Your analysts spend half their day not analyzing.
We help banks, asset managers, and financial firms accelerate decisions by deploying custom AI agents that handle the manual work eroding your margins and your talent.
Our team has built AI systems at
What We Fix
We automate the financial workflow end to end
We work inside your existing systems: Bloomberg, CRM, data warehouse, core banking. No new platforms. No migrations. We close the automation loop where other tools leave you copying and pasting.
Research & Report Generation
AI aggregates data from market feeds, SEC filings, earnings calls, and internal models — then drafts the memo. Your analysts review a polished first draft, not a blank page.
18 hrs/week lost to report prep
Compliance Monitoring
AI continuously scans transactions, flags anomalies, generates SAR narratives, and tracks regulatory changes — before your compliance team opens their inbox. No more missed deadlines.
$2.1M avg annual compliance cost
Due Diligence Automation
AI ingests CIMs, financials, contracts, and public records — surfaces red flags, builds data rooms, and populates your diligence templates. Weeks of work compressed to days.
73% of deal teams miss insights due to manual diligence
Client Reporting & Outreach
Personalized performance reports, portfolio updates, and market commentary auto-drafted and routed for approval. Clients get timely, accurate communications without your team scrambling every quarter.
6+ hrs/week per RM lost to manual client prep
Risk Alerting & Monitoring
Real-time surveillance across positions, counterparties, and market signals. AI flags threshold breaches and generates risk memos with supporting data — zero human eyes required on the first pass.
Manual monitoring catches 40% fewer anomalies than automated systems
Back-Office & Operations
Reconciliations auto-run and exceptions flagged. Loan documents assembled and routed. Vendor invoices processed and coded. Your ops team manages exceptions, not checklists.
Average time to process an invoice manually is 14.6 days
The daily reality at most finance companies
60%
of analyst time spent on data gathering, not analysis
$2.1M
average annual cost of manual compliance processes per firm
18 Hours
per week lost to report generation and data reconciliation
73%
of deal teams miss insights due to slow manual diligence
Today
Analyst spends 3 hours pulling Bloomberg data, updating the model, and formatting the slide before anyone reads a single insight.
With Kinematic
AI pulls data overnight, updates the model, and delivers a formatted summary with flagged changes. Analyst spends 30 minutes reviewing and making calls.
Today
Two compliance officers spend 15 hours/week manually reviewing transactions and writing SAR narratives from scratch, missing regulatory nuances buried in long docs.
With Kinematic
AI flags suspicious transactions, cross-references regulations, and drafts SAR narratives for review. Officers sign off in 2 hours — and catch more edge cases.
Today
Associates spend 3 weeks reading contracts and manually building data room indexes. Half the red flags surface only after the LOI is signed.
With Kinematic
AI ingests all documents in 24 hours, surfaces issues, and populates the data room. Associates spend their time asking sharper questions — not reading boilerplate.
Today
RMs scramble every quarter-end to pull performance data, customize commentaries, and email 200 clients. Errors slip through. Some clients don't hear for weeks.
With Kinematic
AI drafts reports per client with the right data and commentary. RMs review and send in one morning — every client hears within 48 hours of quarter-end.
These aren't hypotheticals. They're the problems we fix every day.
We integrate with any ATS and business software
From first call to measurable results in weeks, not months
Most fintech consulting engagements take quarters to show value. Ours start paying for themselves in the first sprint.
AI Action Plan
Week 1FreeDeliverable
A detailed report on where your analysts and managers lose hours
Prioritized Roadmap
Week 2Deliverable
A detailed AI execution plan with milestone-based pricing tied to results
Build & Integrate
Weeks 3–6Deliverable
Working AI agents running inside your fintech systems
Measure & Expand
OngoingDeliverable
Monthly ROI reports with hours and cost savings.
Example Engagement
Mid-market private equity firm, 80 professionals
Diagnosed
- Associates spending 20+ hrs/week manually reading CIMs and populating diligence templates for each new deal
- Compliance team writing AML/KYC narratives manually - 15 hrs/week per officer across 3 staff
- Portfolio monitoring reports assembled by hand from 12 different data sources every month
Scoped
- Due diligence ingestion agent: 4 weeks · $55,000 fixed price
- Compliance narrative agent: 3 weeks · $42,000 fixed price
- Portfolio monitoring agent: 3 weeks · $38,000 fixed price
Built
- Diligence agent ingests CIMs and data room in 24 hrs, surfaces red flags and populates 80% of templates
- Compliance agent cross-references transactions against watchlists and auto-drafts SAR narratives for officer review
- Monitoring agent pulls data from all 12 sources, reconciles discrepancies, and generates board-ready reports
Result
Total investment recouped within six weeks.
We take on 2–3 new engagements per month.
Or email us directly at hello@kinematiclabs.dev
Frequently asked questions
We work across every sector of the finance industry
Private Equity & Venture Capital
Your analysts are buried in data rooms. Automate the diligence.
Wealth & Asset Management
Client reporting is eating your quarter. Let the machines write the commentary.
Commercial Banking & Lending
Your credit team didn't sign up to chase documents. Automate the underwriting.
Hedge Funds
The research never stops piling up. Surface the signal, skip the noise.
Insurance Operations
Every new claim is another manual task. AI handles intake before a human touches it.
Your Industry
Don't see your vertical? We work with any operation where manual processes are the bottleneck.
Let's talkStop paying analysts to do what AI can do overnight.
Your AI Action Plan is a free, 10-minute diagnostic that shows you exactly where your firm is losing time and money - and which workflows to automate first.
No commitment. No sales pitch. Just a clear picture of what's possible.