Needle
19 fields evidenced · 36 with no public information. Every value below links to the document it came from and the date we checked it.
19 of them are quoted but not yet interpreted: we hold the source sentence and the date we read it, but nobody has written the answer to the question yet. Those rows show the quote and say so rather than repeating it back as an answer. Why these exist
Trust gap
How this is scoredThese scores are automated. A 1 or 2 counts how many fields this entry answers with a citation — not what those answers say. A 0 means every field for that dimension is recorded as undisclosed and none of the pages we captured mentions it. No one has scored this entry against the rubric yet.
Are scope, spend, and authority enforced while the agent runs?
Scored from 2 evidenced field(s): runtime_governance, permission_scopes. Automated score; capped at 2 pending review.
Counts Permission scopes and Runtime governance, each cited below.
Is there a tamper-evident record of what it actually did?
Scored from 1 evidenced field(s): audit_trail. Automated score; capped at 2 pending review.
Counts Audit trail, each cited below.
Are compliance obligations attached per engagement?
Does payment depend on a verified result?
Can the deployment be insured, and is the customer indemnified?
Assurance
- Insurance available
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Insurance carriers
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Coverage limits
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Indemnification
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Liability cap
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Audit trail
“Learns and remembers Remembers how you work and builds skills around it. Agent workspace Memory 16 June 2026.md 17 June 2026.md … Skills draft-message.md enrich-contact.md …”
needle-ai.com · checked Aug 2, 2026- Tamper-evident log
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Explainability
“I verified her contact details and drafted an introduction around the expansion in Gmail . Reply... Message #qualified-leads”
needle-ai.com · checked Aug 2, 2026- Runtime governance
“It can do what you can do, and cannot do what you cannot do.”
needle-ai.com · checked Aug 2, 2026- Permission scopes
“You connect the agent to your own accounts in the tools you already use, so it inherits your exact access. It can do things you can do, and nothing you can't.”
needle-ai.com · checked Aug 2, 2026- Compliance certifications
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Regulatory alignment
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Outcome-based pricing
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Settlement mechanism
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Dispute process
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- SLA terms
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Evaluation coverage
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
Agency
- Autonomy level
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Human oversight
“"It can do what you can do, and cannot do what you cannot do."”
needle-ai.com · checked Aug 2, 2026- Goal complexity
“Your agent continuously identifies and qualifies ICP-fit accounts and buyers—no manual list building”
needle-ai.com · checked Aug 2, 2026- Action space
“Read more Get Perfect Leads on Autopilot @ Your agent identifies, researches, and reaches out to the right leads.”
needle-ai.com · checked Aug 2, 2026- Operating environment
“Lives in Slack Message it like a teammate. It already works where you do. Your Workspace Channels general deal-pipeline random Direct messages D David J John you Apps John's Agent 1 Connects to every tool CRM, email, calendar, docs.”
needle-ai.com · checked Aug 2, 2026- Initiative
“Brings a proactive attitude Doesn't wait to be asked. Spots the next move first.”
needle-ai.com · checked Aug 2, 2026
Safety
- Safety evaluations
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Red teaming
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Safety policy
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Usage restrictions
“It can do what you can do, and cannot do what you cannot do.”
needle-ai.com · checked Aug 2, 2026- Model or system card
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Incident reporting
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Third-party evaluations
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Data handling
“We don’t train any model on your data Your data is never used to train any model, ours or anyone else’s. It stays private operating context for your agents.”
needle-ai.com · checked Aug 2, 2026
Practicality
- Pricing model
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Price point
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Availability
“Ready to run α -GTM with agents? Let's get your own Needle agent live in 15 minutes, connected to your CRM. Book a demo”
needle-ai.com · checked Aug 2, 2026- Deployment options
“Needle works like a trusted teammate: connected to the tools you choose, bounded by your permissions, and designed for sensitive revenue workflows.”
needle-ai.com · checked Aug 2, 2026- Integrations
“HubSpot Gmail Calendar Salesforce lemlist Outlook Cal.com LinkedIn Apollo Clay Zoom Lusha Pipedrive Gong Attio 3000+ integrations”
needle-ai.com · checked Aug 2, 2026- Supported regions
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Support model
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
Foundation models
- Base models
“Claude Fable 5 Orchestrator Draft outreach Claude Sonnet 5 Research accounts GPT-5.1 Enrich CRM Gemini 3 Flash”
needle-ai.com · checked Aug 2, 2026- Model provider
“Needle gives you access to 34+ models from leading providers like Anthropic, OpenAI, Google, xAI, and DeepSeek”
needle-ai.com · checked Aug 18, 2026- Model swappable
“No vendor lock-in Use the best models for the job, Needle routes work intelligently, and optimize costs as models change.”
needle-ai.com · checked Aug 2, 2026- Open weights
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Fine-tuning
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Context window
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
Ecosystem
- Protocols supported
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Tool use
“Has its own computer Has access to all tools needed for complex tasks. accounts pipeline.csv forecast.xlsx proposal.pdf pitch-deck.pptx battlecard.png long-lead-list.xlsx long-lead-list.xlsx Spreadsheet · 1.2 MB”
needle-ai.com · checked Aug 2, 2026- Multi-agent
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- API access
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Open source
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Marketplace presence
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
Impact
- User base
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Deployment scale
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Target sectors
“Proactive AI Agents for Revenue Teams”
needle-ai.com · checked Aug 2, 2026- High-risk domains
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this
- Documented incidents
- no public informationneedle-ai.com · checked Aug 2, 2026 · source did not state this