Due Diligence from Weeks to Minutes
We're making financial workflows faster, more accurate, and better value by combining technology with real domain expertise.
This is what we do
We automate document-heavy financial workflows that traditionally take weeks. We process and analyse documents at speed, while domain experts review output and make the final calls. The result: due diligence that used to take weeks now happens in minutes.
Team monitoring & approval at scale
One person can now monitor and approve the work of 6-8 team members. Do nothing different and 3x your people output. We handle the heavy lifting: processing documents, extracting data, flagging discrepancies. Your team focuses only on decisions that need their expertise.
Your team's expertise doesn't just get applied once. Every correction they make feeds back into the system, making it more accurate over time.
This is how we do it
We run a live learning environment, not a static tool. Our system automates most tasks, domain experts handle the decisions that matter, and their corrections continuously improve the system.
This creates a compounding advantage. The more work we do, the better our system gets. The better it gets, the more it can handle. And the more it can handle, the better our economics.
Lender Due Diligence
Insurance and lending due diligence is one of the most document-intensive processes in financial services. Professionals spend hours reviewing policies, cross-referencing data, and flagging inconsistencies. It's essential but repetitive.
Celeri extracts and analyses policy data, flags discrepancies, and delivers structured reports. Experts review the output, verify flagged items, and send back corrections. These corrections train the system, making it more accurate for their specific workflows over time.
Result: Faster turnaround, consistent quality, and a system that adapts to each firm's standards.
Why Celeri?
PhD in ML/RL
Our approach is grounded in deep technical expertise. Our CTO has a PhD in Neuroscience from UCL and worked in John O'Keefe's Nobel Prize-winning lab, researching how neural systems generalise from sparse feedback. We're applying those same principles to build systems that learn the way humans do, from real-world experience, not just static data.
We make it cheaper, faster, and better than an LLM
Unlike generic off-the-shelf approaches, we've built a system that learns from real-world workflows. Celeri doesn't just process documents, it gets better at your specific tasks the more you use it. Lower costs, faster turnaround, and continuously improving accuracy.
Our approach vs. the alternatives
There are three main paradigms for handling document-heavy financial workflows. Here's how they compare:
Domain Experts Only
Slow, expensive, doesn't scale. Quality varies with workload. Senior staff spend most of their time on repetitive tasks. Expertise applied once per task, then lost.
AI Without Learning
Fast but generic. Doesn't learn from corrections. High error rates on specialized tasks. Static capabilities that don't improve. Requires constant prompt engineering.
Reinforcement Learning + Domain Experts
Fast, accurate, learns over time. Domain experts in the loop for decisions that matter. Expertise compounds with every correction. Gets cheaper and better with use.
We're building a self-improving engine, not just an application. Each deployment generates proprietary data that increases accuracy and throughput over time.
Built for financial services
We didn't build a general-purpose tool and point it at financial documents. Celeri was designed for regulated, high-stakes environments from the start. It understands financial document structures, compliance requirements, and the specific checks that professionals actually need.
That focus means fewer irrelevant flags, more useful insights, and output that fits how your team already works.
Want to see how it works for your workflow?