AI ToolAI Agents

Adapt

Adapt is an AI coworker that lives in Slack and web apps, pulling live data from connected business tools to answer questions, automate workflows, and run analyses.

Adapt is an AI coworker, priced at $50/month on the Pro plan, integrating with Slack, HubSpot, Stripe, and Gmail. InnovaAI scores it 4.1/10 for agency adoption, best for Account Executive, Project Manager, and Operations Manager roles handling 5+ client meetings per week.

Situational Fit4.1/10

Agency Audit

Adapt is an AI coworker that lives in Slack and web apps, pulling live data from your connected tools (HubSpot, Salesforce, Stripe, Zendesk, Notion, Linear, GitHub) to answer questions, automate workflows, and run analyses without leaving chat. For digital agencies, it eliminates repetitive data requests across Account Executives, Project Managers, and Operations teams by centralizing access to client account status, campaign performance, and cross-functional visibility. Best suited for growth-stage teams that spend 5+ hours weekly answering ad-hoc data questions or pulling reports manually.

Situational FitNo WLTiered
Seats

5recommended

Est. Hours Saved

80/mo

Net Capacity

$5,950/mo

Friction

Moderate

Illustrative scenario. Not a guarantee. Net capacity is the value of reclaimed time at $75/hr, less the lowest verified paid base plan (flat plan cost is shared). Hours saved come from the service estimate; implementation, taxes, and unprovided usage charges are excluded.

Situational Fit
Fit41
$100 free credits
Visit Adapt
Best For Your Team
  • Account Executive handling client call preparation and account research
  • Project Manager handling project status updates and cross-functional syncing
  • Operations Manager handling daily leadership briefings and risk detection
Not Ideal If
  • Your agency operates with a single CRM and minimal tool integration; Adapt's value compounds only when you have 3+ connected data sources to query.
  • Your team prefers email or scheduled reports over real-time Slack queries; Adapt is optimized for synchronous, in-the-moment questions and loses ROI in async-first cultures.
  • You cannot commit to team-wide Slack adoption; Adapt requires at least 5 active users querying it regularly to justify the monthly cost and setup effort.

Internal Adoption Path

Team Subscription

$50/mo

$50/mo flat plan

Time Saved Monthly

80 hr/mo

5 seats × 16 hr each

Value of Reclaimed Time

$6,000/mo

modeled at $75/hr labor rate

Net Capacity

$5,950/mo

value − subscription cost

In this model, 5 seats reclaim 80 hours of team time each month. Valued at $75/hr that is $6,000/mo, and after the $50/mo subscription it leaves $5,950/mo of capacity for billable client work.

Illustrative scenario. Not a guarantee. Uses the lowest verified paid base plan. Implementation, taxes, and unprovided usage charges are excluded.

Platform Features

Core capabilities of Adapt

Live data queries in Slack

Tag @Adapt in any Slack channel to ask questions across connected tools (HubSpot, Salesforce, Zendesk, Stripe, Notion, Linear, GitHub). Account Executives use this to pull full account context before client calls without leaving chat; Operations teams deflect repetitive data requests to Adapt instead of manually pulling reports.

Automated workflow execution

Adapt runs multi-step processes across connected systems on a schedule or on-demand. Project Managers use this to sync status updates from Linear to Notion, or to escalate overdue tickets from Zendesk to Slack. Eliminates manual data entry and reduces cross-functional visibility delays.

Daily briefings and risk detection

Founders and Operations leads receive scheduled Slack summaries of revenue, campaign performance, and anomalies without requesting reports. Adapt continuously monitors connected data sources and alerts leadership to drops, blockers, or opportunities in real time.

Campaign performance and attribution analysis

Marketing teams query Adapt to analyze CAC, channel performance, and attribution across Stripe, HubSpot, and ad platforms. Replaces manual spreadsheet reconciliation and gives marketers a single source of truth for ROI by campaign.

Cross-functional system synchronization

Adapt keeps data in sync across Salesforce, HubSpot, Zendesk, Linear, and Notion without manual exports or Zapier chains. Account Executives and Project Managers see consistent client and project state across all tools, reducing confusion and rework.

Prospect intelligence and call prep automation

Account Executives tag @Adapt before a prospect call to auto-generate a briefing: company background, recent interactions, open opportunities, and talking points pulled from email, CRM, and web research integrations. Cuts call-prep time from 15 minutes to 2 minutes.

What Makes Adapt Different

Unique advantages vs similar tools in this niche

Integrated coworker that takes action, not just search

vs Enterprise search tools like Glean that only surface documents

Adapt holds live context from every connected tool, reasons over it, and takes action, it does not just surface documents, it does the work and cites its sources.

No-code app and dashboard creation from natural language

vs Traditional BI tools requiring SQL or developer skills

Describe what you need and Adapt builds internal tools, calculators, and dashboards instantly with no technical knowledge required.

Usage-based pricing with no seat limits

vs Per-seat SaaS pricing that penalizes broad adoption

Pay for intelligence, not seats, no wasted subscriptions, no unused seats, and no minimums.

Latest Updates

Recent releases and improvements for Adapt

Policies and Groups

New2026-07-17

New capabilities for configurable group-based permissions for integrations access, with natural-language policies for how integrations are accessed.

Messages integrations

New2026-07-17

Support for integration with iMessage, RCS, and SMS so users can access Adapt integrations, knowledge, and agent sandbox directly from their messages app.

Premium integrations for research

New2026-07-17

The Adapt search agent can now pull from additional data sources such as LinkedIn and SimilarWeb without prior configuration, enabling deeper market and lead research.

Gate pull requests on Adapt's review

Improvement2026-07-17

The Adapt reviewer can now be gated to block pull requests pending a shippable score, leveraging Adapt's integrations, sandbox, and knowledge layer for high-quality code delivery.

Bring your own Shopify app

New2026-07-17

E-commerce operators can now bring their own Shopify app and let Adapt handle token refresh and webhook endpoints.

Value Equation

Outcome-likelihood-time-effort assessment for Adapt

Limited agency channel

Adapt scored below the agency-resellability threshold (agency_fit_score < 50). The Value Equation projects agency-side outcomes, which don't apply to tools without a clear resell pathway.

Contact Adapt

Pricing

Adapt platform cost to your agency

Pro: $50/mo

$100 free credits

Pro

$50/mo
  • Get up to 10% bonus credits
  • Simple: 1 credit = $0.01 of usage
  • Automatic recharge to avoid interruptions
  • Premium research integrations
Enterprise

Enterprise

Custom
  • Dedicated AI engineer
  • Discounts for committed usage
  • Invoicing available
  • Premium research integrations

No verified white-label program for Adapt: client-facing delivery runs under the platform's native branding.

Market Intelligence

Offer + scale economics for Adapt

Limited agency channel

Adapt scored below the agency-resellability threshold (agency_fit_score < 50). It's a useful tool but not designed for white-labeled or retainer-based reselling, so we don't publish productized offer economics for it.

Contact Adapt

Investment Decision Framework

Strategic vetting analysis for Adapt

Vetting Verdict

Situational Fit

Fit depends on your client mix

Agency Fit(white-label + resell pathway)
41/100
0255075100
Resell Friction(WL + mode + complexity)
85/100
0255075100

Buy If

5
STRATEGIC DRIVER

Your Founder or Operations lead needs daily briefings on revenue, campaign performance, and risk signals across multiple tools; Adapt automates this as a scheduled Slack summary without manual report-pulling.

OPERATIONAL FIT

Your Account Executives spend 3+ hours per week gathering client account snapshots before calls (open tickets, recent touchpoints, contract status) and Adapt can pull this from Zendesk, HubSpot, and Salesforce in one Slack query.

OPERATIONAL FIT

Your Project Managers field repetitive questions about project status, budget burn, and cross-functional blockers that live in Linear, GitHub, and Notion; Adapt deflects these by surfacing live dashboards in Slack.

OPERATIONAL FIT

Your team uses 5+ connected business tools (CRM, project management, billing, support) and currently maintains manual spreadsheets or Slack bots to sync data; Adapt unifies these into one queryable brain.

OPERATIONAL FIT

You have 5+ team members asking data questions weekly; the payback period on Adapt's Pro plan is typically 2-3 months once adoption reaches critical mass.

Skip If

5
CAUTION

Your agency operates with a single CRM and minimal tool integration; Adapt's value compounds only when you have 3+ connected data sources to query.

CAUTION

Your team prefers email or scheduled reports over real-time Slack queries; Adapt is optimized for synchronous, in-the-moment questions and loses ROI in async-first cultures.

CAUTION

You cannot commit to team-wide Slack adoption; Adapt requires at least 5 active users querying it regularly to justify the monthly cost and setup effort.

CAUTION

Your client data is highly sensitive or subject to strict compliance requirements (HIPAA, FedRAMP) and you cannot route it through a third-party API aggregator; Adapt does not publish compliance certifications beyond SOC 2 Type II.

CAUTION

Your workflows are highly custom or proprietary; Adapt works best with standard integrations (HubSpot, Salesforce, Stripe, Zendesk) and requires engineering time to connect non-standard APIs.

Bottom Line

Adapt is an AI coworker that lives in Slack and web apps, pulling live data from your connected tools (HubSpot, Salesforce, Stripe, Zendesk, Notion, Linear, GitHub) to answer questions, automate workflows, and run analyses without leaving chat. For digital agencies, it eliminates repetitive data requests across Account Executives, Project Managers, and Operations teams by centralizing access to client account status, campaign performance, and cross-functional visibility. Best suited for growth-stage teams that spend 5+ hours weekly answering ad-hoc data questions or pulling reports manually.

Reality Check

Trade-offs & Gotchas

Adapt requires team-wide adoption of a Slack-first workflow; isolated adoption by one person yields minimal ROI. Setup involves connecting your full API stack and training the model on your business context, which takes 1-2 weeks. Pricing scales with usage, not seats, so high-volume query teams may face cost surprises without monitoring.

Implementation Reality

Moderate effort: standard configuration with some customization needed

Effort: 4/10Time: 4/10

Academy for Adapt

Work through it in order: the course for this service first, then the modules behind it.

Core concepts

The mental model you need to price and scope the work.

  1. Wiring Over WidgetsConcept

    The AI agent itself is a commodity, but the value for agencies lies in the integration layer: connecting a pre-built agent to a client's CRM, calendar, and review cycle. This framework shifts focus from selecting the 'best' agent to mastering the wiring process. For example, an agency using Vendasta's white-label AI receptionist for a local business must configure it to match the client's booking rules and follow-up cadence, turning a generic tool into a tailored service. As agentic AI adoption grows (77% of decision-makers now run agents in production), clients expect this customization. Agencies that treat agents as components and invest in repeatable wiring processes can charge retainers for ongoing optimization, rather than one-off setup fees.

  2. Wiring Over WidgetsConcept

    The AI agent market sells finished workers, but the strategic value for agencies lies not in the agent itself, which is increasingly a commodity, but in the wiring that connects it to a specific client's CRM, calendar, and review cycle. This framework, 'Wiring Over Widgets,' argues that agencies that treat agents as components rather than products win. The agent is the widget; the wiring is the integration, customization, and ongoing optimization that turns a generic tool into a tailored solution. For example, a white-label platform like Vendasta provides AI employees, but the agency's role is to configure them for each local business's unique lead flow and follow-up process. This wiring is where retainer pricing originates, as it requires ongoing maintenance and adjustment. Recent research shows that 88% of B2B marketers face foundational gaps, meaning clients need help not just deploying agents, but ensuring their operations can support them. Agencies that master the wiring can charge a premium for the irreducible value they add.

  3. Integration MoatConcept

    The Integration Moat framework holds that the durability of an AI agent engagement is determined by how deeply the agent is wired into a client's existing systems, not by the agent's underlying capability. Since the agent itself is increasingly a commodity, the switching cost for the client lives in the integrations: the CRM fields mapped, the calendar sync, the review-cycle triggers, and the exception-handling rules. Agencies that invest in this wiring create a moat that competitors offering generic agents cannot cross. For example, a white-label platform like Vendasta lets an agency deploy an AI receptionist for a local business, but the real value is in configuring it to the client's booking flow and follow-up cadence. With 77% of AI decision-makers now running agentic AI in production, clients expect this depth, and agencies that deliver it convert one-off projects into retainers.

13 modules selected for Adapt

Frequently Asked Questions

Answers about pricing, setup, implementation

Adapt is an AI coworker that integrates into Slack and web apps to answer questions, automate workflows, and run analyses by pulling live data from your connected business tools. It connects to HubSpot, Salesforce, Stripe, Zendesk, Notion, Linear, GitHub, and other platforms via API, then builds a company brain from that context. Teams tag @Adapt in Slack to get instant answers, run scheduled reports, or automate multi-step processes without leaving chat.

Adapt uses a credit-based pricing model, not per-seat licensing. The Pro plan costs $50 per month and includes up to 10% bonus credits, automatic recharge to avoid interruptions, and premium research integrations. Enterprise plans are custom-priced and include a dedicated AI engineer, discounts for committed usage, and invoicing. Contact Adapt sales for an Enterprise quote.

Account Executives save time on call prep and account research by querying live CRM and support data in Slack. Project Managers use Adapt to deflect status questions and sync cross-functional tools (Linear, Notion, Zendesk) without manual updates. Operations and Founders get automated daily briefings and risk detection across revenue, campaigns, and projects. Strategists use Adapt to analyze campaign performance and attribution insights from Stripe and ad platforms.

Conservative estimate is 3-5 hours per week per active user once the team reaches critical mass (5+ people querying regularly). Account Executives save 2-3 hours on call prep and account research. Project Managers save 2-4 hours on status updates and cross-functional syncing. Operations and Founders save 1-2 hours on report-pulling and briefing prep. Payback period on the Pro plan is typically 2-3 months for a 5-person team.

Initial setup takes 1-2 weeks. You connect your API stack (CRM, project management, billing, support tools), train Adapt on your business context and terminology, and run a pilot with 2-3 power users before rolling out to the full team. Adapt provides onboarding support, but no dedicated implementation engineer is included in the Pro plan; Enterprise customers get a dedicated AI engineer.

Adapt integrates with Slack, HubSpot, Salesforce, Stripe, Gmail, Notion, Linear, GitHub, Zendesk, and Shopify out of the box. If you use other tools, Adapt can connect via custom API integrations, though this may require engineering support. Check the full integration list on Adapt's website or contact sales to confirm compatibility with your specific stack.

Adapt does not store or retain your business data after cancellation. Your data remains in your connected tools (HubSpot, Salesforce, Notion, etc.). Adapt's brain is built from live API queries, not a copy of your data, so there is no data export or migration step required when you leave.

Yes, but Adapt's ROI is low with isolated adoption. Starting with one team (e.g., Sales or Operations) is a valid pilot, but the tool becomes most valuable once 5+ people across multiple teams are querying it regularly. Plan for a 4-6 week rollout from pilot to company-wide adoption to justify the monthly cost.