What's happening: HighRadius launches outcome‑based pricing for CFO platform
HighRadius introduced an Outcome Based Pricing (OBP) model for its Office of the CFO SaaS, removing upfront implementation and subscription fees and instead taking a share of verified financial gains once the solution is live. The approach follows a 24‑month controlled experiment that showed clear benefits when customers met mutually agreed success criteria.
Also developing:
Alibaba’s Qwen team released Qwen-Image-2512, an open‑source AI image model that rivals Google’s Gemini 3 Pro Image (Nano Banana Pro) in quality. The model delivers higher human realism, finer texture detail, and accurate embedded text for both Chinese and English prompts. Weights are freely available under Apache 2.0 and can be self‑hosted or accessed via Alibaba Cloud’s managed API at $0.075 per image. The launch gives enterprises a cost‑controlled, sovereign alternative to Google’s proprietary offering.
As I reflect on this past year, one theme keeps coming up in my work, my conversations, and my personal life: Momentum with intention Not hustle for the sake of motion. But intentional with a specific outcome in mind. At...
The guide argues that selecting an AI chatbot should start with the specific work task, not model hype or benchmark scores. It breaks down five common enterprise scenarios—content drafting, research, code assistance, internal document queries, and customer‑facing automation—and maps each...

You get an LOI with a $10M valuation. Your heart jumps. You’re already thinking about the "I made it" moment. Then you read the fine print: > $2M is Cash at Close > $3M is an "Earn-out" based on crazy growth targets >...
The Bad News: I didn't go on vacation this holiday season (had some personal things that kept my family in town). The Good News: I've been in beast mode when it comes to building. Having so much fun. Lots of...
SigNoz, an open‑source observability platform positioned as an alternative to DataDog and New Relic, announced hiring across multiple roles. The project has amassed more than 21,000 GitHub stars and a Slack community of over 6,000 developers, reflecting strong market interest....

Navan IPO’d in October and hit $800m ARR growing 29%. And it still is trading at 5x ARR. If you aren’t truly AI Native, the world doesn’t love you today in B2B. Even with those numbers....
Top 10 2026 Predictions: From “Proof of Concept” to “Proof of ROI” AI is leaving the experimentation phase to the "show me the money" phase... 1. The Decline of "Vibe-Based" AI Experimental Budgeting In 24-25, AI spend was often "FOMO-funded."...
The end‑of‑year roundup spotlights a wave of AI‑enhanced ecommerce solutions, from MobiLoud’s real‑time mobile‑app analytics dashboard to Hosted.com’s upgraded WordPress infrastructure. CPGIO expands its accelerator reach by adding more than 40 retail channels through partnerships with Nordstrom, Chewy, Lowe’s, Faire...
In 2017, a CEO friend told me I was "wasting my life" on my tiny startup. He had raised $30M in VC. His co-founders' families had put in $2M. They were supposed to be on their way to $1B. He tried to...
I agree, and I give this advice to my team regularly: Focus first on solving the customer problem and creating value *first* (don't fret the inference cost -- yet). By the time you have something deployed at scale where inference starts to...
Companies that retain outdated customer records face amplified breach costs and reputational damage, as legacy data expands the attack surface. Regulators such as the EU’s GDPR have levied multi‑million‑dollar fines on firms that hoard unnecessary personal information. Data minimization—collecting only...
Your SaaS has blind spots. I built free tools to help you find them: → Revenue Ceiling Calculator: See if your churn is quietly capping your growth → Founder Archetype Quiz: Discover the fatal flaw holding you back 5 minutes. Zero fluff. https://t.co/jxT71w5LNN

SaaS M&A in 2025 with Jim Williams (GLC Advisors) 🎙️ Selective buyers, fundamentals > hype, and real paths to premium outcomes. Watch the End-of-Year Special 👇 https://t.co/qRnBVxuCM5 https://t.co/SaoVpLEL7c

European founders and venture capitalists outlined their 2026 New Year resolutions, emphasizing mental space, delegation, and personal well‑being as they scale fast‑moving startups. Leaders at Tem, Flown, Harmonic Security and TestGorilla pledged to create breathing room and step back from...
Google has launched Opal, a no‑code platform that lets users create AI‑powered mini‑apps using natural language prompts. The tool combines rapid prototyping, allowing functional prototypes in minutes, with an intuitive node‑based visual editor for logic refinement. Access is gated behind...

In this episode Sabari Nair, CEO of Skillveri, details how his VR‑based vocational training platform grew from $500K to $1.5M ARR by bundling a $4K‑per‑year SaaS subscription with optional hardware add‑ons and leveraging a reseller‑led go‑to‑market strategy. He explains the...
Meta is acquiring Manus for $2 billion. Manus disclosed $100 million in ARR achieved in eight months, 147 trillion tokens processed since launch. Can we use those figures to explain the acquisition price?

Security researchers at Aikido Security have identified Shai Hulud 3.0, a new variant of the JavaScript‑focused supply‑chain worm. The malware embeds malicious code in npm packages, using enhanced obfuscation, modular architecture, and broader runtime compatibility to evade detection. Although currently limited to...
A recent investigation uncovered that Honey’s browser shopping extension deliberately alters its behavior when it detects potential testers. The plugin honors affiliate‑network stand‑down rules for new accounts, low‑point users, blacklisted IDs, or those with affiliate‑industry cookies, but bypasses those rules...

ServiceNow has amended CEO Bill McDermott’s employment contract, extending his tenure through December 31 2030 and adding the possibility of serving as co‑CEO, executive chairman or non‑executive chairman. The SEC filing emphasizes that no leadership change is imminent and that any role shift...

This feels like a watershed moment. When the best engineers in the world are no longer writing a single line of code, and barely even looking at the code that's being generated. This would have sounded insane just a year ago. Hard...
"Every software product you build, fate has already decided the outcome. The market is either going latch onto your product and run with it, or it's not. Do not ship a product, find a lack of success, and then try to...
Ari Zilka, former Hortonworks CPO and founder of MyDecisive.ai, highlighted at KubeCon 2025 that 23 observability vendors are delivering nearly identical reactive dashboards that only surface problems after failures occur. He argued that CIOs consistently demand lower mean time to...
Kasava runs its entire platform—including frontend, backend, marketing site, documentation, and external tools—in a single monorepo. By storing everything as code, a single commit updates pricing limits across the API, UI, website, and docs without coordination. The approach enables AI...
Last week a founder friend was in town and I had him over for coffee. He's been stuck at $2.5-$3m ARR for 9 months, is burning $400k/mo, closing a TON of new business, but can’t get ahead of churn. He...
SoftBank Group has completed its roughly $40 billion investment in OpenAI, bringing its ownership to just over 10%. The final tranche of $22‑22.5 billion was transferred after earlier $8 billion and $10 billion installments. To fund the deal, SoftBank sold its entire $5.8 billion Nvidia...

Microsoft will automatically enable three critical messaging safety features in Teams starting Jan 12, 2026, shifting to a secure‑by‑default stance. The protections include weaponizable file type blocking, real‑time malicious URL detection, and a user feedback mechanism for false positives. Administrators...
Engineering teams are moving from noisy, threshold‑based alerts to higher‑order signals that embed context, confidence, and actionable insight. Alerts, once sufficient for simple infrastructures, now generate fatigue as they treat every deviation equally. Signals combine correlation, relevance to business impact,...
Yes, since we added "External Orchestration" to Lakeflow more and more ppl use it to orchestrate all their estate, not just Databricks jobs/Spark etc, but also EC2 machines, other platforms (e.g. Snowflake), scripts, etc.
Meta announced a more‑than‑$2 billion acquisition of Singapore‑based AI startup Manus, a general‑purpose agent that autonomously executes multi‑step tasks such as research, coding, and content creation. Manus boasts impressive usage metrics—over 147 trillion tokens processed, 80 million virtual computers created, and a $100 million...
OpenAI has opened a public app directory inside ChatGPT, allowing developers to submit third‑party applications that run directly in the chat interface. The Apps SDK, built on the Model Context Protocol, lets apps provide real‑world actions such as shopping, calendar...
M&A pricing can be a weird thing Meta buys Manus for $2B+ at $125m ARR Then likely … abandons all that revenue. It is a distraction, and in the end, immaterial to Meta’s revenues. Whatever Meta does with it, it...

AI‑powered dictation apps surged in 2025 as large language models and advanced speech‑to‑text engines finally delivered near‑human accuracy and contextual formatting. The article curates eight leading solutions—Wispr Flow, Willow, Monologue, Superwhisper, VoiceTypr, Aqua, Handy, and Typeless—detailing their platform support, pricing...
Just 2-5 minute episodes to stay current in SaaS & AI finance 👈 SaaS Metrics School has passed 100K downloads. These episodes are quick hits on what I'm seeing on the frontlines of tech finance. No theory. What I see...
In Episode 813, I revisit last year's predictions and share 9 new SaaS predictions for 2026, including why overreliance on SEO could be your biggest risk. Check out the whole list 👉 https://lnkd.in/g2-GFkKj

December saw a surge of AI‑centric announcements, from Anthropic turning its Skills workflow into an open, portable standard to OpenAI debuting GPT‑5.2‑Codex, a coding‑focused model with enhanced security and long‑context abilities. Google introduced Gemini 3 Flash, a faster, lower‑cost reasoning model, and...
Many are predicting that 2026 will be the year of credit-based pricing. I think it'll also be the year of a backlash *against* credits. Salesforce makes a great case in point. They initially charged on a usage-based, per-conversation pricing model....
My biggest achievement in 2025 was making myself irrelevant. At the start of the year, I was the biggest bottleneck of the company. I was simultaneously acting as the Head of Implementation, Head of Growth, and Head of Ops -...
Industry leaders predict that digital identity wallets will move from pilots to global scaling by 2026, anchored by the EU Digital Identity (EUDI) regulation and expanding support in Apple and Google wallets. Companies will boost spending on privacy, compliance and...

When a buyer calls your codebase "messy" during due diligence. Selling your startup is emotional. No way around it. You’ve spent years bleeding for the business with late nights, zero salary, the works. Then a buyer comes in and looks at your "baby"...

Simple app ideas are crushing it! Look at this AI text humanizer on @acquiredotcom: > $550K TTM revenue > $392K TTM profit > 269% YoY growth Check full listing: https://t.co/J9L0LHJ8o1 https://t.co/dssv07wJMb
Crimson, a Y Combinator‑backed AI startup, is hiring its first full‑stack engineers in London to build a litigation‑focused platform that drafts pleadings, analyzes judgments, and extracts evidence instantly. The role offers a £80‑£120K salary and 0.5‑1% equity, targeting engineers with...
Ppl often ask me for advice about "category creation" from my time at Gainsight. My first instinct is "don't!" It's expensive and Sisyphean 🤦🏽♂️. But after my warnings, I share that the biggest needle-mover for us was having an evangelist that came...
Most founders are one great prompt away from 10 hours back per week. Learn to ask better questions.
OpenAI’s go‑to‑market leader Maggie Hott, who grew ChatGPT Enterprise from ten to 500 reps, revealed unconventional sales tactics that defy industry norms. OpenAI eliminates sales commissions, insists pilots achieve a 100 % win rate, and prioritises rapid distribution to stay ahead...

Leading tech firms Dell, Microsoft, Salesforce, ServiceNow and Snowflake released 2026 AI workplace predictions, emphasizing AI governance, on‑prem deployment, and measurable ROI. Dell forecasts a shift toward private, on‑prem AI factories to ensure security and resilience, while ServiceNow stresses turning...
A Deloitte analysis warns that AI‑driven workloads are inflating cloud expenses, exposing latency limits and data‑sovereignty concerns. Enterprises are reassessing pure cloud‑first strategies and gravitating toward a hybrid model that blends public cloud elasticity with on‑premises consistency and edge immediacy....
At Gold Bond Inc., CIO Matt Price embedded generative AI directly into high‑friction workflows such as ERP intake, document processing, and call follow‑ups instead of launching a standalone chatbot. He formed a small “super‑user” cohort, ran sandbox tests, and layered...