Strms io

What Strms io does

STRMS is an AI automation services firm that designs, deploys, and maintains custom workflow automations for mid-market finance and operations teams and the accounting/advisory firms that serve them. Founded in 2022 as a carve-out from GrowthLab (a Providence, RI-based finance and HR services firm established in 2014), STRMS operates with a hybrid team composition of 50% engineers and 50% accountants, positioning domain fluency in debits/credits alongside technical fluency in APIs and AI as a core differentiator.

The company's product is organized as a four-tier automation platform: Kickstart (rules-based Zapier/Make trigger-action flows), Relay (API integrations enriched with AI for classification, extraction, and summarization), Agent (autonomous AI agents with memory that chain model calls and route approvals to humans), and Conductor (persistent MCP-based orchestration with state, audit logs, and role-based controls for 24/7 finance workflows). Underlying technology leans on integration platforms including Integromat/Make, Zapier, Prismatic, Vercel, and n8n, with AI capabilities powered by third-party LLMs (OpenAI logo displayed). Go-to-market is sales-led and consultative, with free process-mapping sessions, sprint-based development engagements, and ongoing monthly maintenance subscriptions across 25+ integrated platforms (QuickBooks, Xero, Salesforce, HubSpot, Slack, Stripe, NetSuite, ADP, Karbon, Ignition, and others).

Revenue is generated through two complementary mechanisms: one-time sprint-based development fees (Half Sprint $3,000, Full Sprint $5,000, Double Sprint $8,000) plus tiered monthly maintenance subscriptions ranging from $100-$500/mo (Kickstart) up to $750-$2,500/mo (Conductor). Pricing is segmented by customer type — subscription-bundled development for firms under $1.5M revenue, and upfront development with optional retainer for mid-sized $5M-$100M companies. The company has no external institutional funding disclosed and operates as a subsidiary within the GrowthLab ecosystem, which serves 400+ scaling businesses across its finance and HR value stream.

Name

Strms io

Legal name

STRMS

Website

https://strms.io

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

STRMS is an AI automation services firm that designs, deploys, and maintains custom workflow automations for mid-market finance teams and accounting/advisory firms, using a four-tier platform (Kickstart, Relay, Agent, Conductor) that combines rules-based, API, and agentic AI capabilities.

Ownership category

akta.pro rank

Product category

AI Workflow Automation for Finance and Accounting

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (5415)

SIC

Services-Computer Programming Services (7371), Services-Prepackaged Software (7372)

akta.pro primary industry

Responsible AI Policy, Controls & Workflow Management (HDAAAMAG)

akta.pro secondary industry

Model Governance, Risk & Compliance (GRC) Platforms (HDAAAKAA)

Keywords

• AI workflow automation
• Finance operations automation
• Accounting workflow automation
• AI agents for finance
• Process orchestration platform

Headquarters

HQ city

Providence

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Sprint-based Development: One-time development fees for automation projects delivered in focused sprints. Half Sprint (2-3 days) at $3,000, Full Sprint (1 week) at $5,000, and Double Sprint (2 weeks) at $8,000. Pricing scales by automation tier from 0.5X to 4X base rates.
2. Monthly Maintenance Subscription: Ongoing monthly subscriptions for automation maintenance, updates, and hosting. Tiered pricing: Kickstart $100-500/mo, Relay $250-1000/mo, Agent $400-1000/mo, Conductor $750-2500/mo. Support subscription starts at $250/mo.
3. Segmented Revenue Models: Dual-track model: subscription pricing for firms under $1.5M revenue; upfront development fees (with optional maintenance retainer) for mid-sized companies $5M-$100M revenue. Subscription bundles development, hosting, and ongoing updates.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels3 records

Core offering

STRMS designs, builds, and maintains custom AI automation workflows for mid-market finance/operations teams and the accounting/advisory firms that serve them. Engagements are delivered through sprint-based development projects ($3,000–$8,000) and tiered monthly maintenance subscriptions ($100–$2,500) across a four-level platform: Kickstart (rules-based), Relay (API + AI enrichment), Agent (autonomous AI agents), and Conductor (persistent MCP orchestration).

Product overview

STRMS is an AI automation agency for finance and ops teams, offering a four-level platform architecture: Kickstart (rules-based trigger-action automation), Relay (API + AI enrichment for cross-system data flows), Agent (autonomous AI agents with memory for variance analysis and conversational Q&A), and Conductor (persistent MCP orchestration for complex multi-step workflows). The platform serves mid-market finance and accounting teams ($5MM-$100MM revenue) and accounting/advisory firms (100+ clients), building and maintaining custom workflow automations on clients' existing tech stacks. Pricing follows a sprint-based model (Half Sprint $3,000 to Double Sprint $8,000) plus optional monthly maintenance subscriptions ($100-$2,500 depending on tier).

Differentiator

Problem solved

Functional benefit

Products and services

• Kickstart Rules-based automation starter pack using Zapier/Make-style trigger-action flows with zero code. Targets simple 'If, Then' logic for beginners, automating repetitive tasks like data normalization, file orchestration, notifications, and bank feed triggers across accounting, billing, and reporting workflows.
• Relay API plus AI-powered automation tier that moves and transforms data between apps with one-shot AI steps for classification, extraction, and summarization. Includes cross-system syncs, AI enrichment, contextful alerts, and governance controls with rate limits and cost caps.
• Agent AI agent tier featuring autonomous micro-processes with memory. Agents chain model calls, branch on confidence, retrieve information from systems, call tools, and escalate to humans for approvals. Powers variance analysis, narrative reporting, and conversational Q&A for finance leaders.
• Conductor Most powerful orchestration tier: a stateful automation server using persistent MCP orchestration that coordinates every step of complex finance workflows 24/7 with state, audit logs, and role-based controls. Enables rolling close, accruals prep, AP/AR, and audit-ready operations.

Quantifiable outcome

• Save 3 hours per staff per week
• +6 more outcomes

Named customers6 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration29 records

AI capability10 records

Feature4 records

Scale indicators1 record

Recent moves6 records

Expansion highlights5 records

Regional players

• Karbon: Karbon is a workflow and practice management platform for accounting firms, integrated into STRMS's stack via Carbon task automation. It is a regional/vertical-focused incumbent in the same accounting-firm buyer segment STRMS targets.

Broad incumbents

• Workato: Workato is an enterprise iPaaS with finance and accounting automation recipes and an embedded AI layer. It competes for the larger end of STRMS's mid-market segment with deeper enterprise features and significantly more capital.
• Tray.io: Tray.io is a general-purpose integration and automation platform targeting B2B SaaS companies. It overlaps with STRMS's Relay and Agent capabilities, especially for API-heavy, AI-driven workflows, but at a higher price point and larger customer size.

Direct peers

• Zapier: Zapier is the most widely used no-code automation platform and is the underlying engine for STRMS's Kickstart tier. It competes for the same SMB/mid-market automation dollars and is rapidly embedding native AI agents that could absorb the agency value STRMS provides.
• Botkeeper: Botkeeper applies AI and automation to bookkeeping workflows for accounting firms and SMBs. It directly competes with STRMS's Accounting & Advisory Firm segment by combining bookkeeping automation with AI-driven categorization.
• Make (formerly Integromat): Make is a visual automation platform used by STRMS in its earliest deployments and still referenced as core infrastructure. It serves the same mid-market customer building cross-system workflows, with stronger native visual builder capabilities that reduce the need for an agency layer.
• n8n: n8n is an open-source, AI-native workflow automation platform that STRMS explicitly integrates as part of its Agent/Conductor stack. It directly competes for the same technical buyer seeking customizable AI-augmented workflows.
• Prismatic: Prismatic is the embedded integration platform STRMS adopted early to build platform-grade integrations for clients. It is a direct competitor for the same mid-market B2B SaaS and finance automation use cases, with a no-code builder aimed at similar personas.
• Relay.app: Relay.app is an SMB-focused AI workflow automation tool with human-in-the-loop approvals, aimed at operations and RevOps teams. It targets the same mid-market buyer that STRMS's Kickstart and Relay tiers serve, with a self-serve model that competes with the agency's lower end.
• Vic.ai: Vic.ai is an AI-native platform for autonomous accounting workflows, including invoice processing, approvals, and variance analysis. It overlaps with STRMS's Agent and Conductor tiers for finance teams seeking AI-driven autonomy in close and AP processes.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Strms io