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Starter Stack Pricing: What It Costs to Automate a Non-Bank Lending Operation

Sarah Chen
Head of Lending Operations
2026-06-198 min read
PricingAI StrategyOperations

Starter Stack doesn't publish a pricing page. If you landed here expecting a rate card, that's intentional — and worth a quick explanation.

This article covers what an engagement actually looks like, what drives cost, how it compares to the alternatives you're probably already paying for, and what to expect when you request a demo.

Why There's No Public Pricing

Starter Stack is a managed service, not a SaaS subscription. No per-seat licenses. No monthly tiers. No self-serve checkout.

Every engagement starts with a workflow assessment. The scope, the complexity of your credit logic, the number of workflows in play, and your existing systems all shape what gets built. A flat public price would either underprice a complex engagement or price out a lender who only needs one workflow automated.

Think of it less like a software vendor and more like a specialized ops partner. You pay for outcomes and accountability — not access to a dashboard.

What You're Actually Buying

Starter Stack covers six core workflow areas for non-bank lenders:

  • Underwriting intake and document review — agents structure files, flag missing stips, and route exceptions before they slow your pipeline
  • Portfolio monitoring — agents watch covenants, payment behavior, and risk signals daily instead of waiting for something to break
  • Servicing handoff and exception routing — agents handle the handoff logic so your ops staff isn't manually triaging every exception
  • Finance ops and reconciliation — agents reconcile servicing data, bank activity, and accounting records so month-end close doesn't bleed into week two
  • Custom workflow design — agents encode your specific credit logic, not a generic template
  • Private firm-specific deployment — your data doesn't enter a shared platform or train any shared model

You don't manage the infrastructure. Starter Stack runs it. No rip-and-replace of your existing systems required.

The Real Cost Comparison

Before asking what Starter Stack costs, be honest about what you're currently spending.

If 1 to 3 ops staff are carrying most of your back-office load, the math is already strained. Manual document review, reactive covenant monitoring, and a painful month-end close aren't free — they consume FTE hours that could go toward origination support, investor reporting, or fund operations.

The true cost of outsourced back-office work for a mid-sized non-bank lender is almost always higher than it looks on paper once you factor in error correction, rework, and the hours your senior people spend cleaning up what the process missed.

For lenders deploying $50M to $300M annually, the status quo has a price tag. The question is whether you're measuring it.

How the Engagement Works

The typical engagement goes live in under 30 days, starting with one high-friction workflow. That's not a pilot in the traditional sense — it's a live first workflow running on Starter Stack's managed infrastructure with your data, your logic, and your ops team in the loop.

From there, the engagement expands based on where the next bottleneck sits.

Deployment runs on Starter Stack managed infrastructure or, if your compliance requirements demand it, within your own environment. SOC 2 audit is in progress. Human-in-the-loop design is standard — agents handle the repeatable work, your team handles judgment calls and exceptions.

This is not software you babysit. Starter Stack runs the system.

What Drives Cost

The variables that shape an engagement are straightforward:

  • Number of workflows — a single underwriting intake workflow costs less than a full back-office buildout covering intake, monitoring, and reconciliation
  • Complexity of your credit logic — a revenue-based financing lender with stacking detection requirements has different agent logic than a CRE debt lender managing covenant packages
  • Deployment environment — Starter Stack infrastructure is standard; client-environment deployment adds configuration scope
  • Volume — the number of files, transactions, or monitoring events your agents need to process affects infrastructure requirements

If you're a mid-market lender running a lean ops team and scaling past $50M deployed, the first workflow is typically the one causing the most friction right now. That's where the assessment starts.

How Starter Stack Compares to the Alternatives

You have options. Here's what they actually deliver:

Generic SaaS tools give you a dashboard to configure and maintain. They don't know your credit logic, don't integrate your specific workflow, and don't run anything for you. Implementation is your problem.

Automation consultancies like Boom Automations can document your workflows and build automations, but they're not specialized in non-bank lending and don't provide managed agent infrastructure. You still run the system after they leave.

Diagnostic-only firms like Foaster AI will assess your operations and hand you a roadmap in roughly 12 days. The roadmap is useful. But they don't build agents, deploy them, or run managed infrastructure. Execution lands back on you.

Enterprise platforms like 73 Strings and Arcesium are built for institutional private credit at institutional price points. They require IT teams and aren't designed for a 10-person lending operation.

Traditional outsourcing like Alter Domus runs on human experts, not AI-agent-native delivery. The cost structure reflects that.

Starter Stack covers the full arc: diagnosis, custom agent build, and managed execution — purpose-built for non-bank lenders, with a 30-day path to a live first workflow. No other firm in this space replicates that combination.

What to Do Before You Request a Demo

Two tools on the site are worth using before you book time with the team.

The Back-Office Cost Calculator gives you a concrete estimate of what your current manual workflows are costing in FTE hours and dollars. It takes about three minutes.

The Lending Operations Grader assesses your operational maturity across the workflows where AI agents typically generate the most impact. If you're not sure which workflow to start with, the grader surfaces that quickly.

Both are self-service. No form submission required.

For lenders dealing with stacking exposure or high-volume underwriting, the grader is particularly useful for identifying where detection gaps are costing you the most.

The Honest Bottom Line

Starter Stack pricing is custom because the work is custom. You're not buying a license — you're buying a working system that handles a specific workflow inside your lending operation, running on managed infrastructure, with a single point of accountability.

The cost of inaction is real. If your origination volume is growing and your ops headcount isn't, that gap closes one of two ways: you hire, or you automate. Hiring adds fixed cost and tribal knowledge risk. Automation, done right, scales with your book.

The right starting point is a 30-minute workflow assessment. Starter Stack will diagnose the highest-friction workflow in your operation and tell you exactly what an engagement would look like.

Frequently Asked Questions

Does Starter Stack publish a pricing page? No. Pricing isn't publicly available because every engagement is scoped around specific workflows, credit logic, and deployment environment. The starting point is a workflow assessment, not a rate card.

Is Starter Stack a SaaS product or a managed service? It's a managed service. No per-seat licenses, no software subscriptions, no dashboards to configure or maintain. Starter Stack builds the agents, runs the infrastructure, and delivers outcomes.

How long does it take to go live? The typical engagement goes live in under 30 days, starting with one high-friction workflow. That's a live first workflow on managed infrastructure — not a proof-of-concept or a pilot.

Does my data go into a shared model? No. Client data doesn't enter a shared platform or train any shared model. Deployment runs on Starter Stack managed infrastructure or within your own environment if your compliance requirements demand it.

What workflows does Starter Stack cover? Six core areas: underwriting intake and document review, portfolio monitoring, servicing handoff and exception routing, finance ops and reconciliation, custom workflow design encoding your credit logic, and private firm-specific deployment.

Do I need to replace my existing systems? No. Starter Stack doesn't require a rip-and-replace of existing systems. Agents are built to work within your current environment.

Who is the right fit for Starter Stack? US-based non-bank direct lenders deploying $20M to $300M annually with a lean ops team and no dedicated engineering staff. The clearest signal: origination volume growing while ops capacity can't keep pace.

If your origination is outpacing your operation, the next step is simple. Book a 30-minute workflow assessment and Starter Stack will diagnose your highest-friction workflow and scope exactly what an engagement would look like.