Trivium consulting firm revolutionized their accounting processes by implementing Puzzle's AI-powered solution. The partnership resulted in 50% faster month-end closings, 81% automated reconciliations, and improved client communication. Their success story demonstrates how early adoption of AI technology can transform accounting workflows and enhance service delivery.
Trivium is a full-service consulting firm delivering finance, accounting, HR, and tax services to growth-focused companies across software, fintech, life sciences, and crypto. Their track record speaks for itself: 999+ companies served, 99+ venture firm relationships, $4B+ in transactions supported, and a 90% client success rate.
That scale demands airtight accounting operations, but Trivium's manual workflows weren't keeping up. Bank reconciliations were eating two hours at a time, incomplete transaction data meant constant client follow-ups, and unreliable third-party tools created compounding inefficiencies. Partnering with Puzzle gave them a path out: faster closes, automated reconciliations, and the transaction-level accuracy their clients expect.
TLDR:
Before implementing Puzzle, Trivium faced three core challenges:
"We all know how important and painful bank reconciliations can be. Broken feeds, unreliable data, duplicate transactions are common while clients understanding and paying for this extra time is very uncommon," explains Sharad Singh, CEO of Trivium. Combined, these inefficiencies consumed approximately 4 to 5 hours per client per month, limiting Trivium's ability to scale and deliver the strategic advisory services their clients actually needed.
The math compounds fast. Across a 20-client book, 40+ hours of reconciliation work every month is more than a scheduling headache: it's capacity that could go toward financial analysis, investor-ready reporting, or proactive cash flow advisory. Instead, the team was stuck re-checking the same figures, waiting on client emails, and cleaning up after software that couldn't be trusted to stay connected.
That trust problem was the deeper issue. When a bank feed disconnects silently or duplicate transactions appear after a re-sync, the accountant can't just fix the error and move on. They have to go back and verify everything that followed it, because any entry downstream of the bad data is now suspect. Manual review takes time and also creates anxiety about what might have been missed. For a firm staking its reputation on accuracy, that's an unacceptable cost.
After some exploration, Trivium implemented Puzzle's general ledger solution to fix these workflow bottlenecks.
As a firm serving 999+ clients across multiple industries including software, fintech, and life sciences, Trivium needed a solution that could scale across diverse client needs while maintaining the precision and reliability their clients expect. Their evaluation criteria focused on month-end close software for accounting firms that could support their high-touch advisory model while eliminating low-value manual tasks.
"Puzzle's dedication to the accounting industry, and their responsiveness to our feedback made us want to take a chance," notes Singh. They were particularly drawn to Puzzle's focus on:
In practice, those native integrations were the first thing Trivium noticed. Connecting client accounts to Mercury, Stripe, Ramp, and Brex meant transaction metadata arrived complete: wire transfer memos populated automatically, Stripe payout line items appeared with full detail, and the manual back-and-forth to track down missing descriptions largely stopped. Data that used to arrive as a question mark now arrived as a fact.
The automated close checklist brought a second shift: consistency. Before Puzzle, the quality of a month-end close depended partly on who was doing it and what they remembered to check. With a structured checklist baked into the workflow, every client book followed the same process, every time. Exceptions got flagged early rather than discovered at the end of the month when there was no time to fix them.
Underlying both was Puzzle's AI-native categorization, which handles up to 98% of transactions automatically. For Trivium's team, that meant shifting from doing data entry to reviewing what the AI had already done. The work didn't disappear: it changed from manual construction to quick verification, which is a much faster and higher-value use of an accountant's time.
| Before Puzzle | After Puzzle | |
|---|---|---|
| Bank reconciliation time | 2 hours per client | 5 minutes per client |
| Month-end close speed | Baseline | 50% faster |
| Automated reconciliations | 0% | 81% |
| Client follow-ups needed | Multiple per close | Minimal |
| Transaction data completeness | Incomplete, manual research required | Complete metadata automatically |
Trivium connected their client books to Puzzle's general ledger solution, which automated reconciliations using native integrations that pull in complete transaction metadata, including descriptions, memos, and wire details, automatically. With 81% of reconciliations completing without human intervention, their team stopped spending time on manual comparison and system checks and shifted to reviewing what the AI flagged.
Yes. Puzzle pulls in transaction context automatically from native integrations, so the incomplete wire transfers and missing Stripe payout details that used to trigger client follow-ups arrive with full metadata attached. For Trivium, this shortened client review cycles from 3 to 5 days of back-and-forth to same-day completion across their book.
Month-end close automation means the software categorizes transactions, runs reconciliations, and flags exceptions throughout the month, so your team reviews instead of reconstructs at period end. In Trivium's case, a Series B SaaS client with 200+ monthly transactions went from 6 to 8 hours of reconciliation work across multiple team members to under 30 minutes, with the majority handled automatically.
QuickBooks retrofits AI onto legacy architecture and achieves 20 to 40% categorization accuracy, meaning your team fills the gap manually. Puzzle is AI-native accounting software, categorizes up to 98% of transactions automatically, and delivers complete transaction metadata through direct integrations, so the manual research and client follow-ups that eat hours per close largely disappear.
Puzzle offers a 50% faster month-end close guarantee within 60 days for customers who fully onboard and connect supported integrations, with a subscription fee refund if that threshold is not met. Trivium's results reflect what full adoption looks like: reconciliation time dropped from 2 hours to 5 minutes, and 81% of reconciliations completed without any human intervention.
Trivium continues to work with Puzzle to sharpen their accounting operations. Their focus remains clear: use automation to handle routine tasks, free their team to deliver higher-value services, and provide more timely insights to clients.
Trivium's results show what's possible when accounting workflows get a real upgrade. For firms looking to get there, their experience offers a clear roadmap.
What those results prove, beyond the numbers, is that accounting firms don't have to choose between serving more clients and serving them well. The ceiling on how many clients a firm can handle has always been set by manual work: reconciliations, follow-ups, data cleanup. When automation handles that work, the ceiling lifts. Trivium's team didn't shrink after switching to Puzzle. They redirected: less time on reconstruction, more time on the analysis and advisory that clients actually value.
If your firm is still running reconciliations by hand or watching month-end close stretch across days of client follow-ups, Trivium's experience is worth studying. The 50% faster close guarantee gives you 60 days to see the same results: connect your supported integrations, fully onboard, and if close time doesn't drop by half, Puzzle refunds your subscription fees. That's a concrete benchmark, not a marketing claim.
To see how Puzzle works for your client book, book a demo and talk through what your current close process looks like.
-
Learn more about Trivium and how they are changing what a firm can be at trivium.com
