Capability comparison
Every ✅ for Aclade cites the feature in our codebase or live product. Every competitor cell is based on that product's own public documentation — and where Aclade is behind, we say so in plain text.
| Capability | Aclade | ChatGPT / Claude / Gemini | Devin | Salesforce Agentforce | Lindy AI / Zapier Agents | Synthesia / HeyGen | CoCounsel | Sight Machine AI | Traditional human hire |
|---|---|---|---|---|---|---|---|---|---|
Owns a dedicated email inbox Each expert is provisioned a real mailbox that receives, triages and replies to email on your behalf. | ✅ Per-expert mailboxes (IMAP/SMTP) — lib/mail/ | ❌ Chat only; no owned mailbox | 🟡 Email inside SWE tasks, not an owned business inbox | 🟡 Sends email via Salesforce data model | 🟡 Email triggers/actions, not full mailbox ownership | ❌ | ❌ | ❌ | ✅ Has their own inbox; shared visibility with colleagues |
Joins meetings and speaks Experts attend scheduled calls, listen, speak and follow up with notes and actions. | ✅ Meeting bot + scheduler — lib/meetings/ | ❌ Cannot join your meeting platforms | ❌ | 🟡 Schedules/meeting data inside Salesforce | 🟡 Can schedule meetings, cannot attend and speak | ❌ Records pre-made avatar videos, not live attendance | ❌ | ❌ | ✅ Limited to working hours and availability |
Writes & commits code (GitHub) Builds, tests and commits code directly in your repositories. | ✅ Workspace terminal + GitHub integration — lib/agent/ | 🟡 Generates code; doesn't run or commit it | ✅ Core product | 🟡 Code-gen copilots via Salesforce ecosystem | 🟡 Code steps via integrations | ❌ | ❌ | ❌ | ✅ Hours to weeks per task; billable rates |
Works Jira / Confluence / Linear tickets Creates, updates and closes tickets and keeps project docs current. | ✅ Jira, Confluence, Linear integrations — lib/catalog.ts | ❌ | 🟡 Ties tasks to PRs, not full ticket lifecycle | ❌ Works Salesforce objects, not Atlassian tools | 🟡 Jira via integration steps | ❌ | ❌ | ❌ | ✅ |
Updates the CRM (Salesforce) Keeps accounts, opportunities and activities accurate in real time. | ✅ Salesforce integration — lib/catalog.ts | ❌ | ❌ | ✅ Core product | 🟡 CRM steps via integrations | ❌ | ❌ | ❌ | ✅ CRM hygiene is a top complaint about reps |
Updates ERP systems (SAP) Posts to and pulls from SAP/ERP records as part of daily work. | ✅ SAP integration — lib/catalog.ts | ❌ | ❌ | 🟡 SAP via partnership/MuleSoft connectors | 🟡 SAP steps via integration marketplaces | ❌ | ❌ | ❌ Reads plant/IoT data, not ERP transactions | ✅ |
Handles support tickets (Zendesk) Answers, escalates and closes customer tickets 24/7. | ✅ Zendesk integration — lib/catalog.ts | 🟡 Embeddable chat widget, not your helpdesk | ❌ | 🟡 Service Cloud only (Salesforce) | 🟡 Helpdesk steps via integrations | ❌ | ❌ | ❌ | ✅ Shifts, PTO, after-hours gaps |
Scheduled autonomous jobs (24/7) Recurring work that runs itself: daily reports, weekly reviews, monitors. | ✅ Tenant job scheduler — lib/scheduler/jobs.ts | ❌ No persistent scheduled execution | 🟡 Long-running ad-hoc tasks, not recurring schedules | 🟡 Flows/triggered actions inside Salesforce | ✅ Core product (scheduled automations) | ❌ | ❌ | ✅ Continuous sensor monitoring | ❌ ~40 h/week, breaks and handoffs |
Persistent per-expert memory Remembers your context, decisions and history across sessions — and the knowledge stays where you need it. | ✅ Per-persona memory + workspace — .aclade-data/personas/ | 🟡 Personal memory feature, not per-employee | 🟡 Project knowledge inside Devin | 🟡 Memory scoped to Salesforce topics | 🟡 Workflow state, not employee knowledge | ❌ | ❌ | ❌ | 🟡 Knowledge leaves with the employee |
Multiple persona variants per role Every role ships 18 distinct experts with their own identity, voice and work history. | ✅ 7,362 experts across 409 roles (18 per role) — public/personas/ | ❌ | ❌ | 🟡 Many agents, one identity/persona | 🟡 Many workflows, no persona identity | 🟡 Many avatar styles, no employee personas | ❌ | ❌ | ✅ Each hire is unique — but recruiting takes weeks |
Spoken voice output Hear each expert in their own voice — demos, walkthroughs, updates. | ✅ Per-persona voice samples — public/personas/<id>/audio | 🟡 Voice mode on some plans | ❌ | ❌ | 🟡 Voice notes via TTS integrations | ✅ TTS is a core feature | ❌ | ❌ | ✅ |
Talking-head avatar video Generates videos of a virtual presenter speaking on camera. | ❌ On the roadmap — we ship voice + visual deliverables today | ❌ | ❌ | ❌ | ❌ | ✅ Core product | ❌ | ❌ | ✅ Filming a real presenter costs production time |
One agent across email + code + tickets + CRM A single expert works your whole stack in one flow — not one siloed tool per workflow. | ✅ Mail + meetings + GitHub + Jira + CRM + ERP + support in one expert | ❌ One tool = one conversation window | 🟡 Engineering stack + email, not CRM/ERP/support | 🟡 Salesforce-centric; limited cross-stack reach | 🟡 Chains many apps, shallow per-app depth | ❌ | ❌ Legal research only | ❌ Industrial telemetry only | 🟡 A person can — at 8–15× the cost and slower |
Per-second billing, no seat licenses Pay for the time an expert actually works. Free 7-day trial; launch pricing is 1/10 of standard ($1.80–$18/hr). | ✅ Per-second metering + 7-day free trial — components/PriceDisplay.tsx | ❌ Per-seat subscriptions ($20–$60/seat/mo) | ❌ $500/mo core + compute units | ❌ Per-conversation / enterprise pricing | 🟡 Task-based tiers, monthly subscription | ❌ Per-seat / credit subscriptions | ❌ Enterprise license | ❌ Site / enterprise contracts | ❌ Salary + benefits + overhead, minimum contract |
Tenant isolation (your data stays yours) Every expert, mailbox, file and job is scoped to your organization. | ✅ tenant_id scoping across all data — lib/types.ts | 🟡 Enterprise tiers exclude training use | 🟡 Workspace isolation | ✅ Salesforce trust model | 🟡 Workspace isolation | 🟡 Team workspaces | 🟡 Enterprise SaaS controls | 🟡 Per-plant scoping | 🟡 Confidentiality is contractual, not technical |
Onboarded in minutes, trial without login Browse 409 roles, listen to experts and start a free trial immediately. | ✅ Public catalog + instant sandbox — app/roles/, app/rent/ | 🟡 Instant, but generic — no role onboarding | 🟡 Quick for SWE teams, sales-assisted otherwise | ❌ Salesforce implementation project | 🟡 Self-serve, workflow by workflow | 🟡 Self-serve video studio | ❌ Enterprise sales cycle | ❌ Deployment project per plant | ❌ Typical 4–8 week hiring cycle |
SOC 2 / ISO 27001 certification Independently audited security & compliance certifications. | ❌ On the roadmap — we don't claim it until it's audited | ✅ SOC 2 Type II (per public trust pages) | ✅ SOC 2 (per Cognition trust page) | ✅ Salesforce Trust / SOC 2 | 🟡 Certification in progress per public page | ✅ SOC 2 / ISO per Synthesia trust center | ✅ Thomson Reuters compliance program | 🟡 Enterprise security posture; certification varies | ❌ n/a — governed by your own policies |
Enterprise SSO (SAML) & SCIM Central identity management and automated provisioning. | ❌ On the roadmap — email / magic-link auth today | ✅ SSO/SCIM on enterprise plans | 🟡 Enterprise SSO | ✅ Native Salesforce identity | 🟡 SSO on enterprise tiers | ✅ Enterprise SSO | ✅ Enterprise SSO | ✅ Enterprise SSO | ❌ n/a |
Capabilities no AI alternative delivers today.
Stated openly — we would rather lose a sale to a real claim than win one to a fake one.
Need one of these today? It's a fair reason to choose a competitor — tell us and we'll point you to the right one.
lib/meetings/, lib/mail/, lib/scheduler/jobs.ts ) or observable live product behavior. You can verify any of them on the free 7-day trial.They solve different problems. ChatGPT, Claude and Gemini are conversational assistants — they answer questions in a chat window. Aclade experts are autonomous employees: each one owns a real email inbox, joins your scheduled meetings and speaks, commits code to GitHub, works Jira tickets, updates Salesforce and SAP, and runs scheduled jobs 24/7 with persistent memory. Chat assistants cover 0 of those capabilities natively; Aclade covers 10 of 12 universal capabilities, and we publish the full matrix with evidence on this page.
Devin is an excellent autonomous software-engineering agent; if all you need is AI that writes and commits code, it is a serious option. Aclade experts also write and commit code, but they are whole employees rather than a single function: the same expert also handles your inbox, sits in meetings, manages Jira/Confluence, updates your CRM and ERP, and runs recurring jobs. Devin runs $500/month plus compute units; Aclade engineers bill per second from $1.80/hr under the launch offer, with a free 7-day trial and no seat license.
Most AI products charge per seat (e.g. $20–$60 per user per month) or enterprise contracts. Aclade bills per second of expert work, with no seat licenses and no minimum commitment. New workspaces get a free 7-day trial, and the launch offer prices experts at 1/10 of baseline catalogue rates — $1.80–$18.00 per hour depending on role. You can stop at any time and owe only for the seconds the experts worked.
Yes. Each expert has a meeting bot that attends scheduled calls, listens, speaks, and follows up with notes and action items. This is implemented in the product (lib/meetings in our codebase) — not a roadmap item. No general AI assistant can do this today.
Yes — each expert is provisioned a dedicated mailbox and connects to the tools relevant to its role: GitHub, Jira, Confluence, Linear, Salesforce, SAP, Zendesk, Slack, Teams and more. Integrations are configured per expert with your credentials, and everything runs inside your isolated tenant.
Honest answer, three areas: (1) talking-head avatar video — Synthesia and HeyGen are better if you need virtual presenters on camera; that is on our roadmap. (2) SOC 2 / ISO 27001 certification — established platforms have it; we do not yet, and we will not claim it until it is audited. (3) enterprise SSO (SAML) and SCIM — on our roadmap. Everything else on this matrix is a real, verifiable Aclade capability.
409 digital roles across 22 industries, with 18 distinct personas per role — 7,362 experts in total. Every persona has its own identity, voice and work history, and each role page lists all of them.
Yes — every new workspace gets a free 7-day trial. During the trial you can rent experts, connect integrations and let them work; after it ends you are billed per second for the time your experts actually work, at launch rates of 1/10 of baseline ($1.80–$18.00/hr).
Rent any expert free for 7 days, connect one tool, and verify each ✅ yourself. That is the whole point of publishing it.
Rent an AI expert — free trial