SimplAI
Also known as: SimplAI Studio, Datafuse Technology Private Limited, simplai.ai
Enterprise agentic AI operating system for building, orchestrating and governing multi agent systems across cloud, on premises and air gapped environments.
SimplAI is an enterprise agentic AI platform that positions itself as an operating system for AI agents, covering the path from agent design to production on one stack. It pairs a no code agent builder and a visual workflow canvas with multi agent orchestration, planning and routing, short and long term memory, retrieval grounded knowledge, and a model layer that runs and routes across multiple LLMs. Agents are published to REST APIs, outbound webhooks, embeddable widgets, MCP and A2A, with an agent card discovery endpoint and JSONRPC transport. Governance is unusually explicit for a company of this size: role and attribute based access control, environment isolation across development, staging and production, execution and decision level audit trails, runtime isolation, a secrets vault, and spend limits and usage policies enforced at agent runtime. Testing runs in two layers, curated pre launch test datasets and continuous evaluation with custom scoring rubrics across thousands of production traces. Deployment spans SimplAI cloud, customer cloud, private cloud, VPC, on premises and air gapped environments, with enterprises retaining ownership of the underlying infrastructure. A prebuilt library covers insurance, banking, mortgage, supply chain, HR and marketing agents. The company is headquartered in San Francisco with offices in Dubai and Gurugram and operates under the legal entity Datafuse Technology Private Limited.
Vendor details
Canonical URL
https://simplai.ai
Category
Multi-agent platform
Subcategory
Enterprise agentic AI platform
Funding status
Seed, approximately 2.5M USD raised across one round reported February 2026; roughly 34 employees reported May 2026
Company status
independent
Use cases & customers
Primary use cases
Target customers
Deployment options
Integrations
Prebuilt step library spanning 25 plus categories including HubSpot, Oracle, SAP, Slack, Jira, Gmail, Outlook, Snowflake, Databricks, MongoDB Atlas and Elastic, plus HTTP request nodes, reusable credentials, MCP server nodes and A2A nodes. Integration counts are stated inconsistently across first party pages as 50 plus steps, 100 plus connectors and 300 plus connectors.
In practice
A commercial insurer automates first notice of loss intake, where an agent initiates the claim, performs policy lookup and produces the FNOL report without an adjuster keying data manually.
A bank runs financial spreading and credit analysis as an agentic workflow, extracting figures from statements, validating them against policy and routing the packet onward for approval.
A regulated enterprise deploys the same agents inside an air gapped environment, keeping model calls, memory and audit trails within its own infrastructure boundary while retaining central governance.
Sources & related URLs
Related / legacy domains
Research sources
Agentic Index coverage score
12.5 / 14 capabilities · 89%
| Integrations & Tool CallingPrebuilt step library across 25 plus categories covering HubSpot, Oracle, SAP, Slack, Jira, Gmail, Outlook, Snowflake, Databricks, MongoDB Atlas and Elastic, plus HTTP request nodes, reusable credentials, MCP server nodes and A2A nodes, with a MCP Gateway exposing internal APIs as schema driven agent tools. Confidence held at medium because integration breadth is stated inconsistently across first party pages as 50 plus steps, 100 plus connectors and 300 plus connectors. SimplAI workflow builder and homepage 12 Aug 2026 | Full |
|---|---|
| Workflow OrchestrationAgent orchestration coordinates multi agent, multi step execution with native lifecycle control, supervision and recovery in production, with planning and routing that assigns tasks across agents, tools and systems by runtime state. Visual workflow canvas supports branching, foreach loops, merges, filters, parallel paths and sub agents. SimplAI homepage and workflow builder 12 Aug 2026 | Full |
| Knowledge Grounding & RAGKnowledge base is a named platform component alongside dynamic data ingestion that syncs enterprise sources in real time, with embeddings, OCR and document parsers, PDF and audio extraction, and a citations toggle set per agent. SimplAI homepage and workflow builder 12 Aug 2026 | Full |
| Human Oversight & GuardrailsGuardrail validators attach to any LLM node to block unsafe output and enforce format before a result leaves the step, with per node retry, backoff, fallback values and branch level error handling. Releases are previewed before publish and can be rolled back in one click, and spend limits, usage policies and execution guardrails are enforced at agent runtime. Graded partial because no human approval gate inside a running workflow was retrieved; oversight is preventive and post hoc rather than an in flight sign off. SimplAI homepage and workflow builder 12 Aug 2026 | Partial |
| Security, Identity & GovernanceVendor states SOC 2 Type II compliance and ISO 27001 certification with continuing annual audits, and the site footer carries SOC 2, ISO, HIPAA and GDPR badges. Product controls include runtime isolation preventing cross agent and cross tenant leakage, a native secrets vault, tool and action level permissions, network isolation with private VPCs and private endpoints, role and attribute based access control, SSO, environment isolation across development, staging and production, customer defined retention policies, BAA and DPA on enterprise contracts and a published responsible disclosure program. Confidence held at medium because the homepage compliance card uses alignment wording, designed to support SOC 2 and ISO 27001, and the pricing page lists advanced compliance as an enterprise tier feature, both of which sit awkwardly against the certification claim. SimplAI compliance blog and pricing 12 Aug 2026 | Full |
| Observability & AuditabilityRun history traces every run end to end with average latency, cost per run, tool call time, steps taken, context utilisation and prompt and completion token counts, and deep run inspection exposes inputs, outputs, tool calls, timestamps and the agent version that executed. Runs filter by status, user and date and export in full for offline analysis and compliance audits, with decision and execution level audit logs and version level tracing. SimplAI workflow builder and homepage 12 Aug 2026 | Full |
| Memory & State PersistenceShort term working memory and long term persistent memory across sessions and workflows, documented as an orchestration pillar, exposed as a per agent toggle in the builder and given a dedicated Agentic Memory product page. SimplAI homepage and workflow builder 12 Aug 2026 | Full |
| Deployment & Data ResidencyDeployment spans SimplAI cloud, customer cloud, private cloud, VPC, on premises and air gapped environments with multi cloud support and no architectural change between them, plus data isolation, customer defined retention and deletion policies set per agent or workflow, and enterprises retaining ownership of the underlying infrastructure and execution environments. Company operates from San Francisco, Dubai and Gurugram. SimplAI homepage, deployments and pricing 12 Aug 2026 | Full |
| Prebuilt Agents, Templates & PacksA published Agent Library plus 50 plus prebuilt apps available from the entry tier, with named industry agents including first notice of loss intake, inland marine underwriting, denial management, statement of values, provider fraud risk, fraud detection, credit analyst, loan processing, mortgage origination, servicing and underwriting, accounts payable and debt collection, and packs spanning insurance, banking, HR, marketing and supply chain. SimplAI homepage and agent library 12 Aug 2026 | Full |
| Triggers & Channel CoverageAgents are invoked through REST API, an embeddable script widget, a shareable public preview URL, MCP and A2A, with outbound webhooks pushing run completion events to a customer endpoint. Voice, email and Slack nodes extend reach. Graded partial because the documented Trigger Rules are intra workflow node conditions rather than external event listeners, and no schedule, cron or inbound event trigger was retrieved. SimplAI workflow builder 12 Aug 2026 | Partial |
| Model Flexibility & RoutingA model and intelligence layer runs and orchestrates agents across multiple LLMs with unified reasoning, routing and evaluation, covering LLM and vision model nodes, embeddings and voice models, with the model selected per agent in the builder. Bring your own models and fine tuning across text, vision and audio are documented but gated to the enterprise tier. SimplAI homepage and pricing 12 Aug 2026 | Full |
| APIs, SDKs & MCP ExtensibilityREST API with published chat and conversation endpoints and auto generated request samples, outbound webhooks, a one script embed widget, an SDK, and MCP plus A2A support at protocol version v0.3.0 over JSONRPC 2.0 with bearer API key auth and an agent card discovery document at /.well-known/agent-card.json. A MCP Gateway exposes internal APIs and services as secure schema driven agent tools with permissions, policies and contracts and without backend rewrites. SimplAI workflow builder and homepage 12 Aug 2026 | Full |
| Testing, Debugging & OptimizationTwo evaluation layers, curated pre launch test datasets with AI generated test cases and evaluator criteria for accuracy, structure and completeness, and continuous evaluation scoring past and future conversations with average, minimum and maximum across thousands of traces. Custom evaluators are built per use case for tone, policy compliance and factual accuracy. Step level tracing sits beside version preview and rollback, and production hardening includes validation, testing and red teaming before agents go live. SimplAI workflow builder and homepage 12 Aug 2026 | Full |
| Browser & Computer UseBrowser appears as an agent capability toggle in the agent definition step alongside memory, citations, voice, reflection and file uploads, indicating a first class browser capability exists. Graded partial at low confidence because no browser automation or computer use documentation, mechanism description or benchmark was retrieved from any first party or independent source. SimplAI workflow builder 12 Aug 2026 | Partial |
The Agentic Index coverage score grades every vendor Full, Partial or Unable to verify against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded
Pricing
$99 per month (Starter)
credits, with a hard daily run cap and per tier limits on applications, users and dataset storage
Included quota
Starter includes 40,000 credits per month, 100 runs per day, up to 14 applications, single user access and 500MB of dataset storage. The 7 day entry plan includes 5,000 credits, 50 runs per day and up to 7 applications.
What is public
Two published prices. A 7 day entry plan at no cost with 5,000 credits and 50 runs per day, and Starter at 99 dollars per month with 40,000 credits and 100 runs per day. Credit allowances, daily run caps, application limits, user counts and storage are stated for both. The enterprise tier is quote only.
Billing mechanics
Tiered subscription metered in credits with a hard daily run ceiling attached to each tier. Credits, runs per day, application count and storage all step up by tier and become custom at the enterprise level, where granular credit and rate limits are administered per organisation.
Cost watchouts
The published 99 dollar plan buys the builder rather than the governed platform. Flexible deployment to customer cloud and on premises, advanced compliance and data isolation, bring your own models, model fine tuning, observability, custom evaluations, role based access control, SSO and granular credit and rate limits are all listed as enterprise tier capabilities. Starter is also single user, so any team deployment moves to a quote.
Variable cost rationale
Credits are the primary meter and the paid entry plan also caps runs per day, so a workload that exceeds either ceiling changes the bill or stops the work, and no overage rate is published to price that. The enterprise tier is fully scoped with custom credits, custom runs per day and granular credit and rate limits, so cost is set entirely in negotiation.
Additional watchouts
Governance and deployment flexibility sit behind the enterprise tier, so the visible price does not represent the product an enterprise buyer would actually run. The free plan is a 7 day trial rather than a permanent tier. A referenced Scale up plan is missing from the published ladder. An independent review published in July 2026 stated that SimplAI has no publicly listed self serve plan and is custom enterprise pricing only, which the live pricing page contradicts.
Overage / add-ons
Not documented. The page states volume based pricing and pay for what you use, but publishes no credit overage rate and does not say what happens when the monthly credit pool or the daily run cap is exhausted.
Sales call required
Mixed (some tiers require a call)
Free / trial
Entry plan shown at 0 dollars free for 7 days, with 5,000 credits and 50 runs per day
Lowest paid plan
Starter
Commercial notes
Self serve registration and a public paid plan mean the entry motion does not require a sales call, which is unusual in the enterprise agent platform tier where most peers are contact only. The enterprise motion is demo led and carries custom contracts, BAA and DPA, white glove onboarding, implementation and professional services, dedicated account management and stated go live support.
Key ambiguities
The plan labelled Free displays a struck through 5 dollar figure next to 0 dollars free for 7 days, so it reads as a time limited trial rather than a permanent free tier. Separately, the enterprise tier is described as everything in Scale up plus, but no Scale up plan appears on the page, so at least one tier is missing from the published ladder.
Missing data
No credit overage rate, no definition of what one credit buys, no model cost pass through detail, no seat or team pricing between Starter and enterprise, no published enterprise floor, and no annual commitment discount.
Related vendors
- CrewAI — Open-source multi-agent orchestration framework for building…
- Relevance AI — Platform for building and deploying a workforce of AI agents with a…
- Agent Zero — Open-source multi-agent framework with its own Linux-VM agent,…
- Akka — Enterprise agentic AI platform that builds and runs multi agent…
- Artian — Enterprise multi agent AI platform for financial services: a Planner…
- Databricks Mosaic AI — Databricks Mosaic AI platform for building, deploying, and…
Alternatives to SimplAI
The closest documented capability profiles to SimplAI among multi-agent platforms tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.
- CrewAI13.0 / 14Fuller documented coverage on Human Oversight & Guardrails and Triggers & Channel Coverage
- Databricks Mosaic AI12.0 / 14Fuller documented coverage on Human Oversight & Guardrails
- Dataiku12.0 / 14Fuller documented coverage on Human Oversight & Guardrails
- Legion Intelligence12.0 / 14Fuller documented coverage on Human Oversight & Guardrails
- Rasa12.5 / 14Fuller documented coverage on Human Oversight & Guardrails and Triggers & Channel Coverage
- Akka12.0 / 14Fuller documented coverage on Human Oversight & Guardrails and Triggers & Channel Coverage
Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded