watch me send this over the coming weeks & months bookmark this tweet

Occam - Reviving the Business, Token & Excitement: Updates, effectively immediately. Let's dive into it, in this tweet we will cover: > Financials & $OCCAM token > Profiles > Metrics & Data > API & AI Compatibility > Platform Volume & Market Expansion There will be no beating around the bush here. No marketing speak, just setting the record straight. Truths & facts only. 💰 Financials & $OCCAM token: We came far too close to having to close shop, too soon after launch. Our incomings were minimal, our outgoings were very, very high. Approx $60k/mo at it's peak. Here's what I think we did wrong: > Took too long to launch, causing too much seed bloat as we required funding to build out (computational + staff - this was 16mo of consecutive outgoings, no incomings) > Requiring us to launch at too high a MCAP. > Consequently, the chart looked awful on day 1 as it came down to it's true-value price. > The first impression anyone has of a crypto project, realistically - is their chart. > The chart being ugly, put off potential users. If the chart is down only, there product won't be good. Skip. The costs were crippling post launch. But, i'm sat on a product that has had near 7-figs of spend on, that truly works and is ultimately the best automated trading platform on the market. There is a huge hole being burnt in my pocket. As much as I enjoy building it out, this is my living & full focus. It must be financially worth it to run. So... what do we do? We were sat approx 30/45 days ago with; - $30k/mo computational costs - $15k/mo staff costs Bills overdue and hosting e.g AWS being taken down. Since then; 1) Old bills have been covered by a small sale of personal equity, enough to cover outgoings. Not enough to hurt personal incentive. 2) Our aggressively high computational bills have been replaced by ones -95% lower, with no technical disadvantage. 3) Our metrics & data were previously provided by a partner. Internally, we have rewritten our own offering, with far more flexibility & customisation (more on this below...) with 85% lower costs compared to our previous billings. 4) Internal technical output (subjective) has vastly been improved Compared to our previous peak costs of $60k/month, at this current day we operate at a -90% reduction in business running costs. Giving us an incredibly sturdy & safe financial foundations, with a really healthy outlook & runway to continue building this out to see the heights it deserves to see. 🫂 Profiles: As touched on before, AWS invoices were the reason for the downtime in losing access, this included user profile details (wallets, algorithms, autotraders) This is inexcusable. Lesson learnt. Never again. Profiles are now fully recovered, 1:1. We have moved from AWS to Azure, with again, costs reduced by -90%. No technical disadvantages. You can sign back into your profiles as you could before, live now. If you notice any differences/issues let us know ASAP and i'll resolve. ⚖️ Metrics & Data: Again, as touched on before, our metrics were rewritten entirely. The change from v1 to v2 before, was our provider improving the cadence (speed) of metrics, resulting in more metrics being able to be provided. Now - there will be no v1 or v2. Only one version, Occam's Metrics. > It gives us much more flexibility. > Users metric requests can be acted on immediately. > Large cost reduction. Most importantly... The ability to offer APIs & AI Compatibility which is the key to scaling, usage & volume. In all of our tests, we saw incredibly high recall similarity from sim:real & precision rate (+99%) since our switchover on October 16th. Between Oct-16th, expect 90% In September, expect 80% Here's what it means for you. - Our own data: every metric on Occam is now computed by Occam from on-chain data with our own indexer. Nothing comes from a third-party data feed. - One catalogue: Occam Metrics are the only metrics in the builder, simulator and marketplace. The old V2 metrics are retired. Algorithms built on them are stopped and marked retired, and their owners can rebuild them on Occam Metrics. It's been a rollercoaster with the metrics & algorithms, but this'll be the last & final. They are buildable with and trustworthy right now. Live. What you are looking at, is our foundational version. We will build up from the current offering constantly. Spam us with metric requests, they'll be added. 🖥️ API & AI Compatibility: It's becoming increasingly common that people are attempting to build automated / algorithmic trading bots themselves, using AI tooling. The frequent limitations are: > Lack of actionable & useful tradable data. > The ease/platforming in executing what is built. Here's our upcoming feature offering: - Use Occam from Claude, ChatGPT or Grok - Connect with one click, or use an API key - Describe a strategy in your own words and get the rules built for you - E.g, "Build me an algorithm that caught $KIMCHI below $100k MCAP but sticks to 5 tokens per day max" - Mistakes get flagged before anything runs - Backtest on the same data live trading uses - See the numbers behind every token it picked - Review, tweak and save your algorithms from your conversation - Let AI create & publish for you directly onto the platform "Build me an algorithm that has hit a 2x 70% of the time, consistently over the last month" "How would you improve my currently published algorithm?" A few key growth points: > The hurdle on building an algorithm via the platform and learning what 100s of metrics each mean, is removed, but still available for those who wish to use this route. > There should be significant influx of profitable algorithms published on the marketplace > Our documentation is thorough & clear, with dozens of keys provided specifically to improve our 'SEO' via conversations with AI, drawing external market participants towards Occam of whom are looking to build an algorithmic trading strategy through Crypto. E.g, we'll be recommended as a solution to their problem/demand. To be concise. Both profitability & platform usage should increase substantially via a dramatic ease of use. Release = Next week. 💹 Volume & Market Expansion Tokens that haven't graduated yet, capture 3/4 of PumpFun's volume. It is also where information & data moves quickest, giving the largest upside. The large upside, that this market is particularly focussed towards. To be direct - gamblers. Admittedly, an audience I think we've been previously unappealing to with our high-brow offering. We will be releasing full compatibility to newly launched tokens, right from the first transaction. Features: - Catch tokens the moment they launch, before they graduate - 56 new metrics built specifically for brand-new launches - Switch on new launches per algorithm with one toggle - Backtest new-launch strategies like any other - New-launch calls are tagged and link straight to pump.fun - No double calls when a token graduates - Forced safety nets on +99% chance rugs, e.g dead or stalled launches skipped - Filter trading pre-graduation tokens out on an algorithm you run or build Why didn't we do this before? Truthfully, the scale of it was unbearable for our product offering. 100s of simulations on 40,000 daily tokens was too much load. What we've built now, makes it fully possible. Both with metrics being built ourselves but AI compatibility allowing the scale to be digestible. Once again, opening us up to substantially more volume & user opportunity. Release = Next week. -------- - Signals, simulator and site now run on Occam's own on-chain data - One clean metric list in the builder: Occam Metrics - Health tags show which metrics you can trust - Bot-laddered tokens kept out of signals - Risky bundled launches blocked from signals - One call per token per algorithm every 24 hours - No more burst of repeat calls at midnight - Age rules count from launch and catch fresh graduates - Cleaner builder: clearer labels, finer price precision, no dead entries - Simulator signals now match live trading - Much faster simulator, and 30-day backtests now finish - Simulating a saved algorithm is faster and closer to live - Simulator results shown after fees - Every figure labelled "before fees" or "after fees" - 1D, 7D and 30D views show only tokens launched in that window - Realistic all-time highs on algorithm pages - Fixed marketplace stats: tokens per day, averages, top market caps - Leaderboard Average X counts each signal once - Private algorithms stay private, simulations included - Wallets refuse any transaction that would move funds off your wallet - Trading, deposits and withdrawals back open - Every pre-migration account can sign in again ———- In a matter of 45 days, Occam has gone from a place of conversations happening in nearly needing to shutdown - to a financially secure, fully functional platform with all use restored & plenty of exciting features in the immediate release pipeline. Albeit a low floor, we have held substantially well for the last 45 days considering the entire market has been in downfall and the product has been unusable. We are in good stead, experienced, funded & low outgoings with a ton of rollouts ready to push. Absolute focus from here - is on marketing & platform usage. From there, follows token price activity. No plans in stopping, time to violently reprice this business. Thank you for your patience, we've made it through the other end of winter.

Occam - Reviving the Business, Token & Excitement: Updates, effectively immediately. Let's dive into it, in this tweet we will cover: > Financials & $OCCAM token > Profiles > Metrics & Data > API & AI Compatibility > Platform Volume & Market Expansion There will be no beating around the bush here. No marketing speak, just setting the record straight. Truths & facts only. 💰 Financials & $OCCAM token: We came far too close to having to close shop, too soon after launch. Our incomings were minimal, our outgoings were very, very high. Approx $60k/mo at it's peak. Here's what I think we did wrong: > Took too long to launch, causing too much seed bloat as we required funding to build out (computational + staff - this was 16mo of consecutive outgoings, no incomings) > Requiring us to launch at too high a MCAP. > Consequently, the chart looked awful on day 1 as it came down to it's true-value price. > The first impression anyone has of a crypto project, realistically - is their chart. > The chart being ugly, put off potential users. If the chart is down only, there product won't be good. Skip. The costs were crippling post launch. But, i'm sat on a product that has had near 7-figs of spend on, that truly works and is ultimately the best automated trading platform on the market. There is a huge hole being burnt in my pocket. As much as I enjoy building it out, this is my living & full focus. It must be financially worth it to run. So... what do we do? We were sat approx 30/45 days ago with; - $30k/mo computational costs - $15k/mo staff costs Bills overdue and hosting e.g AWS being taken down. Since then; 1) Old bills have been covered by a small sale of personal equity, enough to cover outgoings. Not enough to hurt personal incentive. 2) Our aggressively high computational bills have been replaced by ones -95% lower, with no technical disadvantage. 3) Our metrics & data were previously provided by a partner. Internally, we have rewritten our own offering, with far more flexibility & customisation (more on this below...) with 85% lower costs compared to our previous billings. 4) Internal technical output (subjective) has vastly been improved Compared to our previous peak costs of $60k/month, at this current day we operate at a -90% reduction in business running costs. Giving us an incredibly sturdy & safe financial foundations, with a really healthy outlook & runway to continue building this out to see the heights it deserves to see. 🫂 Profiles: As touched on before, AWS invoices were the reason for the downtime in losing access, this included user profile details (wallets, algorithms, autotraders) This is inexcusable. Lesson learnt. Never again. Profiles are now fully recovered, 1:1. We have moved from AWS to Azure, with again, costs reduced by -90%. No technical disadvantages. You can sign back into your profiles as you could before, live now. If you notice any differences/issues let us know ASAP and i'll resolve. ⚖️ Metrics & Data: Again, as touched on before, our metrics were rewritten entirely. The change from v1 to v2 before, was our provider improving the cadence (speed) of metrics, resulting in more metrics being able to be provided. Now - there will be no v1 or v2. Only one version, Occam's Metrics. > It gives us much more flexibility. > Users metric requests can be acted on immediately. > Large cost reduction. Most importantly... The ability to offer APIs & AI Compatibility which is the key to scaling, usage & volume. In all of our tests, we saw incredibly high recall similarity from sim:real & precision rate (+99%) since our switchover on October 16th. Between Oct-16th, expect 90% In September, expect 80% Here's what it means for you. - Our own data: every metric on Occam is now computed by Occam from on-chain data with our own indexer. Nothing comes from a third-party data feed. - One catalogue: Occam Metrics are the only metrics in the builder, simulator and marketplace. The old V2 metrics are retired. Algorithms built on them are stopped and marked retired, and their owners can rebuild them on Occam Metrics. It's been a rollercoaster with the metrics & algorithms, but this'll be the last & final. They are buildable with and trustworthy right now. Live. What you are looking at, is our foundational version. We will build up from the current offering constantly. Spam us with metric requests, they'll be added. 🖥️ API & AI Compatibility: It's becoming increasingly common that people are attempting to build automated / algorithmic trading bots themselves, using AI tooling. The frequent limitations are: > Lack of actionable & useful tradable data. > The ease/platforming in executing what is built. Here's our upcoming feature offering: - Use Occam from Claude, ChatGPT or Grok - Connect with one click, or use an API key - Describe a strategy in your own words and get the rules built for you - E.g, "Build me an algorithm that caught $KIMCHI below $100k MCAP but sticks to 5 tokens per day max" - Mistakes get flagged before anything runs - Backtest on the same data live trading uses - See the numbers behind every token it picked - Review, tweak and save your algorithms from your conversation - Let AI create & publish for you directly onto the platform "Build me an algorithm that has hit a 2x 70% of the time, consistently over the last month" "How would you improve my currently published algorithm?" A few key growth points: > The hurdle on building an algorithm via the platform and learning what 100s of metrics each mean, is removed, but still available for those who wish to use this route. > There should be significant influx of profitable algorithms published on the marketplace > Our documentation is thorough & clear, with dozens of keys provided specifically to improve our 'SEO' via conversations with AI, drawing external market participants towards Occam of whom are looking to build an algorithmic trading strategy through Crypto. E.g, we'll be recommended as a solution to their problem/demand. To be concise. Both profitability & platform usage should increase substantially via a dramatic ease of use. Release = Next week. 💹 Volume & Market Expansion Tokens that haven't graduated yet, capture 3/4 of PumpFun's volume. It is also where information & data moves quickest, giving the largest upside. The large upside, that this market is particularly focussed towards. To be direct - gamblers. Admittedly, an audience I think we've been previously unappealing to with our high-brow offering. We will be releasing full compatibility to newly launched tokens, right from the first transaction. Features: - Catch tokens the moment they launch, before they graduate - 56 new metrics built specifically for brand-new launches - Switch on new launches per algorithm with one toggle - Backtest new-launch strategies like any other - New-launch calls are tagged and link straight to pump.fun - No double calls when a token graduates - Forced safety nets on +99% chance rugs, e.g dead or stalled launches skipped - Filter trading pre-graduation tokens out on an algorithm you run or build Why didn't we do this before? Truthfully, the scale of it was unbearable for our product offering. 100s of simulations on 40,000 daily tokens was too much load. What we've built now, makes it fully possible. Both with metrics being built ourselves but AI compatibility allowing the scale to be digestible. Once again, opening us up to substantially more volume & user opportunity. Release = Next week. -------- - Signals, simulator and site now run on Occam's own on-chain data - One clean metric list in the builder: Occam Metrics - Health tags show which metrics you can trust - Bot-laddered tokens kept out of signals - Risky bundled launches blocked from signals - One call per token per algorithm every 24 hours - No more burst of repeat calls at midnight - Age rules count from launch and catch fresh graduates - Cleaner builder: clearer labels, finer price precision, no dead entries - Simulator signals now match live trading - Much faster simulator, and 30-day backtests now finish - Simulating a saved algorithm is faster and closer to live - Simulator results shown after fees - Every figure labelled "before fees" or "after fees" - 1D, 7D and 30D views show only tokens launched in that window - Realistic all-time highs on algorithm pages - Fixed marketplace stats: tokens per day, averages, top market caps - Leaderboard Average X counts each signal once - Private algorithms stay private, simulations included - Wallets refuse any transaction that would move funds off your wallet - Trading, deposits and withdrawals back open - Every pre-migration account can sign in again ———- In a matter of 45 days, Occam has gone from a place of conversations happening in nearly needing to shutdown - to a financially secure, fully functional platform with all use restored & plenty of exciting features in the immediate release pipeline. Albeit a low floor, we have held substantially well for the last 45 days considering the entire market has been in downfall and the product has been unusable. We are in good stead, experienced, funded & low outgoings with a ton of rollouts ready to push. Absolute focus from here - is on marketing & platform usage. From there, follows token price activity. No plans in stopping, time to violently reprice this business. Thank you for your patience, we've made it through the other end of winter.

Occam - Status: I'm going to be completely open here with everything and open the hood on internal information to give you the complete picture. The end result should return a long & successful outcome for Occam with excitement, sufficient runway & delivery of market-shifting features that deliver positive outcomes to users both on the platform and holders of the token. That is all that matters, being able to see that out. That is what this entire plan is focussed around. 1. You deserve that after the patience given 2. This will help paint out exactly how this plan is going to work. So firstly; runway & funding. We raised a substantial amount from IRL contacts, family offices and onchain relationships i've been close with for years & years now. Some aren't with us anymore, complete respect to them. Some are with us, offering more funding. Equal respect to them. Much of this funding went towards development, agencies & computational costs, since Jan 2025. It is now almost 2027. It is important to note, development costs before AI really made its mark in Oct '25 was high, very high. Much of our foundations were built back then. Written line-by-line... which sounds wild to me now. Even just a year on. I have not taken a single dollar of pay or profit, ever, so far during Occam's run. This is actually a bearish thing Of course this is selfishly speaking, but typically you want a founder / team to be paid & reflected for their work so motivation & output continues to improve. However, in this case - I am unfortunately addicted to solving this problem of automated profitability... I have been at forms of this for the vast majority of my adult years which unfortunately has been some time now. So, it isn't of too much concern to me as it stands today. That being said, I do want that to change, and it doesn't change unless Occam see's the heights, platform usage & MCAPs I set out for it to see. ————————— So, where is Occam at the moment? Since 12months ago, our monthly outgoings are reduced by over 90% Since going live a few months ago our monthly outgoings are reduced by 70% Why do I mention this? The past 4 weeks have been slow to say the least. But honestly, one of the most important time periods in Occam's existence. Our hosting, AWS became unaffordable and we weren't able to keep up with our data provider for all of our metrics which essentially was the heart platform. During this time period, I have essentially been migrating everything over in a format that is 1:1 with the previous offering, to a new, more affordable hosting that we can scale with properly but without breaking the bank. In doing so, I cut the costs here 80%. In terms of our data provider for metrics, I have since been rewriting 100s of metrics & data points myself internally, so we have no point of default and can rely on ourselves rather than others whilst being able to be much more flexible in provision. Without trying to pat myself on the back, both of these tasks are no small feat. Especially the metrics/data task, it is an entire business model in itself. So... where does that leave us? 1. It leaves us with sustainable hosting that is affordable without issues to our scale that allows us to continue building our many many terabytes onto, without having to worry about blackouts or anything worse. 2. It requires time for me to complete this metric rewrite, I have been at it for some time now and am at the final stages. This is imperative. I won't rush this one, quality takes time. Ensuring everything is at the exact same cadence as before so it slips straight onto the platform without any changes/difference in your algorithms or needing any user action. 3. In doing so, costs are further reduced - runway is safer. Flexibility is better. Newly launched tokens? Sub 40k? Utility only? I can do it. To face the music, these issues were potentially make or break for Occam in terms of costs. We've been at this for far too long now to fall short. Nothing else - feature wise or marketing even for that matter - mattered, until this was completed. I'm close enough & sure enough of it's feasibility to run through it all now with you to say that this chapter of uneventful features & product updates is moreorless coming to the finish line. It's been some of the most fucking hard & tedious work i've done. But also, the most important. ————————— So.. what's next! Firstly, please give me till the end of the week, to do the following: - Restore all old user profiles 1:1 - Replace all existing metrics with the internally built & designed ones exactly as they were, no changes or backfilling etc required to the user. - Restore algorithm simulator From there, we are exploring various offers of funding offers we've had. If I did take them, there would be: - No dilution or token emissions - No fee share It would come from my personal future profit take. It would go towards, primarily: - Marketing - Marketing - Marketing - Marketing Product feature wise after the roll out of the above, there is absolute priority on: - Robinhood - AnchorMode - API program to internal database - Marketing Marketing. Marketing. Marketing. I want to get on with this so badly. I hope you can understand why the above issues were necesarry to solve before proceeding with the above 4. To speak candidly, so the message is absolutely clear. There would be no Occam if these weren't done, thus nowhere to deliver these features. But now, we're in the seat of: a) having much less external risk as a company b) significantly improved costs c) absolute internal ownership & flexibility of data d) funding offers e) firework features & marketing around the corner app.occam.co + $OCCAM forever Healthier cashflow, ability to flourish, marketing Looking forward to being much more active on X with all everything upcoming Time to send it back.

MORE UPDATES & PATCH NOTES FROM LAST 24 HOURS: ⚙️ Solana (v2) + Robinhood New metrics on the V2 tab - Peak Market Cap - 10-Minute Price Change - 10-Minute Holder Change - Bot Wallets - 128 metrics, up from 124 Simulator accuracy - Achievable gain was understating your returns - Signal MCAP and Entry MCAP now shown side by side - The token count and the token list now agree - Fixed an error on algorithms using only token-level rules Clearer wording - One accuracy date, from one source - Each metric now shows its own start date - Shorter lookahead banners Interface - Token names stop truncating - Copy address and DexScreener buttons on each signal row - A calendar badge showing when collection of each metric began ⚙️ Robinhood Accuracy - Token prices now correct across all pools - Backtests apply the real 5% trading fee - Volume rules work every time - Market cap works again - Liquidity metrics report quiet periods as zero Metrics - Only metrics that actually return results are shown, and they reappear automatically when ready - Holder metrics are live - 16 new time windows: 15m, 30m, 45m and 1h on volume, trades, buy/sell ratios and price movement - Plain-English names throughout — "Buys per sell", "Price choppiness", "Pool depth change" - Twice as many metrics now explain how to read them properly Simulator - Results appear automatically - Signals show token names - Six result cards and a Hit Rate by Multiple chart, matching Solana - Sliders show sensible ranges and readable numbers - Metric health tags are colour-coded with a legend