Decisional AI
AI agents that build, run, and self-repair commercial contractor back-office workflows
Decisional delivers on self-healing agents that actually fix themselves when steps fail. The $499/mo Growth tier is steep, but for contractors running multi-step workflows the node-level credit metering, Slack/Teams clarifications, and recent Apps feature justify the cost. If you're not in a contracting vertical, skip it—generalists like Zapier or n8n are cheaper.
Verified 3d ago · liveness 81/100 · cite: rightaichoice.com/tools/decisional-ai
- Operations teams automating repetitive business workflows in contracting verticals (roofing, HVAC, plumbing, fuel,
- Mid-market contractors managing estimates, invoices, and job costs across multiple tools
- Teams wanting AI agents that build, run, and self-repair without heavy coding
- SMBs needing reliability features like run retries and Slack clarifications
- Users needing simple trigger-action automation without AI reasoning (use Zapier or n8n)
- Enterprises requiring on-premise or VPC deployment (no option offered yet)
- Non-contractor businesses: the pre-built agents are narrowly vertical
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Skip Decisional if you're not a commercial contractor or need simple trigger-action automation—generalists like Zapier or n8n are cheaper and less complex.
Free tier limits you to 5 concurrent node executions and 1 user, so you'll hit the ceiling fast if you run multiple workflows simultaneously.
Decisional's pricing is simple but steep: Free is a toy, Growth is $499/month, Enterprise is custom. For mid-market contractors running many agents, that's competitive with hiring a data engineer. For small teams, Zapier or n8n are far cheaper, but you'll build and maintain your own workflows with less AI reasoning.
In short
Decisional AI — AI agents that build, run, and self-repair commercial contractor back-office workflows. Best for Operations teams automating repetitive business workflows in contracting verticals (roofing, HVAC, plumbing, fuel,, Mid-market contractors managing estimates, invoices, and job costs across multiple tools, Teams wanting AI agents that build, run, and self-repair without heavy coding. Free to start; paid plans from $499/mo.
What's new in Decisional AI
Checked 3 days agoAcross the latest 5 updates: 5 feature updates.
v 1.15 Claude Sonnet 5 & Smarter Defaults
Claude Sonnet 5 is now available in the builder and Claude Code node. Agent nodes now default to Claude Opus for stronger performance. Added dynamic tenant picker for multi-tenant API integrations.
v 1.14 Six New Field-Service Integrations
Added BuildOps, CompanyCam, WorkMax, XOi, MyGeotab, and Foundation Software as managed toolkits, with endpoint counts for each field-service surface.
v 1.13 Edit Your Apps Anytime
App Builder now opens a fresh session against an existing app, and approval gates show approvers exact fields. Integration toolkits auto-connect on first use.
v 1.12 Introducing Apps
Apps are now a first-class product; describe an app and Decisional builds a hosted, shareable dashboard independent of any agent. Published apps use hardened sandboxing.
v 1.11 Rate-Limit Resilience
Long runs now ride through provider rate limits instead of stalling. Failures are classified by real cause, and self-healing alerts explain repair attempts.
What people actually say about Decisional AI — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
15 mentions across 1 source (Lemmy) · researched Jul 3, 2026.
- +Self-healing agents automatically diagnose and retry failed runs.
- +Visual workflow builder mixes AI reasoning with deterministic rules and code.
- +Switches between Chat, Operator, and Build modes without losing context.
- +Node-level credit metering pauses cleanly when credits run out.
- +Public run pages with pinned chat allow stakeholder transparency.
- −No community feedback exists to validate reliability or ease of use.
- −Pricing and limits are unclear beyond a freemium tier.
- −Slack-based clarifications may disrupt workflows for non-Slack teams.
- −Designed for niche industries; general business users may need adaptations.
- −Lack of independent reviews makes it hard to trust marketing claims.
- • Node-level credit consumption may require topping up; no caps or limits disclosed
- • Premium features and model access (Claude, GPT) may incur additional charges
Viability Score
How well maintained and how widely used is Decisional AI? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: August 2026
How we score →Key Features
- Self-healing workflows: auto-diagnose, patch, and rerun failed steps
- AI agent Dex for one-off tasks and recurring automation
- Visual workflow builder with drag-and-drop node editing
- Slack- and Microsoft Teams-based human clarification when input needed
- Node-level credit metering with pause/resume
- Document intelligence: extract data from PDFs, invoices, contracts
- Spreadsheet use for long-running tasks
- 1000+ integrations and webhook triggers
- Agent runtime supports Claude Code Agents SDK (Opus 4.7, Sonnet 4.5, Haiku 4.5, Sonnet 5) and Codex (GPT-5.5)
- Agent nodes default to Claude Opus
- Pre-built industry agents for roofing, HVAC, plumbing, fuel, dealerships
- Apps: build hosted, shareable dashboards independent of agents
- Rate-limit resilience: rides through provider throttling
- Phone-number sign-in via SMS (v1.10)
- Microsoft Teams support (v1.07)
About Decisional AI
Decisional pairs the manager agent Dex with Automation Agents that build, run, and repair full business workflows for commercial contractors. It's built for roofing, HVAC, plumbing, fuel, and dealerships, automating tasks like job-cost tracking, work-order-to-invoice flows, quote generation, call booking, and shift reconciliation. Dex handles one-off tasks across your tools, plans multi-step automations, and assigns them to agent nodes, with a visual workflow builder where each step can use rules, AI, or custom code. Recent updates (v1.15) add Claude Sonnet 5, smarter defaults that pick Claude Opus for agent nodes, and a dynamic tenant picker for multi-tenant integrations. Apps (v1.12) let you build hosted, shareable dashboards independent of agents. Decisional integrates with 1000+ tools, including field-service platforms like BuildOps, CompanyCam, and WorkMax (v1.14). Pricing starts free, scales to Growth at $499/month, with Enterprise custom. It's a middle ground between general AI assistants and trigger-action tools like Zapier or n8n, adding AI reasoning and self-repair.
Behind the Verdict
Decisional is built for commercial contractors who juggle job costs, estimates, invoices, and field operations across a stack of disconnected tools. The core pitch—agents that not only run workflows but diagnose, patch, and rerun failed steps—is genuinely differentiated. The recent changelog shows a rapid pace: Claude Sonnet 5, Apps, rate-limit resilience, and six new field-service integrations (BuildOps, CompanyCam, WorkMax, XOi, MyGeotab, Foundation Software) all shipped within weeks. That's a sign the team is iterating on real pain points. The pricing, however, is a blunt instrument: the Free tier is limited to 5 concurrent nodes and one user, and the next step jumps to $499/month. There's no mid-tier option, which might be a dealbreaker for small shops. If you're in roofing, HVAC, plumbing, fuel, or dealerships, Decisional's pre-built agents and domain-specific skills can save weeks of setup. Outside those verticals, you'll be paying for built-in agents you don't need.
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Real-world workflow fit
Concrete scenarios for the personas Decisional AI actually fits — and what changes day-one when you adopt it.
Automate invoice follow-ups
Outcome: Dex builds an agent that checks QuickBooks for unpaid invoices, drafts overdue reminders in Gmail, and logs updates in your CRM, cutting manual follow-up time by hours each week.
24/7 call answering and booking
Outcome: The plumbing/HVAC agent answers calls, books appointments, and updates your field-service platform, so no lead is missed outside business hours.
Quote generation in minutes
Outcome: The dealership agent generates quotes from your inventory and pricing data, then sends proposals and tracks follow-ups, speeding up your sales cycle.
Use Cases
- Automate follow-up emails for unpaid invoices by checking payments and drafting reminders.
- Generate immediate responses to new leads and update CRM records automatically.
- Pull weekly metrics from tools and summarize changes for operations reports.
- Research prospects and start the right outreach with pre-filled context.
- Handle 24/7 call answering and booking for plumbing or HVAC contractors.
- Build interactive dashboards for operational metrics without manual coding.
Models Under the Hood
as of 2026-08-18
Limitations
- Free plan has limited usage and only 5 concurrent node executions.
- Growth plan costs $499/month with 75,000 credits per month and 100 concurrent node executions.
- Data residency options (US/EU) are only on Enterprise.
- No on-prem or VPC deployment is mentioned, and unused credits are not refunded.
as of 2026-08-21
Verification history
We have re-verified Decisional AI 5 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Decisional AI tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0
Ideal for
Solo contractor or tiny team exploring AI agents—limited usage, 1 user, 5 concurrency, enough to test a single workflow.
What this tier adds
Starting tier, free forever, gives you 1 user, any agents, 5 concurrent node executions, and Dex.
Growth
$499/mo
Ideal for
Mid-market contractors running many agents in production—unlimited users, 75k credits/mo, 100 concurrency, white-glove support.
What this tier adds
Adds unlimited users, 75,000 credits/month, unlimited workspaces, 100 concurrent executions, and white-glove support.
Enterprise
Custom
Ideal for
Large contractors with compliance and scale needs—custom credits, SSO, data residency, dedicated engineer, priority SLA.
What this tier adds
Adds custom credit volume, SSO, data residency (US/EU), dedicated solutions engineer, priority SLA, and compliance review.
Where the pricing makes sense
The company stage and team size where Decisional AI's pricing actually pencils out — and where peers do it cheaper.
Decisional's pricing is simple but steep: Free is a toy, Growth is $499/month, Enterprise is custom. For mid-market contractors running many agents, that's competitive with hiring a data engineer. For small teams, Zapier or n8n are far cheaper, but you'll build and maintain your own workflows with less AI reasoning.
Setup time & first value
How long it actually takes to get something useful out of Decisional AI — broken out by persona, not the marketing-page minute.
Free tier: get started in minutes—sign up, connect your tools, and Dex builds a workflow from a prompt. Growth: expect a few hours to configure your stack and customize agents. Enterprise: dedicated engineer helps with custom integration and compliance setup, typically days to weeks.
Switching to or from Decisional AI
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Zapier: recreate your zaps as Decisional workflows, using AI agents to handle exceptions and self-repair that Zapier can't.
- →From n8n: import your node graphs manually, leveraging Dex's AI to fill in the reasoning steps you had to code.
- ↗To Zapier: export your workflow logic and rebuild as zaps, but you'll lose AI reasoning and self-healing.
- ↗To n8n: export your node graph and rewire it as a self-hosted workflow, gaining full control but losing managed agents.
Integrations
Resources & Guides
Tutorials & Learning
Official links
Tools that pair well with Decisional AI
Common stack mates teams adopt alongside Decisional AI, with the specific reason each pairing earns its keep.
Featured Head-to-Head Comparisons
Decisional Ai vs Locus Robotics
Locus Robotics is the best pick for large-scale physical warehouse operations needing proven AMR productivity gains. Decisional AI is ideal for SMBs or teams wanting to automate office workflows with AI agents without hardware investment. They serve different automation domains and are not direct competitors.
Decisional Ai vs Presto Voice
Presto Voice dominates in QSR drive-thru automation with proven ROI (up to 6% revenue lift), best for chains. Decisional AI excels at general business workflow automation with self-healing agents, ideal for SMBs like HVAC contractors. Choose Presto for voice ordering; choose Decisional for back-office automation.
Decisional Ai vs Truleo
Truleo is a specialized intelligence platform exclusively for law enforcement, excelling at connecting siloed data like jail calls, BWC, and RMS to generate case leads automatically. Decisional AI is a versatile automation engineer for any operational business, using AI to build and repair workflows across 1000+ integrations. If you run a police department, choose Truleo. If you run a roofing or HVAC company, Decisional is far more relevant.
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