Agents build it.
Governance decides who signs off.
Built on LangGraph.
Deterministic. Auditable.
A LangGraph state machine coordinates every agent through 9 fixed stages with built-in checkpoints. No black box — full agent log, cost breakdown and audit trail for every run.
Detect pipeline type, load domain config, bootstrap state
Deep reasoning: architecture debate, security review, meta-critique
Specialists per vertical — fintech, crypto, AI, infrastructure
High-frequency tasks: DevOps config, cost tracking, formatting
Fintech is where we go deepest.
Click any to see its agents, frameworks, and stack.
Fintech is Minctrl's flagship domain — each pipeline ships 5 specialist agents, 6–13 mandatory compliance frameworks, a curated stack and 3 knowledge seeds, built end-to-end in ~30 minutes. The same agents construct governed process flows for 25+ regulated verticals — prior-auth, tax, AML, payroll, RCM and more.
Banking & Wealthtech
Retail banking, capital markets, KYC platforms
Stocks, fractional shares & FIX execution — built end-to-end
Ledger, IBAN accounts, SEPA payments, AML6 monitoring
Banking-as-a-Service: multi-tenant, sponsor bank rails, ISO20022
Pro trading terminal: order book, charts, sub-50ms latency
Quant platform: signals, backtest, portfolio risk, prime brokerage
KYC/AML platform: document OCR, biometric liveness, FATF compliance
Automated wealth: MPT allocation, rebalancing, MiFID suitability
AI-native bank where AI agents are first-class customers (β)
Banking Integrations
Bridges between fintech and legacy banks / telecoms — added 2026-05
ISO 20022 + SWIFT MT/MX + batch settlement — Temenos/Mambu/Finacle middleware
PSD2/PSD3 AISP+PISP across UK OB / Berlin Group / FDX with FAPI security
Stripe Treasury class — white-label finance for marketplaces & gig platforms
M-Pesa / MoMo / Orange — telecom-led wallet for emerging markets
Direct Carrier Billing — Boku / Fortumo / Bango aggregators, voucher distribution
Build a regulated bank
where AI agents are customers.
The ai-agent-bank pipeline ships a full design including DID-based agent identity, agentic KYC, stablecoin payment rails, and multi-sig governance — with a mandatory EU AI Act + DORA compliance pack generated automatically. Preempts Catena Labs positioning.
Every gate, risk-tiered.
You choose the autonomy.
Minctrl scores every gate by blast radius and reversibility, then routes it: low-risk reversible steps can clear automatically, medium-risk go to a panel of compliance judges scored by meta-critic, and irreversible steps always wait for a human. A tamper-evident audit trail records who decided what. Security and compliance gates stay mandatory for regulated work.
Every agent. Every token.
Every decision logged.
Six integrated views into a running pipeline — console, code, cost, board, wiki, analytics.
Project list + create workflow.
Auto-populated tickets per gate.
Auto-generated docs across runs.
Everything in one workspace
Six integrated modules, built around the agent pipeline. Each one kept in sync with the live run state.
Pay per pipeline.
Not per developer hour.
Three tiers — start free, pay only when AI ships actual code. Enterprise gets bespoke compliance frameworks and on-prem deploy.
Explore what AI engineering can ship. Bring your own LLM key.
- 1 workflow per day
- All 13 product types incl. AI-Agent Bank β
- Audit-pack deliverable per build
- Best-effort support
Avg cost per pipeline: $0.50–$2 in LLM tokens · Free tier covers your first 30 builds