Close, But No Stack
We asked a simple question in our I-Connect member community last week: what does your technology stack look like?
Seventeen organizations responded — incubators, accelerators, entrepreneurship centers, a food and beverage incubator, a kitchen incubator, a university research park, a tribal nation business development program, and an international innovation center. They named more than 75 distinct tools across outreach, applications, CRM, program delivery, impact measurement, alumni engagement, and internal operations.
The picture that emerged wasn't a best-practice playbook. It was something more honest: a field navigating real constraints, making practical tradeoffs, and still searching for answers in a few important areas.
Here's what we learned.
There is no standard ESO technology stack
The range of tools across 17 organizations was striking. More than 8 distinct platforms are currently in use across the field just for CRM and participant tracking. Organizations are using a mix of general-purpose tools, purpose-built ESO platforms, and enterprise systems — often simultaneously, often unhappily.
What organizations use depends on size, budget, institutional rules, and funder reporting requirements. And sometimes the platform isn't chosen at all. It's inherited from a previous director, a grant requirement, or an IT policy that predates the program.
That's a meaningful finding. Technology decisions that aren't made intentionally tend to create friction that compounds over time.
General-purpose tools still carry most of the weight
Email, Zoom, spreadsheets, and Google or Microsoft productivity suites appear in nearly every response regardless of org size or budget. These aren't signs of underdevelopment. They're signs that the tools are genuinely useful and that staff will actually adopt them.
Airtable appeared repeatedly as a practical middle ground — flexible enough to function as a CRM, cohort management system, and reporting tool without the cost or complexity of enterprise platforms. One multi-cohort accelerator described using it as the backbone of their full participant journey, from applications through alumni engagement, while running five cohorts annually.
AI is already part of daily operations
Claude, ChatGPT, Google Gemini, Microsoft Copilot, Perplexity, Mistral AI, Read AI, and Tactiq all appeared across the responses. More than half of the organizations that responded are using at least one AI tool in daily workflows — primarily for research, drafting, presentations, and reducing repetitive administrative tasks.
Most described using AI for personal productivity rather than embedded workflows.
Where the field is still struggling
Three pain points surfaced independently across multiple organizations, which makes them worth naming directly.
- Founder tracking after intake
Coaching notes, handoffs, progress monitoring, and homework tracking remain unsolved for many programs. Multiple respondents described needing dedicated tools for post-intake founder tracking that simply don't exist in their current stacks. Some are still using spreadsheets for progress tracking because no other tool handles the specific workflows they need. Three organizations named this gap independently — which suggests it's more widespread than three. - Platform fragmentation
Several organizations described too many platforms, duplicated workflows, and data that doesn't connect across systems. One organization is actively consolidating from 12 platforms to approximately 6 as a deliberate operational initiative. Others described reporting that gets assembled manually at the end of every grant cycle — a direct consequence of systems that don't talk to each other. - CRM fit
CRM remains the most painful technology category in the field. Some organizations have no CRM because the options they've evaluated are either too sales-driven or too curriculum-restrictive. Others are running two separate CRM systems simultaneously to satisfy different funder reporting requirements. Purpose-built ESO platforms solve some problems but introduce workflow constraints of their own.
This is not purely a technology problem. It's a workflow problem that the available technology hasn't fully caught up to.
What the community said worked
The responses also surfaced specific tools that members endorsed with concrete reasoning — not just mentions, but actual claims about value. The table below reflects only those direct endorsements, organized by function and org type.
| Tool | Function | What members said | Org type |
|---|---|---|---|
| Airtable | Participant journey backbone | Described as the backbone of the full participant journey across applications, tracking, mentoring, impact measurement, and alumni engagement. | Accelerator (multi-cohort) |
| Claude | AI productivity | Reduces repetitive tasks. Also described as a must-have for research and quick presentations. | Multiple org types |
| Superhuman | Email management | Made the team more efficient for high-volume stakeholder communication. | Accelerator |
| Gemini Workspace | AI + Google integration | Described as a significant lift due to native Google integration consistency across the team. | Accelerator |
| Luma | Events (entrepreneur-facing) | Preferred over Eventbrite for entrepreneur-focused events — more intuitive and easier to use. | Innovation district program |
| Food Corridor | Kitchen incubator mgmt | Described as robust — enables equipment scheduling, rent payment, and lease signing in one platform. | Kitchen incubator |
| Nifti CRM | CRM | Easy to customize, handles events and social media scheduling in one tool. Noted as affordable. | Tribal nation business program |
| HubSpot CRM | CRM + marketing | Migration to HubSpot eliminated two separate tools (social scheduling and email marketing) — net platform reduction. | Innovation hub |
| Microsoft Copilot | AI (enterprise/secure) | Recommended for use with client or proprietary data due to enterprise security standards. | University research park |
| MailMeteor | Outreach email | Recommended for high-volume personalized outreach. | Multiple org types |
| Eventbrite + Meetup | Audience development | Described as effective for finding and retaining workshop audiences. | Business advisory / consulting |
| Read AI / Tactiq | Meeting notes (AI) | Used for automated meeting minutes alongside other AI tools. | International innovation center |
| Pain point | How many named it | What members described |
|---|---|---|
| Platform fragmentation | 2+ organizations | Too many platforms, duplicated workflows, and data that doesn't connect across systems. One organization is actively consolidating from 12 platforms to approximately 6. |
| No good CRM option | Multiple organizations | Available CRM platforms described as either too sales-driven or too curriculum-restrictive to fit the way entrepreneur support actually works. |
| CRM workflow mismatch | Multiple organizations | Organizations that adopted purpose-built ESO platforms found they required significant workflow changes that the team wasn't ready to make. |
| Dual CRM burden (funder-mandated) | 1 organization (likely more) | Some organizations must maintain two separate CRM systems to satisfy different funder reporting requirements. No single platform satisfies both. |
| Founder tracking after intake | 3+ organizations independently | Coaching notes, handoffs, progress monitoring, and homework tracking remain unsolved. Some organizations are still using spreadsheets for progress tracking because no other tool handles the specific formulas they need. |
| Platform dependency risk | 1 organization | A free platform used for cohort management became unavailable after a security breach, with no backup in place. |
| Calendar integration failure | 1 organization | Website event booking linked to one calendar system but did not interface properly with the team's primary calendar platform. |
| Over-reliance on email and spreadsheets | Multiple organizations | Organizations acknowledge doing too much via spreadsheets and email for functions that would benefit from more structured tools. |
| Enterprise platform limitations | Multiple organizations | Large enterprise platforms cited as expensive, slow to innovate, and carrying steeper learning curves than newer alternatives. |
| Institutional technology constraints | 3 university-affiliated organizations | University and government affiliations restrict which tools can be used, limiting flexibility and requiring workarounds. |
What this means for your program
- Process design matters more than platform selection. The programs that seem most satisfied with their stacks designed their workflows before selecting tools — not the other way around.
- Founder tracking is an open problem worth solving together. Multiple organizations named it independently in a single discussion. It deserves a dedicated conversation, and the InBIA community is the right place to have it.
- AI adoption is happening now. If your team isn't using at least one AI tool for research, drafting, or administrative efficiency, you're likely spending more time than necessary on tasks your peers have already partially automated.
- Consolidation is a strategy, not an admission of failure. Counting what you're paying for, identifying duplicated functions, and cutting before adding is a practice worth building into annual planning.
This is what the InBIA community does
The intelligence in this post didn't come from a consultant or a vendor survey. It came from 17 practitioners comparing notes in a member discussion forum — sharing what they use, what they regret, and what they're still trying to figure out.
This discussion is continuing. The next questions already in the community include how organizations are handling founder tracking specifically, what platform migrations have actually cost in time and staff capacity, and how AI is moving beyond personal productivity into embedded workflows.
If you run an incubator, accelerator, entrepreneurship center, or ecosystem initiative and you're not yet part of the InBIA network, this is the kind of peer learning you're missing.
Note: This post reflects what members shared in a single I-Connect discussion. It represents the experiences of 17 organizations, not a field-wide study. Findings are presented as community intelligence, not as statistically representative benchmarks.