August 12, 2026

Best AI Recruiting Tools That Integrate with Ashby | Weekday

Weekday connects directly with Ashby, giving recruiters AI sourcing without leaving their ATS. Compare the best AI recruiting tools built for Ashby in 2026.

Best AI Recruiting Tools That Integrate with Ashby | Weekday

Weekday connects directly with Ashby, giving recruiters AI sourcing without leaving their ATS. Compare the best AI recruiting tools built for Ashby in 2026.

If you use Ashby as your ATS, you already know it punches above its weight. Strong analytics, built-in scheduling, a native CRM. But sourcing passive candidates at scale? That gap is real, and it is exactly where third-party AI tools earn their seat at the table. This guide covers the eight best AI recruiting tools that integrate with Ashby in 2026, ranked by how well they fill that gap without duplicating what Ashby already does. Weekday tops the list for teams that want full-market reach into passive talent and done-for-you outreach synced cleanly to their Ashby pipeline.

Why AI Recruiting Tools for Ashby Users Matter in 2026

Ashby is purpose-built for data-driven recruiting teams. It consolidates applicant tracking, CRM, scheduling, and analytics into one platform, which means most Ashby users are not looking for another ATS. What they need is sourcing power. Ashby's own AI features are built to assist with pipeline management and candidate review, but deep outbound sourcing across passive talent requires a dedicated layer. That is where AI recruiting tools come in, and getting the integration right is the difference between faster hiring and more manual data entry.

The Core Gaps Ashby Users Are Trying to Fill

  • Passive candidate access: Ashby's native sourcing reaches active candidates; most of the talent market is not actively applying.
  • Multi-channel outreach at scale: Email sequences alone leave response rates on the table.
  • Automated candidate discovery: Recruiters should not be building Boolean searches from scratch for every role.
  • Clean ATS sync: Sourced candidates need to flow directly into Ashby without copy-paste or manual entry.

AI recruiting tools solve these problems by combining large talent databases, automated outreach, and deep Ashby integrations that keep the ATS as the system of record. Weekday goes a step further by adding WhatsApp and phone to the outreach stack, reaching candidates where they actually respond.

What to Look for in an AI Recruiting Tool for Ashby

Not every tool that claims an "Ashby integration" delivers the same depth. Some push candidates one-way as prospects. Others write back to the candidate record with full bidirectional sync. The gap matters enormously for reporting accuracy and pipeline hygiene. When evaluating AI recruiting tools for your Ashby setup, look for the following capabilities.

Key Features That Matter for Ashby-Integrated AI Sourcing

  • Bidirectional sync: Candidate status, outreach history, and stage changes should flow both ways between the tool and Ashby.
  • Passive candidate reach: The tool should surface professionals who would never apply on their own, not just those with active resumes.
  • Multi-channel outreach: Email alone has limits. The best tools add phone, WhatsApp, or SMS to the mix.
  • AI-drafted messaging: Personalized outreach at scale without manual copywriting per candidate.
  • Database depth and quality: Profile count matters less than verified contact data and enriched professional context.
  • Deduplication: The tool should check whether a candidate already exists in your Ashby database before adding them.

Weekday checks each of these boxes, combining a 300M+ profile database with automated outreach across email, WhatsApp, and phone, all synced back to Ashby through a native integration. The teams that get the most out of this stack are those using Weekday to fill the top of the funnel while Ashby handles everything downstream.

How Recruiting Teams Use AI Tools to Source Candidates in Ashby

Smart recruiting teams treat Ashby as the system of record and layer AI sourcing tools on top to accelerate the front end of the funnel. Here is how the highest-performing teams structure their workflow.

Proactive Outbound Sourcing

Using Weekday's Subscription (Copilot) model, recruiting teams search a 300M+ database with AI-enabled smart filters, identify passive candidates who match the role, and trigger automated outreach across email, WhatsApp, and phone. Interested candidates route directly back to the team inside Ashby.

Done-for-You Hiring for Lean Teams

Smaller teams without dedicated recruiting bandwidth use Weekday's Contingency (White Glove/Autopilot) model. A dedicated senior recruiter runs sourcing, outreach, and interview scheduling end to end. The hiring team only joins for the interviews. Interested candidates land in Ashby ready to move through the pipeline.

Free Resume Screening on Inbound

Weekday's free AI Resume Screener handles inbound applicants by ranking them on contextual fit rather than keyword matching. This frees recruiter time for outbound work without adding to the tool budget.

Natural Language Candidate Search

Tools like Juicebox let recruiters describe the candidate they need in plain English rather than building Boolean queries, then push matched profiles directly into Ashby with deduplication intact.

Multi-Source Passive Discovery

HireEZ and SeekOut aggregate profiles across dozens of data sources including GitHub and academic publications, expanding the reachable candidate pool beyond what LinkedIn alone provides, then sync sourced candidates into Ashby pipelines.

Sourcing Attribution and CRM Sequencing

Gem and Fetcher connect outreach sequences and candidate touchpoints to the Ashby pipeline, giving recruiting teams sourcing attribution data and a view of which channels produce hires.

Weekday stands apart from the rest of this list because it does not just find candidates. It reaches out to them across email, WhatsApp, and phone and delivers interested, pre-vetted candidates to your calendar. Every other tool on this list surfaces profiles. Weekday gets you responses.

Competitor Comparison: AI Recruiting Tools for Ashby

This table gives you a quick view of how the eight tools on this list compare across the dimensions that matter most for Ashby users.

Tool Ashby Integration Primary Use Case Outreach Channels Database Size Best For
Weekday Native (ATS sync + Chrome extension) Proactive outbound sourcing Email, WhatsApp, Phone 300M+ profiles Tech and engineering hiring, India-focused; seed to enterprise
Gem Bidirectional sync Sourcing CRM and outreach sequences Email, LinkedIn InMail 800M+ profiles Mid-market to enterprise teams running multi-month outbound
hireEZ Bidirectional sync Multi-source passive candidate discovery Email, LinkedIn InMail, SMS 800M+ profiles High-volume technical sourcing across multiple channels
SeekOut Export to Ashby (prospects) Talent intelligence and diversity sourcing Email 1B+ profiles Enterprise teams with DEI mandates and technical hiring needs
Juicebox (PeopleGPT) Bidirectional sync (Business/Enterprise plan) Natural language candidate search Email (auto) 800M+ profiles Lean startup and agency teams who want self-serve AI search
Fetcher Bidirectional sync Automated sourcing-as-a-service Email 500M+ profiles Mid-size teams that want AI to deliver vetted candidates automatically
LinkedIn Recruiter Native (Recruiter System Connect) Professional network sourcing LinkedIn InMail 1B+ (LinkedIn network only) Teams using LinkedIn as the primary sourcing channel
Metaview Bidirectional (writes structured data to Ashby) Interview intelligence and scoring N/A (post-sourcing) N/A Teams that want AI note-taking and scorecard sync in Ashby

Weekday is the only tool on this list that combines multi-channel automated outreach (email, WhatsApp, and phone) with a native Ashby integration. Every other sourcing tool relies on email alone or LinkedIn InMail. For teams hiring in India or targeting passive professionals who do not respond to cold email, that distinction is the whole point.

8 Best AI Recruiting Tools That Integrate with Ashby in 2026

1. Weekday

Weekday is a proactive hiring platform built on India's largest database of white-collar professionals, with 300M+ verified profiles across India and the US. It integrates natively with Ashby through 20+ third-party API integrations plus a Chrome extension, so interested candidates route directly back to your Ashby pipeline without manual entry. Weekday is the right tool when the goal is reaching passive candidates, not just active job-seekers, and when multi-channel outreach is the mechanism that makes that possible.

Key Features

  • 300M+ Profile Database: Covers white-collar professionals across India and the US with verified contact data, built by partnering with 20+ data providers, running Weekday's own job board, and operating a Chrome extension and API integrations.
  • Multi-Channel Automated Outreach: AI drafts personalized outreach messages and sends automated follow-ups across email, WhatsApp, and phone. India runs on WhatsApp, and Weekday's outreach stack reflects that. Research shows that WhatsApp outreach drives significantly higher candidate engagement than cold email in 2026.
  • Native Ashby Integration: Sourced and interested candidates sync into Ashby through Weekday's integration layer, keeping Ashby as the system of record without copy-paste.

Ashby-Specific Offerings

  • Subscription (Copilot mode): Self-serve access to the 300M+ database with AI-enabled smart filters, plus done-for-you outreach. Best for larger teams with an in-house recruiting function.
  • Contingency (White Glove/Autopilot): A dedicated senior recruiter runs sourcing, outreach, and interview scheduling end to end. Success-fee based. Best for smaller teams with less recruiting bandwidth.
  • Free AI Resume Screener: Screens inbound applicants at no cost, ranking by contextual fit rather than keywords.

Pricing: Subscription plans are custom-quoted (self-serve database access plus outreach credits). Contingency is success-fee based. The AI Resume Screener is free. Contact Weekday directly for current rates.

Pros

  • Only tool on this list that reaches candidates across email, WhatsApp, and phone
  • 50%+ response rate on outbound campaigns
  • Native Ashby integration with Chrome extension support
  • Two distinct hiring models let teams choose based on bandwidth (Copilot for self-serve, Autopilot for done-for-you)
  • Free AI Resume Screener included at no cost
  • Y Combinator-backed; trusted by approximately 2,000 companies from seed to enterprise
  • Reaches passive candidates who would never apply on their own

Cons

  • Strongest database coverage in India; US coverage is growing but not the primary focus
  • Contingency model requires trusting a dedicated recruiter to represent your brand in outreach
  • Pricing is not self-serve; requires a conversation to get started

Pryce Adade-Yebesi of Utopia Labs called Weekday "by far the best tool I've used for sourcing interested and excited candidates." Srijan Shetty of Fuze Finance put it plainly: "Hired our engineering backbone from Weekday." For teams using Ashby who want to stop waiting for the best talent to apply, Weekday is the most complete outbound layer available.

2. Gem

Gem is a talent engagement platform that combines AI-powered sourcing, automated outreach sequences, and pipeline analytics. It integrates with Ashby to sync candidates bidirectionally, track sourcing attribution, and connect outreach activity to downstream hiring outcomes. Gem is one of the most widely used sourcing tools among companies that run Ashby, particularly for teams doing multi-month senior outbound.

Key Features

  • AI-powered candidate search across an 800M+ profile database with 1-click add from LinkedIn and 20+ sourcing sites
  • Automated personalized outreach sequences via email and LinkedIn InMail
  • Sourcing attribution reporting that connects top-of-funnel activity to hires

Ashby-Specific Offerings

  • Bidirectional sync between Gem and Ashby for candidate data, interview feedback, and stage changes
  • Outreach sequences and candidate touchpoints synced back to the Ashby pipeline
  • Sourcing attribution data visible within Ashby reporting

Pricing: Starts at approximately $135/month for the Startups plan (500 AI sourcing credits, ATS, analytics, CRM, scheduling, and outreach automation). Upper tiers are custom-quoted per seat.

Pros

  • Deep Ashby integration with bidirectional sync
  • Strong pipeline analytics that often exceed what ATS platforms provide natively
  • Broad 50+ integration ecosystem including Ashby, BambooHR, Checkr, GitHub, and CoderPad
  • Good fit for teams running multi-month senior outbound campaigns

Cons

  • Outreach limited to email and LinkedIn InMail; no WhatsApp or phone
  • Pricing can scale quickly for larger teams; some users report it as expensive
  • Gem is also building its own ATS, which may create conflicting incentives around ATS integration quality over time

3. hireEZ

hireEZ (formerly Hiretual) is an AI-powered sourcing platform that aggregates candidate data from 45+ networks and open web sources including GitHub, Stack Overflow, and patent databases. Its Ashby integration syncs sourced candidates and outreach history into Ashby pipelines with bidirectional updates as candidates move through stages. It is most useful for teams with high-volume sourcing requirements across multiple channels.

Key Features

  • Candidate aggregation across 45+ networks and open web sources with 800M+ profiles
  • AI candidate matching with skills scoring to rank profiles against role requirements
  • Outreach spanning email, LinkedIn InMail, and SMS

Ashby-Specific Offerings

  • Bidirectional ATS sync with Ashby: sourced candidates and outreach history flow into Ashby pipelines with stage updates
  • 100+ ATS, CRM, and HRIS connections including Ashby
  • EZ Agent scheduling automation integrates with the Ashby workflow

Pricing: Custom quote. Per-seat negotiated rates typically fall in the $3,500 to $8,000 annual range, with a median annual contract around $13,000.

Pros

  • Broadest source coverage for technical roles (GitHub, Stack Overflow, patents)
  • Multi-channel outreach including email, InMail, and SMS
  • Strong fit for high-volume sourcing across technical and niche specializations
  • Bidirectional Ashby sync keeps ATS data clean

Cons

  • Strength is breadth of source coverage rather than depth of AI matching
  • Teams already paying for LinkedIn Recruiter may find partial overlap on general sourcing
  • Pricing requires a discovery call; no self-serve trial
  • Email finder accuracy varies by role and region

4. SeekOut

SeekOut is a talent intelligence platform with a 1B+ profile database built from 50+ data sources. It integrates with Ashby by allowing export of candidate data from SeekOut directly into Ashby candidate profiles, complete with contact information and work and education history. Candidates are sent to Ashby as prospects or attached to an existing job. SeekOut's strength is in diversity sourcing and technical recruiting.

Key Features

  • 1B+ profile database with context-aware AI search across 800M+ open-web records
  • DEI filters, funnel equity metrics, and OFCCP/EEOC compliance tools
  • SeekOut Workspaces: agentic AI that generates search criteria from job postings and runs multi-step outreach campaigns autonomously

Ashby-Specific Offerings

  • Export candidate data from SeekOut into Ashby candidate profiles with contact data and professional history intact
  • ATS candidate rediscovery to surface past applicants who now match open roles
  • Integrates with 20+ ATS and CRM systems including Ashby

Pricing: Published list price starts at $833/seat/month billed annually. Negotiated rates from verified contract data range from $3,000 to $9,000 per seat annually, with a median annual contract around $20,000. A self-serve Recruit Lite plan is available at $2,150/year for solo sourcers.

Pros

  • Best-in-class diversity sourcing filters in the category
  • Deep technical profile analysis including GitHub, patents, and publications
  • Large 1B+ profile database with broad coverage
  • Agentic AI (Workspaces) automates from job description to candidate outreach

Cons

  • Ashby integration exports candidates as prospects; not the deepest bidirectional sync on this list
  • Enterprise pricing puts it out of reach for most seed and Series A teams
  • No monthly billing option; minimum one-year commitment required
  • Outreach is email-only by default; no WhatsApp or phone

5. Juicebox (PeopleGPT)

Juicebox, originally launched as PeopleGPT, is an AI-native talent sourcing platform that lets recruiters search 800M+ candidate profiles using plain English queries instead of Boolean strings. It integrates with Ashby to export candidates to specific jobs with deduplication, tags, and notes intact, and two-way sync keeps stages and status aligned. The Ashby integration is available on Business and Enterprise plans.

Key Features

  • Natural language candidate search ("senior backend engineer in Austin with fintech experience") across 800M+ profiles from 30+ data sources
  • AI Agents ($199/month add-on) that run searches autonomously 24/7, learn from approvals and rejections, and deliver fresh candidate lists
  • Two-way sync with 41 ATS systems including Ashby, Greenhouse, Lever, and Workday

Ashby-Specific Offerings

  • Export candidates to specific Ashby jobs with deduplication, tags, and notes intact
  • Bidirectional sync keeps Ashby stage updates reflected in Juicebox
  • Auto re-export refreshes shortlists as markets change

Pricing: Starter at $119/seat/month ($99 billed annually); Growth at $199/seat/month ($179 billed annually); Business and Enterprise are custom. AI Agents are a $199/month add-on. Ashby ATS sync is available on Business and above plans.

Pros

  • Natural language search removes the need for Boolean expertise
  • Clean Ashby integration with deduplication and notes preserved
  • Transparent published pricing with a free tier for evaluation
  • Strong for lean startup and agency teams who want self-serve AI sourcing

Cons

  • Ashby ATS integration requires Business or Enterprise plan; Starter and Growth users cannot sync directly
  • Outreach is email-based; no WhatsApp or phone channel
  • Add-ons for agents, contact data, and integrations can push real cost well above the sticker price
  • Contact data accuracy varies by role, seniority, and region

6. Fetcher

Fetcher is a recruiting automation platform that operates more like a sourcing-as-a-service model than a search tool. The AI continuously finds vetted candidates matching the defined criteria and delivers them to the recruiter's inbox for review. It integrates with Ashby to push candidates into the ATS, sync candidate status, and log outreach activities, letting recruiting teams use Fetcher for sourcing and Ashby for interview workflow without manual data transfer.

Key Features

  • AI automatically sources and screens candidates from a 500M+ database matching job requirements
  • Automated multi-touch email outreach campaigns with response tracking
  • Diversity filters for building more diverse candidate slates

Ashby-Specific Offerings

  • Integration with Ashby to push candidates into the ATS and sync candidate status
  • Outreach activities logged and visible in the Ashby candidate record
  • Inbound applicant review alongside outbound sourcing in one workflow

Pricing: Growth plan at $149/user/month (self-serve sourcing platform); Amplify plan at $549/user/month (adds human-sourced profiles and a US-based success team). ATS integration and SSO available on Amplify and above.

Pros

  • Hands-off automation model: define the role and Fetcher delivers candidates
  • Solid Ashby integration with status sync and outreach logging
  • Diversity filters support inclusive hiring goals
  • Saves an estimated 17 hours per role on sourcing tasks

Cons

  • Ashby ATS integration only available on Amplify tier ($549/month and above)
  • Limited to one user seat on Growth; team collaboration requires upgrades
  • Outreach is email-only; no WhatsApp or phone channel
  • No free tier or self-serve trial; demo required before any paid access

7. LinkedIn Recruiter

LinkedIn Recruiter is the most widely adopted professional sourcing tool in the market. It integrates with Ashby via Recruiter System Connect, allowing sourced candidates to be pushed into Ashby pipelines with full profile attribution. Ashby stage changes update LinkedIn Recruiter automatically, and recruiters can view LinkedIn engagement history within the Ashby candidate record.

Key Features

  • Access to LinkedIn's professional network of 1B+ profiles
  • InMail outreach with AI-assisted message suggestions
  • Saved searches and project-level candidate alerts

Ashby-Specific Offerings

  • Native Recruiter System Connect integration syncs InMail outreach, candidate profiles, and pipeline status between LinkedIn Recruiter and Ashby
  • Ashby stage changes reflect in LinkedIn Recruiter automatically
  • Duplicate detection checks whether a LinkedIn profile already exists in the Ashby database

Pricing: Custom quote. Per-seat pricing typically runs $10,000+ per year, depending on seat count and contract terms.

Pros

  • Largest single professional network with the broadest general candidate pool
  • Native, well-maintained Ashby integration via Recruiter System Connect
  • Familiar to most recruiters; low learning curve
  • Duplicate detection prevents redundant outreach to existing Ashby records

Cons

  • Outreach limited to LinkedIn InMail; no email, WhatsApp, or phone
  • Only accesses LinkedIn's own network; misses candidates concentrated on GitHub, niche communities, or not active on LinkedIn
  • Per-seat pricing is among the highest on this list
  • Targeting is keyword and filter-based; does not learn from which candidates moved forward

8. Metaview

Metaview is an AI interview intelligence platform that integrates natively with Ashby. It is not a sourcing tool but fills a different gap in the Ashby stack: capturing every interview, mapping answers to the Ashby competency rubric, and writing structured scorecards back to the candidate record automatically. For teams that already have sourcing covered and want AI to improve the quality and consistency of interview evaluation, Metaview is the strongest addition to an Ashby setup.

Key Features

  • AI Notetaker captures every interview and maps answers to the Ashby competency rubric
  • Structured scorecards written automatically back to the Ashby candidate record
  • Sourcing AI layer available as an additional module for candidate discovery

Ashby-Specific Offerings

  • Native integration writes structured data directly to Ashby; keeps ATS as the source of truth
  • Scorecard completion happens automatically post-interview, reducing coordinator follow-up
  • Drives across 4,000+ organizations on the Metaview platform in 2026

Pricing: Free plan available with a work email. Paid tiers with advanced features are available; contact Metaview for current pricing.

Pros

  • Deepest interview intelligence integration with Ashby on this list
  • Structured data writes back to Ashby automatically; no manual scorecard entry
  • Free entry point lowers the evaluation barrier
  • Strong fit for teams running 50+ active requisitions with multi-stage panels

Cons

  • Not a sourcing tool; does not fill the passive candidate pipeline
  • Teams need a separate sourcing solution alongside Metaview
  • Value depends heavily on having a consistent interview process to capture
  • Advanced features require a paid plan; free tier is limited

Evaluation Rubric for AI Recruiting Tools That Integrate with Ashby

Every Ashby team has a different mix of gaps to fill. Use the following rubric to weight the criteria that matter most for your situation.

Criterion Weight What to Evaluate
Ashby Integration Depth 30% Does it sync bidirectionally? Does it write back to the candidate record? Does it handle deduplication?
Passive Candidate Reach 25% How large and verified is the database? Does it surface people who would never apply on their own?
Outreach Channels 20% Email only, or multi-channel (phone, WhatsApp, SMS)? Response rates vary significantly by channel.
AI Quality 15% Does the AI match on context, not just keywords? Does it learn from recruiter feedback?
Pricing and Team Fit 10% Is pricing matched to your team size and hiring volume? Are critical features gated behind high tiers?

For teams using Ashby who care primarily about reaching passive candidates and getting responses, Weekday scores highest on the two most heavily weighted criteria. Its multi-channel outreach across email, WhatsApp, and phone puts it in a category of one on the outreach dimension, and its native Ashby integration keeps pipeline data clean without manual work.

Why Weekday Is the Best AI Recruiting Tool for Ashby Users

Most sourcing tools give you a list. Weekday gives you interested candidates on your calendar. The distinction matters because a profile is not a pipeline, and a pipeline is not a hire. Weekday combines a 300M+ verified database with automated outreach across email, WhatsApp, and phone, and integrates directly with Ashby so every interested candidate lands where your team is already working. The 50%+ outbound response rate reflects the channel advantage: most candidates respond on WhatsApp when they ignore email. For teams hiring engineers in India or building cross-functional teams at seed through enterprise scale, Weekday fills the gap that Ashby's native sourcing tools leave open. Two hiring models (Subscription for self-serve teams, Contingency for teams without recruiting bandwidth) mean the platform fits your team's actual operating model. And the free AI Resume Screener handles inbound at no cost, so the whole funnel is covered.

FAQs About AI Recruiting Tools That Integrate with Ashby

What makes an AI recruiting tool a good fit for Ashby?

The best AI recruiting tools for Ashby are ones that complement what Ashby already does rather than duplicate it. Ashby handles ATS workflow, scheduling, CRM, and analytics natively, so the integration layer should add sourcing reach, passive candidate discovery, and multi-channel outreach. Weekday is built for exactly this role: it reaches candidates that Ashby's native tools cannot surface, automates outreach across email, WhatsApp, and phone, and syncs interested candidates back into Ashby without manual data entry.

Does Weekday integrate with Ashby?

Yes. Weekday integrates with Ashby through its native ATS integration plus a Chrome extension. Interested candidates sourced and engaged by Weekday route directly back to your Ashby pipeline. Weekday also connects to 20+ third-party data providers and operates a Chrome extension to fit existing recruiting workflows. This means sourcing, outreach, and candidate delivery all happen without leaving the tools your team already uses.

What are the best AI sourcing tools that sync with Ashby ATS in 2026?

The strongest AI sourcing tools that sync with Ashby in 2026 are Weekday (multi-channel outreach, passive candidate reach, native integration), Gem (bidirectional sync, strong sequencing CRM), hireEZ (multi-source passive discovery, 45+ networks), Juicebox (natural language search, bidirectional sync on Business and above plans), and Fetcher (automated sourcing-as-a-service with Ashby status sync). Weekday stands out because it adds WhatsApp and phone to the outreach stack, which is where passive candidates in India actually respond.

How do AI recruiting tools reach passive candidates through Ashby?

Passive candidates rarely appear in an ATS on their own because they are not applying. AI recruiting tools like Weekday find them by searching large databases of professional profiles, then reaching out through email, WhatsApp, and phone to gauge interest before any application exists. When a candidate responds positively, Weekday routes them into the Ashby pipeline as a prospect ready for the next stage. The result is a pipeline built from the full candidate pool, not just the slice that actively applies.

Is there an AI recruiting tool for Ashby that also handles outreach automatically?

Yes. Weekday's Subscription (Copilot) model handles automated outreach across email, WhatsApp, and phone after the recruiter identifies candidates using Weekday's smart filters. Weekday's Contingency (White Glove/Autopilot) model goes further: a dedicated senior recruiter manages the entire sourcing and outreach process on your behalf, delivering interested candidates ready to interview directly to your team. Both models integrate with Ashby so every outcome is tracked in the right place.

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