Agentic Index
Futwork vs SquadStack.ai (2026)
Futwork and SquadStack both run voice AI calling programs for Indian businesses, and Futwork publishes its prices where SquadStack quotes. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Futwork's pilot is 150,000 rupees for 25,000 AI minutes; sales use cases run at 3.75 rupees a minute plus incentives from 8 percent of revenue, and after the pilot it offers outcome prices such as 60 rupees per support ticket closed, on one year contracts. SquadStack bills per minute of AI conversation with no seat or platform fees, plus a one time setup fee per use case, quoted after a discovery call, and staffs every engagement with human advisors. Both escalate to people: Futwork to its own experts, SquadStack to its advisors. On the grid SquadStack is Full on deployment and on orchestration where Futwork is None and Partial; Futwork documents packaged use cases more fully. Choose Futwork for published and outcome based prices; choose SquadStack for a managed program with advisors.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Futwork and SquadStack.ai are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 955 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Futwork if
- Published rupee prices, including a fixed price pilot, let you model the program before a sales call.
- Paying per outcome, such as per ticket closed or per delivery confirmed, fits your business case.
- Packaged use cases for delivery, support and payments match your calling needs.
Choose SquadStack.ai if
- A managed program with human advisors and a dedicated success manager suits your team's capacity.
- Agents that speak nine Indian languages and switch mid sentence match your customers.
- A paid pilot with a no traction guarantee lowers the risk of trying it.
| Feature | F Futwork |
S SquadStack.ai |
|---|---|---|
| Action & orchestration | ||
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Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
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FutworkIntegrations & Tool Calling Futwork plugs into more than 50 platforms, CRMs and telephony providers to sync data and trigger calls, and offers an API for data flow with the customer's systems. Its developer host carries the connector list and API reference. Agents switch languages within a call, and pilot workflows combine WhatsApp messages with AI calls. SourceFutwork, futwork.com and futwork.com/pricingread 2026-10-05 |
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SquadStack.aiIntegrations & Tool Calling Two way CRM integrations connect Salesforce, Zoho, HubSpot and Meritto, alongside customer data platforms (WebEngage, MoEngage, CleverTap, Netcore), dialers (Exotel, Knowlarity, Ozonetel, Gupshup) and data stores (BigQuery, Redshift, S3), plus webhooks, so call outcomes are written back to the customer's systems. SourceSquadStack, squadstack.ai homepageread 2026-09-28 |
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Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
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FutworkWorkflow Orchestration Agents are designed as call flows in Futwork's VoiceFlow tool, where teams also configure the foundation models, with escalation to people in the loop. Beyond the call flow, Futwork names no branching multi step workflow or multi agent execution. Pilot workflows pair WhatsApp messages with AI calls for confirmations and address refinement. SourceFutwork, futwork.com, /solutions/bfsi-voice-ai and /pricingread 2026-10-05 |
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SquadStack.aiWorkflow Orchestration Campaigns run as multi step journeys across call, WhatsApp, SMS and in app, sequenced by lead priority and timing, with voice AI agents and human advisors in one flow and warm transfers between them. SquadStack's team sets up the journeys, and the customer operates no builder. SourceSquadStack, squadstack.ai homepage and Humanoid AI Agent Stack pageread 2026-09-28 |
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Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
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FutworkTriggers & Channel Coverage Agents answer inbound calls from the business's customers and place outbound calls that the customer's systems trigger through the API and integrations. Post pilot offerings are priced per delivery failure (AWB), per ticket and per payment drop off, and each of these events starts a call with no one at the business placing it. Futwork handles more than 10 million conversations a month. SourceFutwork, futwork.com and /pricingread 2026-10-05 |
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SquadStack.aiTriggers & Channel Coverage Leads arriving from the customer's CRM, customer data platforms and webhooks are prioritized and called on a schedule without anyone at the customer placing each call, across call, WhatsApp, SMS and in app, and inbound support calls are answered as well. SourceSquadStack, squadstack.ai homepageread 2026-09-28 |
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| Knowledge & context | ||
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Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
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FutworkKnowledge Grounding & RAG Agents are fine tuned for each customer's use cases and take customer data from synced CRMs, so knowledge is built into the model and supplied per call, not kept in a store the customer adds knowledge to. Futwork names no knowledge base or retrieval layer. Its forward deployed engineers work with the customer to make sure the agents work before and after launch. SourceFutwork, futwork.comread 2026-10-05 |
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SquadStack.aiKnowledge Grounding & RAG There is no knowledge base or retrieval over the customer's own documents. The agent draws on SquadStack's consumer graph and models trained on its own call data, which is SquadStack's data, not the customer's knowledge, and it carries context for each lead across calls. SourceSquadStack, squadstack.ai Conversational Superintelligence page and homepageread 2026-09-28 |
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Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
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FutworkMemory & State Persistence Across calls, Futwork names no memory the agent keeps. Ongoing fine tuning improves the model as training, and customer records live in the synced CRM as the business's own data. Futwork calls the agents self learning, meaning fine tuning that raises containment rates. SourceFutwork, futwork.comread 2026-10-05 |
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SquadStack.aiMemory & State Persistence Conversation memory persists across sessions and channels for each lead, so leads never repeat themselves. The scope is each lead, but SquadStack states no lifetime or delete path for that memory. SourceSquadStack, squadstack.ai homepageread 2026-09-28 |
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| Control & trust | ||
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Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
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FutworkHuman Oversight & Guardrails VoiceWatch escalates complex calls to Futwork's own trained experts in the loop, and the observability layer flags guardrail breaches. The humans are Futwork's service team, not a review step the customer runs. Futwork names no approval before an agent action goes through. The pilot includes one trained person in the loop. SourceFutwork, futwork.com, /solutions/bfsi-voice-ai and /pricingread 2026-10-05 |
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SquadStack.aiHuman Oversight & Guardrails Complex conversations warm transfer to a human advisor by design, locked compliance sections keep scripts from drifting, and a human layer audits sampled calls after the fact. No person approves an agent action before it commits. SourceSquadStack, squadstack.ai homepage and Humanoid AI Agent Stack pageread 2026-09-28 |
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Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
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FutworkSecurity, Identity & Governance Futwork is ISO 27001:2022 certified and guarantees that all data stays in India. It names no roles, SSO or other controls over who in the customer's organization can change an agent. For banks and lenders it pairs this with guardrails that flag breaches and live performance controls. SourceFutwork, futwork.com/solutions/bfsi-voice-ai and futwork.comread 2026-10-05 |
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SquadStack.aiSecurity, Identity & Governance SquadStack is ISO/IEC 27001:2022 and ISO 27701 certified and SOC 2 Type II compliant, with the ISO certificate published and a trust center at trust.squadstack.ai. The Control Tower's compliance audit trail is a record of activity. There are no roles, SSO or other access controls, and the SOC 2 report, unlike the ISO certificate, is not published. SourceSquadStack, squadstack.ai homepage and trust.squadstack.airead 2026-09-28 |
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Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
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FutworkObservability & Auditability An observability layer reports call metrics, latency, fine tuning suggestions and hallucination and guardrail breaches, with dashboards in the pilot, and live insights and controls continue after launch. Futwork names no per call view of the actions or tool calls the agent made. The same layer helps find edge cases and context gaps during testing. SourceFutwork, futwork.com and /pricingread 2026-10-05 |
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SquadStack.aiObservability & Auditability A call quality dashboard shows scores on 23 audit parameters for sampled calls, with filters by lead source, duration, disposition and transcript, beside conversion and drop off analytics and a compliance audit trail. There is no per call view of the actions the agent took in connected systems. SourceSquadStack, squadstack.ai Call Quality Analysis page and homepageread 2026-09-28 |
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Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
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FutworkDeployment & Data Residency Futwork guarantees 100 percent data residency in India, one fixed region the customer does not choose. It names no private, dedicated or on premises deployment. Agents go live in 7 days, and contracts run for a year after the pilot. SourceFutwork, futwork.com/solutions/bfsi-voice-ai, futwork.com and /pricingread 2026-10-05 |
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SquadStack.aiDeployment & Data Residency All models run in India, with on premise and private cloud deployment available where sensitive workflows cannot leave the enterprise boundary. SquadStack does not say how the on premise and private cloud options are delivered and supported. SourceSquadStack, squadstack.ai homepageread 2026-09-28 |
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| Solution readiness | ||
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Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
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FutworkPrebuilt Agents, Templates & Packs Ready to go agents are offered as separate use case products with their own prices. They are Delivery Support (per AWB), Customer Support (per ticket closed) and Payment Dropoff Support (per order), each doing its own job and fine tuned to the customer before launch. A Sales agent is priced at INR 3.75 a minute plus incentives, and the banking and finance use cases cover collections, onboarding and KYC, account activation and loan or card sales. SourceFutwork, futwork.com/pricing and /solutions/bfsi-voice-airead 2026-10-05 |
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SquadStack.aiPrebuilt Agents, Templates & Packs Use case solutions for sales, hiring, loan and EMI collections and customer support, and industry pages for lending, insurance, brokerage and eight other sectors, are delivered as campaigns SquadStack configures for each customer. SquadStack publishes no named prebuilt agents or templates a customer adopts. SourceSquadStack, squadstack.ai homepage and pricing pageread 2026-09-28 |
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| Platform extensibility | ||
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Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
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FutworkModel Flexibility & Routing Customers choose from multiple AI foundation models in VoiceFlow and deploy the one that fits the use case, and the pilot includes access to Futwork's platform for trying them, but Futwork names no provider or model. Whichever model is chosen, Futwork keeps fine tuning the agent to raise containment rates. SourceFutwork, futwork.com, /solutions/bfsi-voice-ai and /pricingread 2026-10-05 |
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SquadStack.aiModel Flexibility & Routing SquadStack calls the platform model agnostic. It evaluates models continuously and routes per conversation and per turn to whichever performs, with its in house Sales LLM carrying most production traffic. SquadStack makes the routing choice, not the customer, and the other models are not named. SourceSquadStack, squadstack.ai homepageread 2026-09-28 |
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APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
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FutworkAPIs, SDKs & MCP Extensibility An API pushes calls from the customer's CRM or database. Its endpoints, auth scheme and reference sit on a public developer host at business.futwork.com/developers. SourceFutwork, futwork.com homepage and business.futwork.com/developersread 2026-09-28 |
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SquadStack.aiAPIs, SDKs & MCP Extensibility Webhooks, JSON APIs and third party connectors come under lead and workflow APIs, but SquadStack publishes no API reference, endpoint list or developer portal. SourceSquadStack, squadstack.ai homepage and sitemapread 2026-09-28 |
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Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
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FutworkTesting, Debugging & Optimization Before launch, agents go through simulated tests and A/B tests with Futwork's testing tools to find edge cases and context gaps, and observability then suggests fine tuning in production. Futwork's forward deployed engineers run much of this. The pilot includes 200 free testing minutes, and Futwork cites a 34% cut in merchant support cost and a 13% rise in active customers at fintech clients. SourceFutwork, futwork.com, /pricing and /solutions/bfsi-voice-airead 2026-10-05 |
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SquadStack.aiTesting, Debugging & Optimization The ROI Optimizer runs controlled experiments on the agent's voice, prompt, channel sequence and call timing against conversion, an optimization loop on the deployed agent. SourceSquadStack, squadstack.ai homepageread 2026-09-28 |
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| Specialist automation | ||
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Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
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FutworkBrowser & Computer Use Agents work by phone and WhatsApp and reach systems through integrations. Futwork names no browser, desktop or computer control. The pilot bundles 2,000 WhatsApp messages with its call minutes. SourceFutwork, futwork.com and /pricingread 2026-10-05 |
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SquadStack.aiBrowser & Computer Use The agents work by phone, WhatsApp, SMS and in app voice and reach systems through integrations. There is no browser, desktop or computer control. SourceSquadStack, squadstack.ai homepageread 2026-09-28 |
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Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | F Futwork |
S SquadStack.ai |
|---|---|---|
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Entry price Lowest public entry point |
Pilot: ₹150,000 flat for 25,000 AI minutes; sales use cases ₹3.75 a minute plus incentives from 8% of revenue | Not public; per minute quote after a discovery call |
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Pricing confidence How public the numbers are |
Public, exact | Contact only |
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Billing Primary billing axis |
Per AI minute, plus per outcome pricing by use case after the pilot | Per minute of AI conversation, plus a one time setup fee per use case |
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Variable cost Workload / overage exposure |
High variable cost | High variable cost |
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Free tier / trial Try before you buy |
No free tier
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No free tier
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Buying motion Self-serve vs sales call |
Sales call | Sales call |
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