Income Lab vs Nitrogen 2027: Planning vs Client Engagement

Two different jobs under one search

Income Lab and Nitrogen both sell software to financial advisors, but they are built around different jobs. Income Lab is a retirement income planning tool. It models how a client's savings, Social Security and tax position can support spending over time, then tracks the plan. Nitrogen is a client engagement suite. It centers on a risk score, proposals and research, with firm-level oversight for teams. The category decision comes down to the bottleneck: start with Income Lab if building and maintaining the retirement income plan is slow or inconsistent in your practice, and start with Nitrogen if the risk conversation, the proposal and the research behind it are what slow you down.

One naming correction matters before you compare. Nitrogen used to be Riskalyze. Riskalyze became Nitrogen on May 9, 2023 according to InvestmentNews (2023). Financial Planning quoted the announcement as "After 12 years, Riskalyze has become Nitrogen," according to Financial Planning (2023). If an old contract, invoice or search result says Riskalyze, it refers to the same vendor.

Ownership is not settled by the vendor pages used for this guide. Neither Income Lab's pricing page nor Nitrogen's pricing page names an owner, and the Cetera partnership announcement does not describe ownership either. Ask both vendors for current ownership and funding in writing before you sign.

TL;DR: Choose Income Lab for retirement income and tax planning depth. Choose Nitrogen for risk profiling, proposals and modular advisor tools. Confirm integrations, bundle contents and ownership in writing before you buy either.

Key Takeaways

• Pick by bottleneck, not by feature count. Income Lab fits retirement income and tax planning. Nitrogen fits risk profiling, proposals and modular advisor tools.

• The two products overlap on stress tests, scenarios and tax views, so the deciding question is which job is slow in your practice today.

• Both publish list prices for their core offers and route enterprise terms through sales. Nitrogen sells modules one at a time, and its Complete Bundle is not itemized on the page.

• Income Lab offers a free trial of Pro access with a card required up front. Nitrogen's pricing page does not publish trial terms.

• You can stitch both into a workflow with Zapier, Make or n8n, but you then own monitoring, retries, access controls and maintenance.

How we evaluated these tools

This guide scores both products on seven criteria. Each criterion draws on what the vendors publish on their own pricing and product pages, plus trade press and a partnership announcement. The weights are our judgment about what a small financial services owner decides on. They are not a vendor ranking, and this guide did not run either product, so nothing here describes measured performance.

Where a vendor does not publish a figure, the tables say "Quote-based" or "Not listed" rather than estimating one.

What each product covers

The matrix below sets out what each vendor's own pages list. "Not listed" means the pages read for this guide do not describe the feature. It does not prove the product lacks it, so confirm any gap with the vendor before relying on it.

Two rows need a closer look. The first is AI. Income Lab's pricing page lists an AI Assistant under Core, but its comparison page says AI features are Pro-only. The pages disagree, so ask which tier includes it before budgeting. The second is integrations. Income Lab names six custodian and CRM connections, while Nitrogen says only that it integrates with existing wealth tech stacks. Income Lab's integrations page also shows a Nitrogen logo among its partner logos, which suggests the two may connect. The pages do not say what data moves, so treat that as a question for both vendors.

Pricing and total cost

Pricing checked November 13, 2026.

Income Lab's pricing page lists Core at $199 a month and Pro at $299 a month, according to Income Lab. Annual billing is listed at $1,990 and $2,990 with two months free, and a support staff seat add-on is listed at $80 per seat a month. Nitrogen's pricing page lists its Risk Center at $199 a month, according to Nitrogen, with each module on an annual term. Enterprise and broker-dealer terms are Quote-based at both vendors.

The Complete Bundle is cheaper than buying all six modules, but the page does not list what the bundle contains. Compare it against the modules you would actually use before assuming it is the better deal.

The total-cost math is short. Using the list rates above, the table below shows the annual cost of each realistic option.

The gap between buying all six Nitrogen modules and the Complete Bundle is $2,988 a year. That gap only matters if you would use all six. If you need only the Risk Center and Income Center, the cost is $298 a month, or $3,576 a year on the same annual term.

Here is an illustrative scenario, not a real customer. Assume one lead advisor refreshes 60 client plans a year, and each refresh takes 2 hours of manual data entry, which is 120 hours of re-keying. Income Lab's Pro plan costs $2,990 a year according to Income Lab, and one support staff seat adds $800, so the software line is $3,790. If a configured workflow cut re-keying to 1 hour per refresh, the saving would be 60 hours a year. Compare those hours against the cost of building and maintaining the workflow, not against the subscription, which does not produce the saving. That holds only if the workflow runs reliably and the advisor still reviews every plan. If your CRM is HubSpot, its webhooks reference lists deal.propertyChange among deal event types, which a configured flow could use to queue a plan refresh. Neither Income Lab nor Nitrogen publishes API documentation we could open, so the identifier comes from HubSpot, a CRM your team may already use.

Income Lab: best fit, limits and rollout

Income Lab fits best when the retirement income plan is the core deliverable. Its Core features include spending bounds, longevity-aware projections, Social Security claiming analysis, Roth conversion optimization, withdrawal sequencing and stress testing. Its comparison page says tracked plans update each month and that any plan needing a spending change is flagged with what to change and why. That monitoring step otherwise depends on someone remembering to rerun the plan.

Pro adds the Penny AI paraplanner, which builds plans from meeting notes and can search a client base for opportunities. It also adds AI Scribe with a Zoom plugin, an AI Interviewer for onboarding questionnaires, Medicare and IRMAA tools, estate planning optimizers, white-labeled reports and Yodlee account aggregation. These are vendor-described features, so confirm each one in a working session before you rely on it.

Cetera network reach: about 12,000 advisors and institutions according to Shapefin (2025). A separate August 2025 announcement described a partnership with the Independent Advisor Alliance, which has more than 142 partner firms, according to InvestmentNews (2025). Distribution deals show the product is sold through networks. They do not show it fits your clients, so judge it on the planning output.

The limits are specific. Enterprise terms, including single sign-on, custom integrations and volume licensing, come through sales. The pricing page lists no user cap for Core or Pro. The two Income Lab pages disagree on whether the AI Assistant is in Core. The pricing page names custodians, but the comparison page describes "supported custodians" in general, so check your own custodian against the pricing page list before a call. Support staff seats are an add-on, and their cost grows with the number of people who need access.

For rollout, use the free Pro trial to test one custodian feed end to end. Before the trial ends, decide between Core and Pro, assign a named reviewer for every client-facing plan, and confirm which AI features your tier includes.

Nitrogen: best fit, limits and rollout

Nitrogen fits best when the client conversation is the bottleneck. The Risk Center covers the risk tolerance questionnaire, proposals, stress tests and an advisor marketing kit. The Research Center adds security and portfolio statistics, modeled performance and diversification analysis. The Income, Tax, Legacy and Insurance centers each cover one planning area. Because you can buy modules one at a time, you can start with the module that addresses your worst bottleneck, though the cost table shows how quickly modules add up.

Nitrogen's reported reach: over 30,000 advisors according to Nitrogen (2026). That figure is the company's own. The same release describes Nucleus as an agentic AI engine inside the platform, says advisors remain in control and approve actions before they run, and says Nucleus is available to all users on current plans at no additional cost. The release also previews a Roth Conversion Calculator, so confirm it is live before you rely on it.

The limits are equally specific. Per-module pricing adds up to $744 a month if you buy all six, and the Complete Bundle's contents are not itemized. Nitrogen's Income Center lists longevity risk and a portfolio income floor, but the pricing page does not list Social Security claiming or withdrawal sequencing, which Income Lab's Core does list. The Risk Center includes statement capture, which can reduce manual entry, but the pages read for this guide do not describe its accuracy. Trial terms are not published, and enterprise pricing is contact-only.

For rollout, request the module list and bundle contents in writing, confirm how Nitrogen data exports to your planning and CRM tools, and name the advisor who approves each proposal before you buy more than one center.

Stitching it together yourself

Many small firms are not choosing between these two products at all. They are considering a stack of Zapier, Make or n8n flows wired between a planning tool, a CRM and a document folder. That route deserves a fair look. Those tools can support run histories, retries, error branches and audit evidence when configured. You still have to design and own the parts that make automation safe: idempotency, so a retried trigger does not create duplicate plan drafts; escalation when a step fails; access controls on client data; and maintenance when a vendor changes its API.

US Tech Automations would configure this as a proposed design, not a shipped product. For the planning-refresh problem, one configurable workflow would start from a CRM deal-stage change or a new meeting record. It would pull the client profile and holdings through the export or API your planning software exposes, build a draft plan refresh, and place it in a review queue with a change log listing each input that moved. The prerequisites are API or export access on both systems, a scoped service account, and written rules on which fields a draft may change. The human review points do not move: the advisor approves every figure, and a compliance reviewer signs off before any client-facing report goes out.

A second configurable design fits firms that keep Nitrogen for risk and proposals but run plans elsewhere. A US Tech Automations design for that case would watch for a risk-profile change in Nitrogen, compare the new risk level against the assumptions in the current plan, and open a task listing each mismatch for the advisor. The prerequisite is export or API access from Nitrogen, which the pages read for this guide do not describe, so confirm it before scoping the work. The review point is the advisor, who decides whether a mismatch changes the recommendation.

Who this is for

Income Lab fits a practice whose main question is how a client's retirement income should be drawn, taxed and monitored, and where a planner reviews the output personally. Nitrogen fits a practice whose main question is how the client understands risk and receives a proposal, and where the team needs shared research and firm-level oversight.

Red flags: choose Income Lab with caution if you need published enterprise pricing before a call, because those terms are Quote-based. Choose Nitrogen with caution if you need a fully itemized bundle before buying, because the Complete Bundle is not itemized. Either tool is a poor fit if no one on your team will review its outputs before a client sees them.

When NOT to use US Tech Automations: a simpler existing tool wins in three cases. If one planning tool already covers your monitoring and you have no CRM or document step to connect, a custom workflow adds cost without adding a capability you need. If nobody will own the workflow after launch, it will drift as vendor APIs change, and a manual checklist is safer. If you run only a handful of plan refreshes a year, the review time saved may not justify the setup.

Decision checklist

• Name the bottleneck: the retirement plan refresh, or the risk conversation and proposal.
• Check your custodian and CRM against each vendor's named list before a sales call.
• Ask Income Lab which tier includes the AI Assistant, since its two pages disagree.
• Ask Nitrogen for the Complete Bundle's contents and whether client data can be exported.
• Ask both vendors for current ownership, funding and data-handling terms in writing.
• Confirm trial terms. Income Lab's Pro trial requires a card; Nitrogen's pricing page does not publish trial terms.
• Assign one named reviewer for every client-facing plan or proposal.

Glossary

• Retirement income plan: a projection of how long savings, Social Security and other income can fund spending as markets and tax rules change.

• Guardrails: preset limits that prompt a spending change when withdrawals drift too far from a target.

• Withdrawal sequencing: the order in which accounts are drawn down to manage taxes over time.

• Roth conversion: moving pre-tax retirement money into a Roth account, usually paying tax now in exchange for tax-free withdrawals later.

• IRMAA: the income-based Medicare premium surcharge that planners model to avoid unexpected increases.

• Risk Number: Nitrogen's numeric measure of a client's risk tolerance, required risk and current holdings.

• Held-away assets: accounts a client holds at another firm that the advisor cannot see directly.

• Paraplanner: the person, or in Income Lab's case an AI tool, who drafts plan documents from client data.

Frequently asked questions

Is Nitrogen the same company as Riskalyze?

Yes. Riskalyze became Nitrogen in 2023, so an older contract or search result under the Riskalyze name refers to the same vendor.

Which should I pick if I only need retirement income plans?

Pick Income Lab, because its Core features put retirement income, Social Security and tax planning in one plan product. Nitrogen's equivalent is one module among several, and its Income Center does not list Social Security claiming.

Does Nitrogen have a free trial?

Nitrogen's pricing page does not publish trial terms, so ask the vendor directly before you sign.

Can I use both products together?

Possibly, but no public page confirms what data moves between them. Income Lab's integrations page shows a Nitrogen logo, so ask both vendors to describe that connection in writing before you buy both.

Do either of these replace a CRM?

No. Neither vendor describes its product as a CRM, and Income Lab names CRM connections such as Redtail, Wealthbox and Salesforce, so your CRM stays in place.

Is a custom workflow better than buying a product?

It can be, when the work crosses several tools and one named person owns the workflow after launch. Otherwise a single vendor product with clear review steps is the safer purchase.

Is there a narrower tool for RMD deadlines?

Yes, if your question is only about required minimum distribution timing. See the RMD calculation alert automation comparison for that narrower decision.

Making the call

Choose Income Lab when the retirement income plan is the work. Choose Nitrogen when the risk conversation and the proposal are the work. The two overlap enough on stress tests, scenarios and tax views that you should decide by bottleneck rather than by feature count. Before you sign, get the owner, the integration scope and the bundle contents in writing. If the work spans both tools and your CRM, US Tech Automations configures this kind of proposed review workflow with the API and export prerequisites checked up front.