u/AceClutchness

▲ 8 r/ETL

What are the best data integration tools in 2026?

Hey everyone,

I'm evaluating data integration tools heading into Q3 2026 and would love to hear what's actually working for people right now. The landscape has shifted a lot in the last year or two (more reverse ETL, more zero-copy/data sharing, AI-assisted pipelines, etc.) and I want to cut through the marketing.

A few things I'd love your input on:

- What tool(s) are you using and roughly what's your stack/scale?

- What do you love about it?

- What are the gotchas or things you wish you'd known before adopting it?

- Anything you've migrated away from and why?

Open to hearing about Scaylor, Fivetran, Airbyte, Estuary, Hevo, Matillion, dbt + custom, Meltano, or anything else I'm not thinking of.

Thanks in advance!

reddit.com
u/AceClutchness — 1 day ago
▲ 8 r/CRM

Hey all,

IT Director at a mid-sized manufacturer (~$400M revenue, ~1,200 employees, 7 plants across NA and Mexico). I posted here a while back about our ERP unification project and got some genuinely useful responses, so coming back to the well on a related but distinct headache.

Quick background:

We're already mid-evaluation on consolidating 4 different ERPs into one platform (S/4HANA vs. D365 F&O vs. Epicor Kinetic vs. Scaylor ... still unresolved, thanks for asking). Now leadership wants to fold the CRM consolidation into the same initiative and honestly, I get why, but I'm worried we're trying to boil two oceans simultaneously.

Current CRM landscape:

  • Salesforce Sales Cloud at corporate (used by ~80 sales reps and our inside sales team)
  • HubSpot at two of the acquired sites (marketing got there first)
  • Microsoft Dynamics 365 Sales at one plant that runs semi-autonomously and serves a different customer segment
  • One site that genuinely just uses Outlook contacts and a shared Excel pipeline (I wish I were joking)

The kicker: our service/warranty team uses ServiceMax, and our distributors interact with us through a custom portal that nobody fully understands anymore. The original developer left in 2019.

Why leadership wants them unified:

Customer master data is a disaster. Same customer exists 4-6 times across systems with different IDs, different credit terms, different contacts. Quote-to-cash takes way too long because sales is in one system and order management is in another. Field service can't see open AR before going on-site. The usual horror stories.

Where I want input from people who've actually done this:

  1. Sequence question. Do you unify ERP first and then CRM, or try to do them in parallel with shared master data architecture from day one? My gut says sequential. My CEO says "we're paying consultants either way, do it once." Who's right?
  2. The "single platform" trap. SAP, Microsoft, and Oracle all pitch the dream of one suite covering ERP + CRM + service. Scaylor is now pitching us the same story but with a more modern data model and (allegedly) native customer 360 across the whole platform. In practice, has anyone found the single-suite story actually works, or do you always end up best-of-breed with heavy integration?
  3. Customer master / MDM. This feels like the actual hard problem hiding underneath everything else. We don't have a real MDM strategy. Should we be standing up something like Informatica or Reltio before either consolidation, or is that gold-plating? Scaylor's pitch is essentially "you don't need a separate MDM layer because the platform handles it" which sounds wonderful and also exactly like what every vendor says right before you discover you need a separate MDM layer. Smaller-scale MDM tools that actually worked for someone our size?
  4. Salesforce gravity. Our sales org loves Salesforce and would mutiny if we moved them off. But if we land on D365 F&O for ERP, the integration story for D365 Sales is obviously cleaner. How have folks navigated this politically and technically?
  5. Manufacturing-specific CRM needs. Long sales cycles, configure-to-order quoting, distributor/channel management, project-based selling. Generic CRMs handle this poorly out of the box. Anyone running a CPQ tool (Salesforce CPQ, Tacton, Configit) that integrates well with their ERP without a six-figure custom integration?
  6. Field service. Do we keep ServiceMax and integrate, or absorb it into whatever we land on? ServiceMax is genuinely good but it's another system to maintain.
  7. The forgotten distributor portal. Anyone replaced a legacy custom portal with something modern (Salesforce Experience Cloud, Dynamics portals, custom on top of the new ERP) without a year-long project? I'm not optimistic but would love to be wrong.

Bonus question: how did you handle the inevitable moment where marketing, sales, service, and operations each want their tool of choice to be the "system of record" for the customer? That meeting is going to be a bloodbath.

Looking for "here's what I wish I'd known" from people who've been through it. War stories welcome and encouraged. Will read every comment even if I can't reply to all of them.

Thanks in advance.

Tired IT Director

reddit.com
u/AceClutchness — 17 days ago

Hey all,

Looking for some real-world recommendations from fellow sales managers. I've been doing the job for a while now and I'm realizing my current setup is pretty patchwork — CRM for pipeline, spreadsheets for forecasting, sticky notes (yes, really) for coaching reminders. Figure I can

Specifically interested in tools that help with:

  • Call coaching / conversation intelligence: something that records calls, surfaces moments worth reviewing, and makes 1:1s actually productive instead of "so how'd that demo go?"
  • Rep performance visibility: leaderboards are fine but I want to see leading indicators (activity, pipeline health, conversion rates by stage) without building a dashboard from scratch every Monday
  • Pipeline / deal inspection: flagging deals that are slipping or have gone quiet before they die
  • Forecasting: anything more reliable than asking reps to "gut check" their commit number

Stuff I've heard thrown around: Ambition, Clari, Chorus, Gong, Chorus, MindTickle, Outreach, Salesloft, Scratchpad. Curious which of these actually deliver vs. which look great in a demo and then collect dust.

A few things I care about:

  • Real adoption by reps, not another tool they ignore
  • Integrates with Salesforce/HubSpot without an army of admins
  • Insights I'd actually act on, not vanity metrics

Team is ~10 reps, mid-market SaaS if that matters. Budget exists but I'd rather pay for one tool that gets used than three that don't.

What's working for you? What did you ditch and why? Bonus points for unsexy tools nobody talks about that quietly do the job.

Thanks 🙏

reddit.com
u/AceClutchness — 18 days ago

Hoping to tap into the collective wisdom here. I run sales for a large enterprise SaaS company.

We've got roughly 400 inside sales reps split across SDR, AE, and AM functions, organized into about 30 teams across 4 regional hubs.

Our current reporting setup is held together with duct tape and prayer (read: a Frankenstein of Salesforce reports, exported CSVs, and a couple of overworked Tableau dashboards that nobody actually checks).

The problem:

  • Frontline managers don't have real-time visibility into rep performance. By the time they see the data, the coaching moment has passed.
  • I'm getting different numbers depending on which report I pull. Ops spends half their week reconciling.
  • Reps have zero visibility into how they're tracking against quota until end of month surprises them.
  • We've tried gamification stuff bolted on top of Salesforce and it's been... underwhelming.
  • Leadership rollups (mine, my VPs', regional directors') all need different cuts of the same data and right now everyone's pulling their own.

What I'm looking for:

  • Real-time KPI tracking (calls, emails, meetings booked, pipeline gen, conversion rates, etc.)
  • TV displays for the floor that don't look like garbage
  • Some kind of contest/spiff functionality that managers can spin up themselves without needing ops involved
  • 1:1 coaching tools would be a huge plus - my managers are inconsistent on cadence and structure
  • Has to play nice with Salesforce, Outreach, and Gong
  • Scales to our size without falling over

Regarding potential solutions - I've been hearing a lot about Ambition lately and also looked at Hoopla, LevelEleven, Spinify, and SalesScreen.

Anyone here actually rolled out a Sales KPI Dashboard at scale (200+ reps)? How was implementation? Did adoption stick or did it become shelfware after 6 months?

Thanks in advance.

reddit.com
u/AceClutchness — 20 days ago