Your Private Enterprise AI for Financial Markets

A force multiplier for your investment team, lowering cost per AUM while sharpening every decision.

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12X
Faster
97%+
Accuracy
60%+
Effort saved

Watch Needl.ai run each workflow

Deal Team · Private Equity

Full diligence, with a cited IC memo in under an hour

Drop a data room of hundreds of files and get a cited go / no-go read before the IC meeting.

01Ingests the full data room
02Benchmarks financials, flags risks
03Compiles a cited IC memo draft
< 1 hr
IC memo turnaround
100s
Files per deal
Explore Automated Due Diligence
IC MEMO · PROJECT ATLASLive
Scanning 300+ data-room files…
Projected vs. realistic EBITDA
$20MMgmt projection
$2MNeedl estimate
$3.6MSector comp
01Revenue CAGR 18% over 3 yearsPositive
02Model projects $20M vs $2M realisticFlag
03Customer concentration at 42%Flag
Credit Analyst · Rating Agency

Credit memos from days to under a day

Filings in, an audit-ready draft out, with the citation trail intact.

01Ingests filings and financials
02Drafts a memo with trust scores
03Analysts review flags, not blank pages
< 1 day
Memo turnaround
Audit-ready
Every draft
Explore Credit Rating Reports
CREDIT MEMO · MERIDIANLive
Extracting filings and financials…
Debt / EBITDA, vs. sector median
4.8xMeridian
3.6xSector median
3.1xPeer low
01Revenue CAGR 14.2%, infra-ledPositive
02Debt / EBITDA 4.8x vs 3.6x medianFlag
03FY27 EBITDA guidance revised upPositive
Compliance · Surveillance

Material events, caught as they break

Ranked, classified alerts across 20,000+ sources, not keyword noise.

01Monitors 20,000+ regulatory sources
02Classifies material events
03Routes prioritized alerts
20,000+
Sources monitored
Ranked
Not keyword noise
Explore Compliance Monitoring
EVENT FEED · LIVELive
Cross-referencing 20,000+ sources…
Flagged events by severity, today
0
High
0
Medium
0
Low
0%
Noise cut
01Rating downgrade flaggedHigh
02New 8-K filing flaggedWatch
03Sector sentiment shift, energyInfo
RM · Wealth Management

Checked answers before every meeting

Suitability-guardrailed, cited answers in seconds, not an hour of prep.

01Retrieves factsheets and house view
02Checks against mandate and risk
03Returns a cited answer
Seconds
vs an hour of prep
Cited
Every answer
Explore RM Copilot
ASKNEEDL · CLIENT PREPLive
Checking mandate and suitability…
QIs this bond suitable for a conservative client?
AWithin mandate. Flag: sector cap at 18%.
2 sources
0%
Accuracy
0
Checks run
01Cross-checked mandate & risk profilePositive
02Sector cap at 18%Flag
03Answer cited · 2 sourcesPositive
Analyst · Buy-side

First-draft models, every cell sourced

Historicals pulled and templated, so you start on judgment, not setup.

01Pulls historicals from filings
02Populates your model template
03Flags assumptions to review
Every cell
Sourced from filings
Template
Auto-populated
Explore Financial Modeling
MODEL · DRAFTLive
Pulling 3 years of historicals…
Model template, populated from filings
Model, $M
FY24
FY25
FY26
FY27E
Revenue
412
470
548
631
EBITDA
88
104
129
152
Margin %
21.4
22.1
23.5
24.1
Free cash flow
54
61
73
86
0%
Faster
0%
Cells sourced
01Historicals FY24–FY26 pulled from filingsSourced
02FY27E projected from linked driversReview
034 assumptions flagged for reviewReview
Research · Asset Management

Coverage notes in minutes, in your voice

Models, transcripts, and prior coverage turned into a first draft.

01Ingests model and transcripts
02Continues the existing thesis
03Drafts the note, source-linked
Minutes
vs half a day
Your voice
First draft
Explore Analyst Note Generation
NOTE · DRAFTLive
Reading model and transcripts…
Consensus EPS estimate, revision trail
+0%
EPS revision
0
Sources
01Thesis continued from last quarterContext
02EPS estimate revised +6%Positive
03Risks section drafted, citedPositive
Trading Desk

Price-moving signals the moment they break

Ranked signals across 20,000+ sources, before the move is priced in.

01Aggregates 20,000+ sources
02Ranks signals by relevance
03Alerts ahead of the wire
20,000+
Live sources
Ahead
Of the wire
Explore Trading Intelligence
MARKET INTEL · LIVELive
Scanning 20,000+ live sources…
10Y Treasury, last 60 minutes
+0 bps
Move post-signal
0 min
Time to move
0 min
Lead vs wire
01Fed signals earlier-than-expected pivotHigh
0210Y Treasury +8bps within 12 minWatch
03Desk position flagged for reviewActioned
Portfolio · PE / Credit

Always-on watch across the book

Early warnings before they escalate, routed to the owning analyst.

01Tracks financials, news, filings
02Flags early warnings
03Routes to the owning analyst
Always-on
vs quarterly
Auto-routed
To the owner
Explore Portfolio Monitoring
PORTFOLIO WATCH · Q3Live
Cross-referencing exposures…
Counterparty exposure by sector, QoQ
+1.2%S1
+0.4%S2
−0.6%S3
+6.1%S4
+0.9%S5
01Sector 4 exposure up 6.1% QoQFlag
02No single-name breach in top 25Clear
03Two counterparties on downgrade watchFlag

Winning firms don't compete on models

The models and the data are the same for everyone. Your edge is the context layer on top, and that is what Needl.ai builds for you.

Built for finance and private markets, so it reads filings, deals and covenants without a lot of prompting to set up.

Every answer is grounded in a real source and shown with a citation, so your team can check and defend each number.

One engine for two jobs: quick retrieval for analysts and deeper causal reasoning for fund managers, backed by 7 patents.

Runs inside your own environment, under your permissions, with nothing sent out. Bring your models, cloud or on-prem.

Reasons through the information with root-cause analysis and scenario planning, built for how portfolio managers work.

The context layer
Layer 5Investment JudgmentThe decisions your partners are paid to make. This is your edge, and it stays with your team.Where you win
Layer 4Scenario IntelligenceStress tests plus covenant and portfolio monitoring across the whole book, so you see risk before it lands.Needl.ai
Layer 3Context IntelligenceYour firm's knowledge, searchable in seconds, with every answer sourced and up to date.Needl.ai
Layer 2Data InfrastructureVDRs, CRM and market data, the raw inputs every firm on the street already has.Commodity
Layer 1Foundation ModelsGPTClaudeGeminiLlamaMistralPowerful, and interchangeable.Commodity

Built for every desk in financial services

Different data, different stakes. Needl.ai adapts to the workflow behind each one.

Private Equity
Private Equity & Private Credit
Compress diligence, automate IC memos, monitor portfolio companies.
Due diligenceIC memosPortfolio monitoring
Months to daysExplore
Asset Management
Asset Management
Track holdings, sectors, and market signals at scale.
CoverageSignalsMonitoring
10 hrs/week savedExplore
Banking
Banking & Capital Markets
Research, credit, and compliance across huge data volumes.
ResearchCreditCompliance
98%+ accuracyExplore
Wealth
Wealth Management & Private Banking
Compliance-guardrailed client answers, no document hunting.
SuitabilityClient prepCited answers
Answers in secondsExplore
Credit Rating
Credit Rating Agencies
Turn filings into consistent, audit-ready credit opinions.
FilingsTrust scoreAudit trail
3 months to 1 weekExplore
Your desk?
Don't see your team?
If your analysts work with documents and data, Needl.ai fits.

Outcomes from real customers

What financial teams report after putting Needl.ai to work.

Trusted by teams at
12×
Faster due diligence
“We did in one week what previously took three months. The quality held up and the causal analysis surfaced risks our team hadn't identified yet.”
Managing Director
US Private Equity Firm
60%
Efficiency gain
“Needl.ai reduced our analyst effort by more than 60%, while improving the accuracy and turnaround time of the reports we produce every day.”
Chief Analytics Officer
Global Ratings Agency
$250K
Impact delivered
“Needl.ai has gone above and beyond in delivering value. We are already interested in expanding its scope across the company.”
Trading Desk Executive
Institutional Trading Desk
100%
Secure and compliant
“Needl.ai gave us enterprise-grade assurance, no compliance risks, no shadow AI, and complete control over our data environment.”
Chief Investment Officer
Fortune 500 Company
97%
Sourced accuracy
“We stopped second-guessing the output. Almost every answer comes back with a citation we can open and verify, so a review that used to take hours now takes minutes.”
Head of Research
Global Macro Hedge Fund
Faster turnaround
“Reports that used to take a week now turn around in a couple of days, without losing the depth our investment committee expects.”
Director of Credit
Private Credit Fund

Four capabilities, every answer sourced

Every answer comes back with a source you can check, so the work one desk produces holds up for the next.

Your firm's knowledge, answered in seconds

Ask in plain English and get a precise answer from your email, drives, wikis, and research, with every claim backed by a source.

  • One search across every system you run on
  • Data stays in your environment, fully auditable
  • Every answer traces to its source
Proven in deployment
0%
Answer accuracy
0%
Better than a general model
0%
Backed by a source
1.4s
Median time to an answer

Reports that are review-ready on day one

Automate report summaries, filing summaries, and credit memos, source-linked to the templates your team already uses.

  • Every figure pulled from the filing, source attached
  • Automatic trust scores and red-flag alerts
  • Formatted to the templates your analysts use
Proven in deployment
0%
Less analyst effort
0%
Backed by a source
$750M
AUM at a live credit agency deployment
< 10 min
To a first-draft report

Signal, filtered from the noise

Real-time scanning across news, filings, regulators, and the web, ranked and routed to the right desk.

  • Early alerts on market-moving events and filings
  • Ranked, de-duplicated alerts with a clear summary
  • Delivered to the right desk: inbox, chat, or terminal
Proven in deployment
$250K
Captured from a single decision
$10B
AUM at a live trading desk deployment
< 60s
From event to the right desk
2,400+
Sources monitored

Understand why, not just what

Needl models the forces behind market moves and risk, separating correlation from cause, so your committee can act on reasoning it can explain.

  • A clear chain of reasoning behind every event
  • Scenario modelling grounded in real precedent
  • Committee-ready reasoning, not a black-box score
Proven in deployment
0%
Reasoning you can follow
0%
Committee adoption
15 yrs
Of history behind every scenario
Full
Audit trail on every conclusion

Connects to the tools your team already runs on

Needl.ai unifies structured and unstructured data, from internal systems and databases to regulators and the web, into one governed, permission-aware layer.

Gmail
Gmail
Outlook
Outlook
Drive
Drive
SharePoint
SharePoint
Slack
Slack
Teams
Teams
Dropbox
Dropbox
Box
Box
Salesforce
Salesforce
HubSpot
HubSpot
Snowflake
Snowflake
+ API
+ API

Plus dozens more, or bring your own through the Needl.ai API.

See all integrations

Enterprise-grade, by design

Needl.ai runs inside your perimeter and never trains shared models on your data. Independent audits and certifications cover data protection, privacy and AI governance.

Runs in your environment, your access controls
Zero data leakage, no shadow AI
Independently audited and certified
Explore Trust & Security