more credits. 75base; scales with runbook length & service breadth from $75
Compliance & Governance
Compliance Report Full evidence package for SOC 2, HIPAA, PCI DSS, ISO 27001, or GDPR. Arcitopsia maps controls to your live registry, auto-collects evidence, identifies gaps, and produces a board-ready compliance report with artefact links.Single framework; multi-framework assessments require multiple reports. 1,400base; scales with org scope & control count from $1,400
Full Compliance Assessment Broad gap analysis across a compliance programme or domain — identifies which controls are met, partially met, or missing, with a remediation roadmap prioritised by risk. Stops short of producing a complete evidence package.Covers the assessment phase; full reports are a separate activity. 400base; scales with domain breadth from $400
AI Agent & Autonomous Workflows
Autonomous Agent Run A multi-step agentic workflow that executes across connected tools — Jira, Confluence, GitHub, Terraform, AWS — with real outputs: created tickets, generated IaC, updated records, sent notifications. Registry context injected automatically.Simple linear agents start lower; complex parallel agents with many tools use more credits. from 100scales to 600 for complex parallel agents with many tools & branches from $100
Package & Data Operations
AI Enrichment Run AI-generated descriptions, classification tags, and metadata fields for a single registry record. The LLM receives the current record's context plus a few levels of dependency records to ground the output, then generates enriched field values written back to the record — equivalent in cost to roughly one-third of a diagram generation.Priced per record. A run covers any number of records; credits reserved upfront for the full batch, settled per record on completion. 20per record · current record + dependency context injected per call $20 / record
Package Installation Automated provisioning of a marketplace package into your tenant — creating SpecTypes, Records, LinkTypes, Workflows, AI Agents, Roles, and Connectors as defined in the package manifest. Fully idempotent; re-runs are safe.Per installation; upgrading a package to a new version counts as a new installation. 480per package; large packages may use more from $480
Bulk Import Large-scale registry population from CSV, JSON, or integration connector data. AI analyses the source schema once per job to establish SpecType mappings, then runs normalisation, deduplication, and link inference across the full record set. Credits are charged at $100 per 100 successfully imported records — duplicates detected and skipped are not charged.Priced per 100-record block. Credits reserved upfront for the declared batch size and settled on completion. Minimum 100 records per job. 100per 100 records · batch settled on completion $100 per 100 records
Probe Framework
Probe Discovery Run A single scan of an external system (cloud account, source-repository organisation, database, IdP, observability backend) that ingests its inventory into your Knowledge Graph as Records and Links. Library-first extraction — most stages emit zero LLM calls. LLM only fires for ambiguous classification, ownership inference, or semantic enrichment, gated by per-stage confidence thresholds.Per ProbeRun, regardless of target count. Multi-target probes (e.g. five AWS accounts under one Organisation) fan out without multiplying the base charge — the bulk-import line covers the per-Record settlement. 100base per ProbeRun from $100
EA Artefact AI Draft AI-drafted Reference Architecture, Architecture Standard, Architecture Guardrail, or Architecture Pattern document, generated from observed best-of-fleet records and existing organisational patterns. Always lands in the EA Review Queue — never auto-published. Used by Hierarchy Synthesis to fill out the EA Stream when probe-discovered Delivery-Stream Records have no governing artefact.Per drafted artefact. A probe that discovers a service using Postgres, Kafka, and Stripe-SDK may draft up to four artefacts per technology (16 total), each billed independently. 50per drafted artefact from $50 each
Credits scale with job scope — you always see the range first. A compliance report covering 12 services in one region uses fewer credits than one spanning 200 services across three cloud regions with multiple regulatory frameworks. The platform shows a minimum-to-maximum estimate before every job starts. You confirm before any credits are reserved. No job can exceed its stated maximum.
Zero credits charged for failed jobs. If a workflow errors out, times out, or is cancelled by you before completion, the full credit reservation is released. Your balance is restored to exactly what it was before the job started. This applies to all credit-bearing activities without exception.

Included Credits per Plan

Every Plan Ships with Credits Included

Included credits reset at the start of each billing period. Unused included credits do not roll over. They are designed to cover a typical month of high-value AI activity at each plan scale.

Plan Monthly Credits Included Equivalent Value Example Usage Plan Price
Startup 5,000 $5,000 ~3 arch docs + 10 diagrams + 15 code gens + 2 IaC modules + 1 assessment/month $4,999/mo
Enterprise 45,000 $45,000 ~20 arch docs + 100 diagrams + 100 code gens + 30 IaC modules + 2 compliance reports + 5 assessments + 30 simulations/month $39,999/mo ~11% off
Strategic 150,000 $150,000 ~60 arch docs + 300 diagrams + 300 code gens + 200 IaC modules + 6 compliance reports + 100 runbooks + 1,000 records enriched/month $99,999/mo ~33% off
Global 500,000 $500,000 ~600 arch docs or 350 compliance reports or 25,000 records enriched or 500,000 records imported/month; purchase additional credits for usage beyond included budget Custom · annual flat fee
Hyperscale · 500+ users Negotiated Negotiated Custom monthly credit pool sized to your actual workload; volume rates on additional purchases; no standard ceiling Contact Support

Plan included credits are sized to cover typical monthly AI operations at each org scale — no consumption surprises. Unused included credits expire at period end. Additional top-up credits are priced at 1 credit = $1.00 and do not expire while your account is active. See full plan details →

Additional Credits

Top Up When You Need More

Purchased credit packs do not expire while your account is active — they expire only after 12 consecutive months of zero credit usage. Buy larger packs to unlock volume discounts of up to 35%.

Starter
100 credits
$100
$1.00 per credit
Base rate

Covers 1 architecture document or 3–4 simulation runs

Most Popular
Growth
500 credits
$450
$0.90 per credit
10% off base rate

Covers 1 compliance report with credits to spare

Scale
2,000 credits
$1,600
$0.80 per credit
20% off base rate

Covers ~1 full compliance report + 4 architecture documents

Enterprise
10,000 credits
$6,500
$0.65 per credit
35% off base rate

Best value for high-volume programme delivery teams

Annual
Strategic Annual
50,000 credits
$30,000
$0.60 per credit
40% off base rate

Annual commitment — large-scale EA programmes & multi-region rollouts

Pack Credits Pack Price Rate per Credit Discount Expiry
Starter 100 $100 $1.00 12 months inactivity
Growth 500 $450 $0.90 10% off 12 months inactivity
Scale 2,000 $1,600 $0.80 20% off 12 months inactivity
Enterprise 10,000 $6,500 $0.65 35% off 12 months inactivity
Strategic Annual 50,000 $30,000 $0.60 40% off Contract term + 10% carryover

Inactivity expiry: purchased credits expire only if no credits are used for 12 consecutive calendar months. Any credit deduction — from included monthly credits or from a purchased pack — resets the 12-month inactivity clock.

Already an Arcitopsia customer? Buy credits, review your transaction history, and configure auto-top-up from your dashboard. Open Credits & Billing →
Secure global payments. Credit purchases are processed by Stripe (PCI Level 1 certified) over TLS. Sales tax, VAT, and GST are computed automatically at checkout for customers in the US (all 50 states), EU, UK, Australia, Japan, Singapore, and 40+ additional jurisdictions. Arcitopsia never sees or stores your card details.

Bring Your Own LLM

Reduce Credits & License Cost
with BYOLLM

What BYOLLM gives you

Reduced Intelligence Credit rates — the LLM inference cost component is removed from your credit price. You pay Anthropic, OpenAI, or Google directly; Arcitopsia charges only for the platform orchestration layer.

15% discount on your license fee — applied to your monthly plan subscription as recognition that you bear the LLM vendor relationship and cost.

Full data residency control — your LLM API key means your data goes to your chosen model endpoint. Useful for regulated industries requiring data residency guarantees.

Model choice flexibility — swap between Claude, GPT-4, or Gemini at any time. Use different models for different workflow types depending on performance and cost profile.

Supported LLM providers

Anthropic Claude OpenAI GPT-4 Google Gemini AWS Bedrock Azure OpenAI Vertex AI

Green = fully supported today. Others: contact sales for availability.

What you manage

  • API key provisioning and rotation
  • LLM vendor billing and spend management
  • Rate limit and quota management
  • Compliance with LLM vendor terms of service
Configure BYOLLM — Contact Sales →

Org Type & Flat Pricing

Pricing That Reflects
Your Organisation's Reality

Enterprise, Multinational & Mission-Critical organisations: Credit pricing for large, regulated, or business-critical deployments reflects the additional compliance automation, data residency enforcement, multi-level approval chains, audit depth, and infrastructure standards that Arcitopsia applies automatically for those deployments. Startup and Professional customers pay at or below the base credit rates published on this page. Contact sales for a tailored quote →
Predictable flat-rate billing available. Organisations in regulated industries — financial services, government, healthcare, defence — can request fixed-rate credit pricing with no scope-based variability. You pay the same credit cost regardless of how large or complex the job scope is in a given execution. Talk to our team to configure flat-rate billing →
Annual committed credit packages. Enterprise and Strategic plan customers can pre-purchase annual credit commitments at negotiated rates below the volume pack pricing. Annual committed credits are valid for the contract term, with up to 10% carryover on renewal by agreement. Speak to sales about annual committed credits →

Credit Terms & Expiry

Complete Credit Policy

Every credit type has its own expiry rule. Here is the complete policy for each.

Included Monthly Credits

Credits bundled with your plan (e.g., 5,000 credits/mo on Startup, 45,000/mo on Enterprise) reset at the start of each billing period. Unused included credits do not roll over to the next month. This encourages active use and reflects the reserved platform capacity your subscription provides.

Purchased Credit Packs

Credits from a purchased pack do not expire while your account is active and credits are being used. They expire only after 12 consecutive calendar months of zero credit usage. Any credit deduction from any source — included credits or purchased packs — resets the 12-month inactivity window.

Annual Committed Credits

Credits in an annual committed package are valid for the contract term (typically 12 months). Up to 10% of unused committed credits may be carried over to the next contract year by agreement at renewal. Carry-over must be agreed in writing before the contract term ends.

Trial Credits

Credits provided during a free trial period expire 30 days from account activation, regardless of usage. Trial credits cannot be converted to paid credits and are not refundable. Trial credits are separate from your first month's included credits, which activate on your first paid billing cycle.

Failed Job Policy

Credits are never deducted for failed jobs. When a workflow errors, times out, or is cancelled before completion, the full credit reservation is released immediately. Your balance returns to exactly what it was before the job started. This applies to all credit-bearing activities without exception.

Credit Order of Deduction

When a job settles, credits are deducted in this order: (1) included monthly credits first, then (2) oldest purchased pack credits, then (3) more recent purchased pack credits. This maximises the life of your purchased credits and ensures included credits are consumed within the period.

FAQ

Credits — Common Questions

Can I see exactly how many credits a job will use before I start it?

Yes. Every credit-bearing activity shows an estimated credit range (minimum–maximum) before you confirm. The range reflects the configured scope. You always see the estimate, confirm, and only then does a reservation happen. You can cancel before confirming at no cost.

What happens if I run out of credits mid-month?

If your credit balance falls below the minimum reserve needed for a job, the job will not start. Arcitopsia shows a low-balance warning before this point. You can purchase a top-up pack at any time — credits are added to your balance immediately after payment. You can also enable auto top-up on a chosen pack size when your balance falls below a threshold you set.

Do credits transfer between team members?

Yes. Intelligence Credits are held at the organisation (tenant) level, not the individual user level. Any team member with permission to run credit-bearing workflows can use the shared credit balance. Org admins can set per-user or per-team credit spending limits in the billing dashboard.

Can I get a refund on unused purchased credits if I cancel?

Purchased credit packs are non-refundable. If you cancel your plan, you retain access to your purchased credits for 30 days to run any final jobs. After 30 days the credits expire. Contact support if you have an exceptional circumstance — refunds are handled case by case.

Why do credits cost more for larger organisations?

Arcitopsia automatically applies additional compliance automation, audit depth, data residency enforcement, and multi-level approval chain logic for Enterprise, Multinational, and Mission-Critical customers — these run inside every job for those account types, adding real compute and LLM cost. Smaller deployments with simpler compliance profiles run leaner and cost less.

Is the credit pricing the same in all regions?

Base credit pricing is published in USD and applied globally. For multi-region deployments with specific data residency requirements, contact sales for a regional pricing assessment. Currency conversion for non-USD billing is handled at payment time using prevailing exchange rates.

How does BYOLLM affect my credit balance?

BYOLLM customers pay reduced Intelligence Credit rates because the LLM inference cost component is removed from the credit price — you pay your LLM provider directly. Your credit balance and pack purchases work exactly the same way, just at the reduced BYOLLM rate. The 15% license fee discount is applied to your monthly subscription separately.

Can I set spending limits or alerts?

Yes. In your billing dashboard you can set a monthly credit spending cap, per-user spending limits, and low-balance alerts (email and in-app). You can also require admin approval for any job estimated above a credit threshold you define. This prevents unexpected spend while keeping the team productive within guardrails.

Where can I see my full credit usage history?

Your billing dashboard shows a complete credit ledger — every reservation, deduction, release, purchase, and monthly grant, with job-level detail including which workflow type, which user triggered it, and the actual vs. estimated credit cost. Monthly credit statements are also emailed to billing admins.

Do credits work the same on the free trial?

Free trials include a trial credit bundle valid for 30 days. Trial credits give you full access to all credit-bearing activities so you can evaluate Arcitopsia's AI outcomes. Trial credits cannot be topped up with purchased packs. If you convert to a paid plan before the trial ends, your first month's included credits activate and any remaining trial credits are replaced.

Ready to See Credits in Action?

Book a demo to watch a compliance report or architecture document generated from a real registry — and see the credit estimate, reservation, and settlement flow live.

Free trial · No credit card required · Full credit access during trial

by iArchitron Software Inc. · iarchitron.ai