+ ɰiF$Rt^RIt^RIt^RIHt^RIHt]!R4t]R, R, tRRR R R R R /RRRR RR R/RRRR RR R/RRR R R R R/RRRR RR R/RRRR RR R//tR t R*R!lt R"t R#t R+R$lt ]R%8Xdg]!]P!R&44t]'d>]R,,t]!R']P( 24] !]4t]'d]!R(] 24R#R#]!R)4R#R#)-za PHT Email Personalization Generates custom email copy for each contact Created: March 11, 2026 N)Path)datetimez*/Users/max/.openclaw/workspace/postharvest automationdataapplescompanyStemiltstatzreduced quality claims by 34% pain_pointz`Ethylene buildup in CA rooms can cost you thousands in damaged fruit during peak storage season.citruszWonderful Citrusz!eliminated $180K in annual losseszeEven small ethylene spikes during citrus storage can trigger early degreening and shorten shelf life.kiwisZesprizimproved quality scores by 28%u|Kiwifruit is extremely sensitive to ethylene—undetected spikes mean shorter storage windows and lost export opportunities.pearsz\Pears are ethylene-sensitive, and CA storage issues often don't show up until it's too late.bananasz Costa Groupzextended shelf life by 5-7 daysuBanana ripening is incredibly ethylene-dependent—real-time monitoring means you control the process, not the other way around.mixedz USI Insurancez)helped clients prevent over $2M in claimsz[Quality issues from undetected ethylene spikes are one of the top causes of storage claims.cfV'd \V4M^pV^28dR#V^8dR#V^ 8dR#R#)z*Get ROI stat based on estimated room countzJJ$\N#j\BBrcVPR4'dVR,P4^,MRpVPRR4pVPRR4pVPRR4P4pVPR^4p\PV\R,4p\ V4pR V R V R V R V R VR, RVR, RVR, RV RV R2p V #)z Generate personalized email body Args: contact: Dict with name, title, email company_data: Dict with company_name, domain, country, fruit_type, rooms nametherercountry fruit_typerrHi z , I noticed z handles z storage in z. r z We recently helped r r z= using real-time ethylene monitoring across their CA rooms. z-. Would a 2-month pilot (10 units, free) at z\ make sense? Best, Jonny Shannon PostHarvest Technologies calendly.com/jonny_shannon/30mins)getsplitlower CASE_STUDIESr) contact company_datarrr!r"r case_studyroi_statemails && rgenerate_email_bodyr.Js07{{6/B/B&&(+J##NB7Ly"-G!!,8>>@J   Wa (E!!*l7.CDJE"HJ< . *\'C Ly)*!Jv,>+?@  ++7.9" %E" LrcRV RV R2pRV RVP4R, R2pRV RV R2pRV RV R 2pR VR VR VR V/#)z!Generate follow-up email sequencer#z7, I sent over some info about ethylene monitoring for z earlier this week. Thought this case study might be useful - it's from a similar operation: [Case Study PDF Link] No pressure, just wanted to make sure you had the resource. Best, Jonnyz5, Quick update - we just closed a deal with another z facility last week. They're starting with a 2-month pilot (10 units, free) to see the ROI firsthand. Worth a quick 15-minute chat to see if it'd work for you too? Best, Jonny calendly.com/jonny_shannon/30minszO, Last follow-up on this - totally understand if now's not the right time for zx. Quick yes/no question: Worth discussing ethylene monitoring for next season? If not, no worries at all. Best, Jonnyz,, Sounds like now isn't the right time for z - totally understand. Feel free to reach out when storage season picks up or if ethylene issues come up. All the best, Jonnyemail_2email_3email_4email_5)r&)rrr0r1r2r3s&& rgenerate_follow_up_emailsr5rsj\"55ANC  Gj\"33?3E3E3G3K2LM" %Gj\"MMYN[  Gj\"**68 G 7777  rcZ\R4\RV 24.p\VRRR7;_uu_4p\P!V4p\ V4pRRR4\R\ V4 24.pVEFRpRVP RR 4R VP R R 4R VP R R 4R VP R R 4RVP R^4/pVP R4'd(VP RR 4P4^,MRp\WR,^4p \WR,^4p \Wg4p \WR,4p R\T;'dVR8g4R\VR,4R\VP R 44R^\ V 4u;8*;'dR8*MuR\ V 4^<8/p \V P44\ V 4, ^d,p/VCRV RV RV RV R,RV R,RV R,RV R,RVR\P!4P!4/ CpVP#V4\ V4^8:gEK\R \ V4 R!24\R"VP R#4 24\R$V 24\R%VR& R'24EKU V'g6\P!4P%R(4p\&R)V R*2, pV'd\VR+R RR,7;_uu_4p\ V^,P)44p\P*!VVR-7pVP-4VP/V4RRR4\R.V44\ V4, p\R/4\R0\ V4 24\R1VR2 R'24\R3V 24\1V4#\R44R# +'giEL;i +'giL;i)5z Generate personalized emails for all contacts Args: enriched_file: Path to enriched contacts CSV output_file: Path to save personalized data (optional) u! ✍️ Starting personalizationz Input: rzutf-8)encodingNz Contacts to personalize: rr domainr!r"rrrrhas_first_name has_companyhas_fruit_typebody_length_oki,subject_length_ok subject_a subject_b email_bodyr0r1r2r3 quality_scorepersonalized_dateu ✉️ Preview #:z To: r-z Subject: z Quality: z.0f%z %Y%m%d_%H%M%S personalized_z.csvw)newliner8) fieldnamesc32"TF qR,xK R#5i)rBNr).0ps& r 'personalize_contacts..sClO,,lsu ✅ Personalization complete!z Total emails: z Average quality: z.1fz Saved: u ⚠ No emails generated)printopencsv DictReaderlistlenr%r&rr.r5boolsumvaluesrnow isoformatappendstrftimeDATA_DIRkeys DictWriter writeheader writerowsstr) enriched_file output_filecontactsfreader personalizedr)r*r subject_1 subject_2rA follow_upschecksrBpersonalized_contact timestamprIwriter avg_qualitys&& rpersonalize_contactsrps .0 J}o &'H mS7 3 3q"< 4 (X 89L GKK; gkk(B/ w{{9b1 '++lG< W[["-  r}st  = > | #f , 9/x  %3}  80U  9/t =1Y  ?;s5 D IC&P4l_B zHMM*CDEN# )&++78%f-  OF8, -  CDr