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Stack AI
AI tool profile ·
A drag-and-drop platform for building AI agents that process documents, with security features aimed at regulated industries.
81TriVista score
Category rank#7 in AI Agent Platforms and Orchestration
Baseline ELO1,536.7
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At a glance
What it does
Stack AI is a drag-and-drop platform for building AI agents, organized around three modules: agents, workflow logic called Flow, and data handling called Storage. It can process unstructured documents along with text, image, audio, and video inputs, and agents can connect to sources like Google Drive and Notion. Users deploy agents as a Slack bot, a Chrome extension, or through a REST API for custom integrations. Stack AI states it meets SOC 2, HIPAA, and GDPR requirements, offers single sign-on, and has signed data protection agreements with both OpenAI and Anthropic covering how those model providers handle data sent through Stack AI.
Where it can help
This fits a team in a regulated industry, such as healthcare or financial services, that needs to build document-processing agents while keeping data handling agreements with the model providers. A free plan with 500 monthly runs, two projects, and one seat is enough for an initial technical evaluation. Beyond the free plan, published pricing jumps straight to a custom Enterprise plan, so a larger pilot may need a sales conversation; ask specifically about run limits and seat costs at your expected volume, since the public page shows no mid-tier plan. As with any document-processing agent, test accuracy on real document formats before trusting it with sensitive records.
Business Goals
Business goals to explore
Potential matches to review against your requirements. Explore matching tools or read a task guide before you choose.
Automate sales proposal generation
Turn approved content and customer requirements into proposal drafts for your sales team.
Find company knowledge
Find answers across your documents and internal resources.
Generate executive KPI dashboards
Bring key business metrics together in dashboards and summaries for leadership.
Improve demand forecasting
Use historical trends and business data to plan for future customer demand.
Improve production scheduling
Plan production around orders, available capacity, materials, and delivery deadlines.
Improve shop floor productivity
Identify bottlenecks and support frontline teams with clearer work instructions and operational insights.
Optimize inventory levels
Balance stock availability with demand to reduce shortages and excess inventory.
Predict equipment maintenance needs
Use equipment data to spot potential issues and plan maintenance before breakdowns.
Reduce customer service response times
Find relevant answers, route requests, and help service teams respond to customers sooner.
Reduce procurement costs
Analyze spending, compare suppliers, and identify opportunities to improve purchasing.
Company fit
Where this tool fits best
The industries and leadership roles this tool is most often matched with.
Industries
Manufacturing78%
How your company could affect the fit
How one company factor at a time moves the modeled score. The published score is unchanged.
How your company could affect the fit
How one company factor at a time moves the modeled score. The published score is unchanged.
Technology Maturity Low Modeled score80.5 / 100 Modeled category rank#6
Baseline Moderate
Adjusted ELO 1,532.8
Change from baseline -3.7 ELO
Industry Healthcare and life sciences Modeled score81.6 / 100 Modeled category rank#6
Baseline Consumer products
Adjusted ELO 1,539.4
Change from baseline +2.9 ELO
Industry Energy and utilities Modeled score81.5 / 100 Modeled category rank#6
Baseline Consumer products
Adjusted ELO 1,539.1
Change from baseline +2.6 ELO
Industry Financial and professional services Modeled score81.4 / 100 Modeled category rank#6
Baseline Consumer products
Adjusted ELO 1,538.6
Change from baseline +2.1 ELO
Industry Technology and telecommunications Modeled score81.4 / 100 Modeled category rank#7
Baseline Consumer products
Adjusted ELO 1,538.5
Change from baseline +2.0 ELO
Industry Retail and distribution Modeled score80.8 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,534.8
Change from baseline -1.7 ELO
Revenue Band $100M-$500M Modeled score81.3 / 100 Modeled category rank#6
Baseline $25M-$100M
Adjusted ELO 1,538.1
Change from baseline +1.6 ELO
Industry Construction and real estate Modeled score81.3 / 100 Modeled category rank#8
Baseline Consumer products
Adjusted ELO 1,537.8
Change from baseline +1.3 ELO
Industry Automotive and transportation Modeled score81.2 / 100 Modeled category rank#5
Baseline Consumer products
Adjusted ELO 1,537.5
Change from baseline +1.0 ELO
Revenue Band $500M-$2B Modeled score81.2 / 100 Modeled category rank#6
Baseline $25M-$100M
Adjusted ELO 1,537.3
Change from baseline +0.8 ELO
Industry Industrial manufacturing Modeled score81.2 / 100 Modeled category rank#6
Baseline Consumer products
Adjusted ELO 1,537.2
Change from baseline +0.7 ELO
Industry Food and beverage Modeled score81.2 / 100 Modeled category rank#7
Baseline Consumer products
Adjusted ELO 1,537.1
Change from baseline +0.6 ELO
Company Type Business services Modeled score81.0 / 100 Modeled category rank#7
Baseline Manufacturing
Adjusted ELO 1,536.2
Change from baseline -0.3 ELO
Revenue Band Over $2B Modeled score81.1 / 100 Modeled category rank#7
Baseline $25M-$100M
Adjusted ELO 1,536.4
Change from baseline -0.1 ELO
Revenue Band Under $25M Modeled score81.1 / 100 Modeled category rank#8
Baseline $25M-$100M
Adjusted ELO 1,536.4
Change from baseline -0.1 ELO
Technology Maturity High Modeled score81.1 / 100 Modeled category rank#7
Baseline Moderate
Adjusted ELO 1,536.5
Change from baseline +0.0 ELO
Cost guide
What it can cost
These estimates cover licensing, setup, integrations, staff time, security, administration, and support.
| Cost measure | Low | Base | High |
|---|---|---|---|
| First-year total | $57.8K | $91.9K | $149.2K |
| Three-year total | $121.4K | $184.7K | $288K |
| First-year cost per unit | $57.8K | $91.9K | $149.2K |
| Average annual cost per unit (over three years) | $40.5K | $61.6K | $96K |
Cost breakdown by scenario
| Component | Low | Base | High |
|---|---|---|---|
| Licensing and usage | $16.5K | $22K | $29.7K |
| Implementation | $9.6K | $16K | $27.2K |
| Integration | $12.1K | $22K | $39.6K |
| Staff time and change management | $6.3K | $9K | $12.6K |
| Security | $4.9K | $7K | $10.5K |
| Administration | $3.8K | $5K | $6.8K |
| Support | $1.9K | $2.5K | $3.4K |
Estimate assumptions: This scenario uses a category-based allowance, not a verified price for this product. Based on 1 production deployment. Confirm the vendor’s billing unit and current price or quote before budgeting.
Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.
Get started
What you need first
What you need firstSet up the basics
Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.
How to startSet clear limits
Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot
Before you scaleSet safe working rules
Recommended next action
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
Decision ownerBusiness and technology owner
STARTSet a goal and owner
Define what success looks like for a test of Stack AI and assign someone to lead it.
FIRST MONTHTest one workflow
Once the requirements above are met, compare a small trial with how your team works today.
MONTH TWOReview actual use
Track adoption, output quality, business results, and actual costs against the estimate.
MONTH THREEDecide what comes next
Use the results to decide whether to stop, adjust, or expand the pilot.
Risk profile
Required controls
Security and safe use
Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.
Exit and rollback
Export agent definitions, prompts, tools, schemas, code, memory design, evaluation sets, traces, schedules, approvals, and deployment configuration from Stack AI. Business logic is most portable when it remains in standard code and APIs; managed runtimes, connectors, memory, and observability may need rebuilding, so run parallel regression tests before redirecting traffic. The catalog status is “Active | acquired May 2026”; confirm renewal, support, successor-product, and migration rights before further commitment.
Recommended next step
Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.
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How to learn more about this tool
Where to check the product, price, security, and support.
Official product information
stackai.com
Read official information →
Reference source
stack-ai.com
View source →
Reference source
theaitoolsbox.com/tool/stack-ai-review
View source →
Research observations recorded: 1. Evidence quality: Good support.
Score history
How the rating has changed
Recorded score and category rank across research updates.
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TriVista Score 81.1/100Category rank #7
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TriVista Score 81.1/100Category rank #7
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